Basic Information

Faculty

• 工学部 工学部

Professional Memberships

• The Institute of Systems, Control and Information Engineers (ISCIE)
• The Society of Chemical Engineers, Japan
• The Iron and Steel Institute of Japan
• The Society of Instrument and Control Engineers (SICE)
• American Institute of Chemical Engineers (AIChE)
• 言語処理学会
• 人工知能学会
• Institute of Electrical and Electronics Engineers (IEEE)

Academic Degree

• 修士（工学）(京都大学)
• 博士（工学）(京都大学)

Academic Resume (Graduate Schools)

• 京都大学, 大学院工学研究科修士課程, 化学工学専攻, 修了

Academic Resume (Undergraduate School/Majors)

• 京都大学, 工学部化学工学科, 卒業

High School

• High School

  滋賀県立石山高等学校

Research History

• From Feb. 2018, To Present

  Quadlytics Inc., 共同創業者
• From Feb. 2012, To Present

  Kyoto University, Dept. of Systems Science, Professor
• From Apr. 2007, To Jan. 2012

  Kyoto University, Dept. of Chemical Engineering, Assoc. Professor
• From Feb. 2004, To Mar. 2007

  Kyoto University, Dept. of Chemical Engineering, Assoc. Professor
• From Apr. 1994, To Jan. 2004

  Kyoto University, Dept. of Chemical Engineering, Assist. Professor
• From Sep. 1999, To Jul. 2000

  Ohio State University, Visiting Scholar

Profile

• Profile

  2012年2月1日付にて，京都大学大学院情報学研究科システム科学専攻・教授（人間機械共生講座ヒューマンシステム論分野）に着任しました．化学工学専攻在任中には一方ならぬご厚情を賜り，誠に有り難うございました．
  
  近況につきましては，ブログ（ https://note.com/dr_kano ）をご覧下さい．
  
  加納の教育＆研究活動は，産業界および学界の非常に多くの方々のご支援によって成り立っています．この場を借りて，心よりお礼を申し上げます．ありがとうございます．

Language of Instruction

• English

ID,URL

• ORCID ID

  0000-0002-2325-1043

• J-Global ID

  200901011456837697

• Researcher number

  30263114

• External link

  http://manabukano.brilliant-future.net/index-E.html

Website(s) (URL(s))

• https://note.com/dr_kano
• http://manabukano.brilliant-future.net/

researchmap URL

• https://researchmap.jp/kano_manabu

Research

Research Topics, Overview of the research

• Research Topics

  Process data analysis, Virtual sensing technology (Softsensor / Virtual metrology), Product quality improvement, Process monitoring, Process control, QbD/PAT in pharmaceutical industry,

• Overview of the research

  The society that values humankind is called for now. The situation is similar in the latest industrial technology and medical technology, thus novel system design methodology is required. We perform basic research on informatics, modeling, and control of industrial processes and human systems. To contribute our results to our society, we also perform applied research in various industries such as semiconductor, pharmaceutical, steel, and chemical and also in medical care.

Research Interests

• machine learning
• medical artificial intelligence
• medical systems engineering
• process systems engineering
• process monitoring
• process control
• fault detection and fault diagnosis
• virtual sensing technology / soft-sensor
• process data analytics

Research Areas

• Environmental science/Agricultural science, Agricultural environmental and information engineering
• Informatics, Biological, health, and medical informatics
• Life sciences, Biomedical engineering
• Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Chemical reaction and process system engineering
• Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Control and systems engineering
• Informatics, Statistical science

Papers

• Quantification of Impact of Uncertainty on Emissions in a Cement Manufacturing Plant: Surrogate Modeling-Based Approach

  Muhammad Usman; Iftikhar Ahmad; Manabu Kano; Farooq Ahmad; Muhammad Ahsan

  ACS Omega, 11 Mar. 2025

  
• Variable Extraction and Equivalence Judgment with BERT Model Pre-Trained on Chemical Engineering-Related Papers

  Shota Kato; Chunpu Zhang; Kotaro Nagayama; Manabu Kano

  AIChE Annual Meeting, Oct. 2024, Peer-reviewed, Last author

  
• Wavelength Selection Algorithm Robust Against Impurities for Sample-Efficient PAT

  Sakuya Kobayashi; Shota Kato; Manabu Kano

  AIChE Annual Meeting, Oct. 2024, Peer-reviewed, Last author, Corresponding author

  
• Template-Based Sentence Generation for Variable Definition Extraction from Papers on Chemical Processes

  Kotaro Nagayama; Shota Kato; Manabu Kano

  AIChE Annual Meeting, Oct. 2024, Peer-reviewed, Last author, Corresponding author

  
• Evaluation of outcome following coronectomy for mandibular third molars

  Hirohito Kubo; Ryosuke Kubota; Yusuke Ioku; Mamoru Ueda; Yusuke Nishiguchi; Shoji Ikebe; Haruka Arai; Takako Yamaguchi; Toshihiko Takenobu; Kotaro Shirao; Manabu Kano; Hitoshi Yoshimoto; Yukiko Miya

  Journal of Osaka Dental University, 25 Apr. 2024, Peer-reviewed

  
• Postoperative Delirium Prediction Based on Preoperative Electrocardiogram and Electroencephalogram

  Shogo Mito; Miho Miyajima; Hirofumi Tomioka; Hitomi Sato; Takashi Takeuchi; Hitoshi Muto; Yuji Kabasawa; Hiroyuki Harada; Kana Eguchi; Shota Kato; Manabu Kano

  2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 03 Dec. 2024, Peer-reviewed, Last author, Corresponding author

  
• Scale-independent solid fraction prediction in dry granulation process using a gray-box model integrating machine learning model and Johanson model

  Kanta Sato; Shuichi Tanabe; Keita Yaginuma; Susumu Hasegawa; Manabu Kano

  International Journal of Pharmaceutics, Feb. 2025, Peer-reviewed, Last author

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• Grey‐box modelling for estimation of optimum cut point temperature of crude distillation column

  Junaid Shahzad; Iftikhar Ahmad; Muhammad Ahsan; Farooq Ahmad; Husnain Saghir; Manabu Kano; Hakan Caliskan; Hiki Hong

  CAAI Transactions on Intelligence Technology, Feb. 2025, Peer-reviewed

  
• Artificial intelligence assisted prediction of optimum operating conditions of shell and tube heat exchangers: A grey‐box approach

  Zahid Ullah; Iftikhar Ahmad; Abdul Samad; Husnain Saghir; Farooq Ahmad; Manabu Kano; Hakan Caliskan; Nesrin Caliskan; Hiki Hong

  CAAI Transactions on Intelligence Technology, 21 Apr. 2025, Peer-reviewed

  
• Transfer Learning Based on Generative Adversarial Networks: Application to Chemical Reaction Process^*

  Ryoya Yoshida; Buyun Wang; Shota Kato; Manabu Kano

  10th International Conference on Control, Decision and Information Technologies (CoDIT), 01 Jul. 2024, Peer-reviewed, Last author, Corresponding author

  
• VARAT: Variable Annotation Tool for Documents on Manufacturing Processes

  Shota Kato; Manabu Kano

  Journal of Chemical Engineering of Japan, 05 Feb. 2025, Peer-reviewed, Last author

  
• Extracting Variable Definitions from Documents on Chemical Processes Utilizing Semantic Information on Variables

  Masaki Numoto; Shota Kato; Manabu Kano

  Jul. 2023

  
• EnvFormer: A Decomposition-Based Transformer for Multistep Burn-Through Point Prediction in the Sintering Process

  Yuhan Xie; Bocun He; Xinmin Zhang; Zhihuan Song; Manabu Kano

  IEEE Transactions on Instrumentation and Measurement, 30 Sep. 2024, Peer-reviewed, Last author

  
• Plant wide modelling and thermodynamic optimization of a petroleum refinery for improvement potentials

  Adil Sana; Iftikhar Ahmad; Husnain Saghir; Manabu Kano; Hakan Caliskan; Hiki Hong

  Process Safety and Environmental Protection, 01 Aug. 2024, Peer-reviewed

  
• Reliable Data-Driven Soft Sensor Modeling with the Aid of Stable Loss Function and Sample Graph

  Ruikun Zhai; Jinchuan Qian; Xiaoyu Jiang; Xinmin Zhang; Zhihuan Song; Manabu Kano

  Computer Aided Chemical Engineering, 01 Jan. 2024, Peer-reviewed, Last author

  
• Causal-assisted Sequence Segmentation and Its Soft Sensing Application for Multiphase Industrial Processes

  Yimeng He; Le Yao; Xiangyin Kong; Xinmin Zhang; Zhihuan Song; Manabu Kano

  Computer Aided Chemical Engineering, 01 Jan. 2024, Peer-reviewed, Last author

  
• Formulation-independent pharmaceutical dry granulation model via gray box approach

  Kanta Sato; Shuichi Tanabe; Susumu Hasegawa; Manabu Kano

  Computer Aided Chemical Engineering, 01 Jan. 2024, Peer-reviewed, Last author

  
• CSVE: Enhancing Uncertainty Quantification in Industrial KPI Prediction

  Yiran Ma; Zhichao Chen; Xinmin Zhang; Zhihuan Song; Manabu Kano

  Computer Aided Chemical Engineering, 01 Jan. 2024, Last author

  
• Prediction and optimisation of gasoline quality in petroleum refining: The use of machine learning model as a surrogate in optimisation framework

  Husnain Saghir; Iftikhar Ahmad; Manabu Kano; Hakan Caliskan; Hiki Hong

  CAAI Transactions on Intelligence Technology, 13 May 2024, Peer-reviewed

  
• Developing the final product attribute prediction model in a continuous direct compression process

  Yuki Kobayashi; Sanghong Kim; Takuya Nagato; Takuya Oishi; Manabu Kano

  Computer Aided Chemical Engineering, 01 Jan. 2024, Last author, Corresponding author

  
• Multivariate Deep Reconstruction Neural Network for Multi-step-ahead Prediction of Industrial Process Quality Variables

  Yuwei Chen; Xinmin Zhang; Zhihuan Song; Manabu Kano

  IFAC-PapersOnLine, 01 Jul. 2023

  
• Erratum to: Data-driven soft sensors in blast furnace ironmaking: a survey (Frontiers of Information Technology & Electronic Engineering, (2023), 24, 3, (327-354), 10.1631/FITEE.2200366)

  Yueyang Luo; Xinmin Zhang; Manabu Kano; Long Deng; Chunjie Yang; Zhihuan Song

  Frontiers of Information Technology and Electronic Engineering, 2023

  
• Application of statistical process monitoring with external analysis to an industrial monomer plant

  Tetsuhiko Yamamoto; Akirou Shimameguri; Morimasa Ogawa; Iori Hashimoto; Manabu Kano

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2004

  
• Practical model and detection algorithm for valve stiction

  Manabu Kano; Hiroshi Maruta; Hidekazu Kugemoto; Keiko Shimizu

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2004

  
• Data Augmentation Method Utilizing Template Sentences for Variable Definition Extraction

  Kotaro Nagayama; Shota Kato; Manabu Kano

  Lecture Notes in Computer Science, 20 Sep. 2024, Peer-reviewed, Last author

  
• Prototype of Automated Physical Model Builder: Challenges and Opportunities

  Shota Kato; Manabu Kano

  Computer Aided Chemical Engineering, 01 Jan. 2024, Peer-reviewed, Last author

  
• Novel predictive approaches for drug-induced convulsions in non-human primates using machine learning and heart rate variability analysis

  Kazuhiro Kuga; Motohiro Shiotani; Kentaro Hori; Hiroshi Mizuno; Yusaku Matsushita; Harushige Ozaki; Kohei Hayashi; Takatomi Kubo; Manabu Kano

  The Journal of Toxicological Sciences, 2024, Peer-reviewed, Last author

  
• Feed factor profile prediction model for two-component mixed powder in the twin-screw feeder

  Yuki Kobayashi; Sanghong Kim; Takuya Nagato; Takuya Oishi; Manabu Kano

  International Journal of Pharmaceutics: X, 01 Jun. 2024, Peer-reviewed, Last author, Corresponding author

  
• Anomaly detection of semiconductor processing equipment using equipment behaviour

  Toshiya Hirai; Yuki Shiga; Mitsuru Shimizu; Eiji Imura; Manabu Kano

  SICE Journal of Control, Measurement, and System Integration, 31 Dec. 2023, Peer-reviewed, Last author

  
• Artificial intelligence based prediction of optimum operating conditions of a plate and fin heat exchanger under uncertainty: A gray-box approach

  Jihad Salah Khan; Iftikhar Ahmad; Usman Khan Jadoon; Abdul Samad; Husnain Saghir; Manabu Kano; Hakan Caliskan

  International Journal of Heat and Mass Transfer, Dec. 2023, Peer-reviewed

  
• Prediction and optimization of exergetic efficiency of reactive units of a petroleum refinery under uncertainty through artificial neural network-based surrogate modeling

  Abdul Samad; Iftikhar Ahmad; Manabu Kano; Hakan Caliskan

  Process Safety and Environmental Protection, Sep. 2023, Peer-reviewed

  
• Efficient physical model building algorithm using equations extracted from documents

  Shota Kato; Manabu Kano

  Computer Aided Chemical Engineering, Jan. 2023, Peer-reviewed, Last author

  
• Setpoint Determination Method for Pharmaceutical Continuous Manufacturing: Proactive-RTD-based Approach

  Pasindu Herath Pathirannahalage; Ayumu Nabetani; Shota Kato; Kanta Sato; Keita Yaginuma; Shuichi Tanabe; Manabu Kano

  2023 IEEE Conference on Control Technology and Applications, CCTA 2023, 2023, Peer-reviewed, Last author, Corresponding author

  
• GAN-based Homogenous Transfer Learning Method for Regression Problems

  Buyun Wang; Shota Kato; Manabu Kano

  2023 IEEE Conference on Control Technology and Applications, CCTA 2023, 2023, Peer-reviewed, Last author, Corresponding author

  
• Heat illness detection with heart rate variability analysis and anomaly detection algorithm

  Koichi Fujiwara; Koshi Ota; Shota Saeda; Toshitaka Yamakawa; Takatomi Kubo; Aozora Yamamoto; Yuki Maruno; Manabu Kano

  Biomedical Signal Processing and Control, 01 Jan. 2024, Peer-reviewed, Last author

  
• Driver Drowsiness Detection Using R-R Interval of Electrocardiogram and Self-Attention Autoencoder

  Koichi Fujiwara; Hiroki Iwamoto; Kentaro Hori; Manabu Kano

  IEEE Transactions on Intelligent Vehicles, 2024, Peer-reviewed, Last author

  
• Just-in-time based soft sensors for process industries: A status report and recommendations

  Wan Sieng Yeo; Agus Saptoro; Perumal Kumar; Manabu Kano

  Journal of Process Control, Aug. 2023, Peer-reviewed, Last author

  
• Greedy design space construction based on regression and latent space extraction for pharmaceutical development

  Shuichi Tanabe; Tatsuya Muraki; Keita Yaginuma; Sanghong Kim; Manabu Kano

  International Journal of Pharmaceutics, Jul. 2023, Peer-reviewed, Last author

  
• Automation on thermal control of blast furnace

  Ryosuke Masuda; Yoshinari Hashimoto; Max Mulder; Marinus M. (René) van Paassen; Manabu Kano

  Digital Chemical Engineering, Jun. 2023, Peer-reviewed, Last author

  
• Stacked supervised Poisson autoencoders-based soft-sensor for defects prediction in steelmaking process

  Xinmin Zhang; Manabu Kano; Masahiro Tani

  Computers & Chemical Engineering, Apr. 2023, Peer-reviewed

  
• Data-driven soft sensors in blast furnace ironmaking: a survey

  Yueyang Luo; Xinmin Zhang; Manabu Kano; Long Deng; Chunjie Yang; Zhihuan Song

  Frontiers of Information Technology & Electronic Engineering, Mar. 2023, Peer-reviewed

  
• Auditory Feedback of False Heart Rate for Video Game Experience Improvement

  Sayaka Ogawa; Koichi Fujiwara; Manabu Kano

  IEEE Transactions on Affective Computing, 01 Jan. 2023, Peer-reviewed, Last author

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• Nearest Neighbor Search-Based Modification of RRI Data with Premature Atrial Contraction and Premature Ventricular Contraction

  Sifeng Chen; Shota Kato; Koichi Fujiwara; Manabu Kano

  2023 SICE International Symposium on Control Systems (SICE ISCS), 09 Mar. 2023, Peer-reviewed, Last author, Corresponding author

  
• Simple Algorithm for Judging Equivalence of Differential-Algebraic Equation Systems

  Shota Kato; Chunpu Zhang; Manabu Kano

  Scientific Reports, 08 Dec. 2022, Peer-reviewed, Last author

  
• Prediction of optimum operating conditions of a furnace under uncertainty: An integrated framework of artificial neural network and genetic algorithm

  Muzammil Khan; Iftikhar Ahmad; Muhammad Ahsan; Manabu Kano; Hakan Caliskan

  Fuel, Dec. 2022, Peer-reviewed

  
• An intelligent sensing system for estimation of efficiency of carbon-capturing unit in a cement plant

  Usman Khan Jadoon; Iftikhar Ahmad; Tayyaba Noor; Manabu Kano; Hakan Caliskan; Muhammad Ahsan

  Journal of Cleaner Production, Dec. 2022, Peer-reviewed

  
• Development of an epileptic seizure prediction algorithm using R–R intervals with self-attentive autoencoder

  Rikumo Ode; Koichi Fujiwara; Miho Miyajima; Toshikata Yamakawa; Manabu Kano; Kazutaka Jin; Nobukazu Nakasato; Yasuko Sawai; Toru Hoshida; Masaki Iwasaki; Yoshiko Murata; Satsuki Watanabe; Yutaka Watanabe; Yoko Suzuki; Motoki Inaji; Naoto Kunii; Satoru Oshino; Hui Ming Khoo; Haruhiko Kishima; Taketoshi Maehara

  Artificial Life and Robotics, May 2023

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• Sleep-EEG-based parameters for discriminating fatigue and sleepiness

  Koichi Fujiwara; Yuki Goto; Yukiyoshi Sumi; Manabu Kano; Hiroshi Kadotani

  Frontiers in Sleep, 26 Oct. 2022, Peer-reviewed

  
• Closed-loop identification of plant and disturbance models based on data-driven generalized minimum variance regulatory control

  Ryota Uematsu; Shiro Masuda; Manabu Kano

  Journal of Process Control, Jul. 2022

  
• R-R Intervals Based Epileptic Seizure Prediction Algorithm Utilizing Self-Attentive Autoencoder

  Rikumo Ode; Koichi Fujiwara; Miho Miyajima; Toshitaka Yamakawa; Manabu Kano; Taketoshi Maehara

  44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (EMBC 2022), Jul. 2022, Peer-reviewed

  
• Data-Driven Communication Efficient Distributed Monitoring for Multiunit Industrial Plant-Wide Processes

  Qingchao Jiang; Shutian Chen; Xuefeng Yan; Manabu Kano; Biao Huang

  IEEE Transactions on Automation Science and Engineering, Jul. 2022, Peer-reviewed

  
• Towards An Automated Physical Model Builder: CSTR Case Study

  Shota Kato; Manabu Kano

  Proceedings of the 14th International Symposium on Process Systems Engineering (PSE 2021+), Jun. 2022, Peer-reviewed

  
• Transfer Learning for Quality Prediction in a Chemical Toner Manufacturing Process

  Shohta KOBAYASHI; Masashi MIYAKAWA; Susumu TAKEMASA; Naoki TAKAHASHI; Yoshio WATANABE; Toshiaki SATOH; Manabu KANO

  Proceedings of the 14th International Symposium on Process Systems Engineering (PSE 2021+), Jun. 2022, Peer-reviewed

  
• Equivalence Judgment of Equation Groups Representing Process Dynamics

  Chunpu Zhang; Shota Kato; Manabu Kano∗

  Proceedings of the 14th International Symposium on Process Systems Engineering (PSE 2021+), Jun. 2022, Peer-reviewed

  
• R-R interval-based sleep apnea screening by a recurrent neural network in a large clinical polysomnography dataset

  Ayako Iwasaki; Koichi Fujiwara; Chikao Nakayama; Yukiyoshi Sumi; Manabu Kano; Tetsuharu Nagamoto; Hiroshi Kadotani

  Clinical Neurophysiology, Apr. 2022

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• Medical checkup data analysis method based on LiNGAM and its application to nonalcoholic fatty liver disease

  Tsuyoshi Uchida; Koichi Fujiwara; Kenichi Nishioji; Masao Kobayashi; Manabu Kano; Yuya Seko; Kanji Yamaguchi; Yoshito Itoh; Hiroshi Kadotani

  Artificial Intelligence in Medicine, Apr. 2022

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• Gray-Box Model-Based Predictive Control of Czochralski Process with Successive Model Update

  Shota Kato; Sanghong Kim; Masahiko Mizuta; Manabu Kano

  JOURNAL OF CHEMICAL ENGINEERING OF JAPAN, 20 Mar. 2022

  
• Gray-box Soft Sensor for Water Content Monitoring in Fluidized Bed Granulation

  Keita Yaginuma; Shuichi Tanabe; Manabu Kano

  Chemical and Pharmaceutical Bulletin, 01 Jan. 2022

  
• ProcessBERT: A Pre-trained Language Model for Judging Equivalence of Variable Definitions in Process Models*

  Shota Kato; Kazuki Kanegami; Manabu Kano

  IFAC-PapersOnLine, 2022

  
• Gray-box model-based predictive control of Czochralski process

  Shota Kato; Sanghong Kim; Masahiko Mizuta; Masanori Oshima; Manabu Kano

  Journal of Crystal Growth, 01 Nov. 2021

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• Model-Based Quality, Exergy, and Economic Analysis of Fluidized Bed Membrane Reactors

  Tabassam Nafees; Adnan Ahmed Bhatti; Usman Khan Jadoon; Farooq Ahmad; Iftikhar Ahmad; Manabu Kano; Brenno Menezes; Muhammad Ahsan; Naveedul Hassan Syed

  Membranes, 03 Oct. 2021

  
• 睡眠脳波に基づく日中の疲労と眠気の鑑別に関する調査

  藤原 幸一; 後藤 有貴; 角 幸頼; 加納 学; 角谷 寛

  日本睡眠学会定期学術集会プログラム・抄録集, Sep. 2021

  
• 畳み込みニューラルネットワークを用いた睡眠時無呼吸症候群スクリーニング

  王 歩雲; 岩崎 絢子; 藤原 幸一; 永元 哲治; 角 幸頼; 加納 学; 井関 邦敏; 名嘉村 博; 角谷 寛

  日本睡眠学会定期学術集会プログラム・抄録集, Sep. 2021

  
• 睡眠脳波に基づく日中の疲労と眠気の鑑別に関する調査

  藤原 幸一; 後藤 有貴; 角 幸頼; 加納 学; 角谷 寛

  日本睡眠学会定期学術集会プログラム・抄録集, Sep. 2021

  
• 畳み込みニューラルネットワークを用いた睡眠時無呼吸症候群スクリーニング

  王 歩雲; 岩崎 絢子; 藤原 幸一; 永元 哲治; 角 幸頼; 加納 学; 井関 邦敏; 名嘉村 博; 角谷 寛

  日本睡眠学会定期学術集会プログラム・抄録集, Sep. 2021

  
• Machine Learning Applications in Biofuels’ Life Cycle: Soil, Feedstock, Production, Consumption, and Emissions

  IFTIKHAR AHMAD; Adil Sana; Manabu Kano; Izzat Iqbal Cheema; Brenno Menezes; Junaid Shahzad; Zahid Ullah; Muzammil Khan; Asad Habib

  Energies, 18 Aug. 2021, Peer-reviewed

  
• Prediction performance and economic efficiency of soft sensors for in-line water content monitoring in fluidized bed granulation: PP-based model vs. NIRS-based model

  Keita Yaginuma; Shuichi Tanabe; Hirokazu Sugiyama; Manabu Kano

  Chemical and Pharmaceutical Bulletin, 01 Jun. 2021, Peer-reviewed, Last author

  
• Autoencoder-Based Extrasystole Detection and Modification of RRI Data for Precise Heart Rate Variability Analysis

  Koichi Fujiwara; Shota Miyatani; Asuka Goda; Miho Miyajima; Tetsuo Sasano; Manabu Kano

  Sensors, 01 May 2021, Peer-reviewed, Last author

  
• Work Habit-Related Sleep Debt; Insights From Factor Identification Analysis of Actigraphy Data

  Yuki Goto; Koichi Fujiwara; Yukiyoshi Sumi; Masahiro Matsuo; Manabu Kano; Hiroshi Kadotani

  Frontiers in Public Health, 10 Mar. 2021, Peer-reviewed

  
• Screening of sleep apnea based on heart rate variability and long short-term memory

  Ayako Iwasaki; Chikao Nakayama; Koichi Fujiwara; Yukiyoshi Sumi; Masahiro Matsuo; Manabu Kano; Hiroshi Kadotani

  Sleep and Breathing, 10 Jan. 2021, Peer-reviewed

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• Gray-box modeling of 300 mm diameter Czochralski single-crystal Si production process

  Shota Kato; Sanghong Kim; Manabu Kano; Toshiyuki Fujiwara; Masahiko Mizuta

  Journal of Crystal Growth, 01 Jan. 2021, Peer-reviewed

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• Control strategy and methods for continuous direct compression processes

  Yasuhiro Suzuki; Hirokazu Sugiyama; Manabu Kano; Ryutaro Shimono; Gosuke Shimada; Ryoichi Furukawa; Eichi Mano; Keiichi Motoyama; Tatsuo Koide; Yasuhiro Matsui; Kazuki Kurasaki; Issei Takayama; Shunin Hikage; Noriko Katori; Masahiko Kikuchi; Hiroshi Sakai; Yoshihiro Matsuda

  Asian Journal of Pharmaceutical Sciences, 2021, Peer-reviewed

  
• Approach to Establishment of Control Strategy for Oral Solid Dosage Forms Using Continuous Manufacturing.

  Manabu Kano

  Chemical & Pharmaceutical Bulletin, 08 Dec. 2020, Peer-reviewed

  
• Resting Heart Rate Variability Is Associated With Subsequent Orthostatic Hypotension: Comparison Between Healthy Older People and Patients With Rapid Eye Movement Sleep Behavior Disorder

  Yukiyoshi Sumi; Chikao Nakayama; Hiroshi Kadotani; Masahiro Matsuo; Yuji Ozeki; Takafumi Kinoshita; Yuki Goto; Manabu Kano; Toshitaka Yamakawa; Masako Hasegawa-Ohira; Keiko Ogawa; Koichi Fujiwara

  Frontiers in Neurology, 23 Nov. 2020, Peer-reviewed

  
• Optimal Design of Neuroprotective Focal Brain Cooling Device Using Surrogate Model Approach

  Takuto Abe; Koichi Fujiwara; Takao Inoue; Takatomi Kubo; Toshitaka Yamakawa; Sadahiro Nomura; Michiyasu Suzuki; Manabu Kano

  IEEE Transactions on Medical Robotics and Bionics, Nov. 2020, Peer-reviewed

  
• Scale-free soft sensor for monitoring of water content in fluid bed granulation process

  Keita Yaginuma; Shuichi Tanabe; Takuya Miyano; Hiroshi Nakagawa; Satoshi Suzuki; Shuichi Ando; Manabu Kano

  Chemical and Pharmaceutical Bulletin, 01 Sep. 2020, Peer-reviewed

  
• Quantitative analysis of product quality of naphtha reforming process under uncertain process conditions

  Iftikhar Ahmad; Gulsayyar Ali; Muhammad Bilal; Arshad Chughtai; Arshad Hussain; Manabu Kano

  Chemical Engineering Communications, 02 Aug. 2020, Peer-reviewed

  
• Wearable Epileptic Seizure Prediction System with Machine-Learning-Based Anomaly Detection of Heart Rate Variability

  Toshitaka Yamakawa; Miho Miyajima; Koichi Fujiwara; Manabu Kano; Yoko Suzuki; Yutaka Watanabe; Satsuki Watanabe; Toru Hoshida; Motoki Inaji; Taketoshi Maehara

  Sensors, 17 Jul. 2020, Peer-reviewed

  
• Optimal Weighting Distance-Based Similarity for Locally Weighted PLS Modeling

  Xinmin Zhang; Manabu Kano; Zhihuan Song

  Industrial and Engineering Chemistry Research, 24 Jun. 2020, Peer-reviewed

  
• Over- and Under-sampling Approach for Extremely Imbalanced and Small Minority Data Problem in Health Record Analysis

  Koichi Fujiwara; Yukun Huang; Kentaro Hori; Kenichi Nishioji; Masao Kobayashi; Mai Kamaguchi; Manabu Kano

  Frontiers in Public Health, 19 May 2020, Peer-reviewed

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• Real-Time Estimation of Molten Steel Flow in Continuous Casting Mold

  Yoshinari Hashimoto; Akitoshi Matsui; Toshiyuki Hayase; Manabu Kano

  Metallurgical and Materials Transactions B: Process Metallurgy and Materials Processing Science, Apr. 2020, Peer-reviewed

  
• Regression and independence based variable importance measure

  Xinmin Zhang; Takuya Wada; Koichi Fujiwara; Manabu Kano

  Computers and Chemical Engineering, Apr. 2020, Peer-reviewed

  
• Gray-box Soft Sensors in Process Industry: Current Practice, and Future Prospects in Era of Big Data

  IFTIKHAR AHMAD; Ahsan Ayub; Manabu Kano; Izzat Iqbal Cheema

  Processes, 20 Feb. 2020, Peer-reviewed

  
• Prediction and causal analysis of defects in steel products: Handling nonnegative and highly overdispersed count data

  Xinmin Zhang; Manabu Kano; Masahiro Tani; Junichi Mori; Junji Ise; Kohhei Harada

  Control Engineering Practice, Feb. 2020, Peer-reviewed

  
• Sleep Spindle Detection Using RUSBoost and Synchrosqueezed Wavelet Transform

  Takafumi Kinoshita; Koichi Fujiwara; Manabu Kano; Keiko Ogawa; Yukiyoshi Sumi; Masahiro Matsuo; Hiroshi Kadotani

  IEEE Transactions on Neural Systems and Rehabilitation Engineering, Feb. 2020, Peer-reviewed

  
• Obstructive sleep apnea screening by heart rate variability-based apnea/normal respiration discriminant model

  Chikao Nakayama; Koichi Fujiwara; Yukiyoshi Sumi; Masahiro Matsuo; Manabu Kano; Hiroshi Kadotani

  Physiological Measurement, 01 Dec. 2019, Peer-reviewed

  
• Views of patients with epilepsy on wearable seizure prediction system; impact of two different type of devices on sleep quality

  M. Miyajima; T. Yamakawa; K. Fujiwara; T. Seki; T. ohno; M. Iimori; M. Inaji; H. Osoegawa; M. Kano; T. Maehara

  Sleep Medicine, Dec. 2019

  
• A comparative study of deep and shallow predictive techniques for hot metal temperature prediction in blast furnace ironmaking

  Xinmin Zhang; Manabu Kano; Shinroku Matsuzaki

  Computers and Chemical Engineering, 02 Nov. 2019, Peer-reviewed

  
• てんかん患者におけるウェアラブル自律神経機能モニタリングの試み てんかん突然死のリスク評価を目指し

  宮島 美穂; 山川 俊貴; 藤原 幸一; 関 拓哉; 稲次 基希; 橋本 聡華; 岩崎 真樹; 長綱 敏和; 藤井 正美; 山本 信二; 加納 学; 前原 健寿

  てんかん研究, Sep. 2019

  
• Development of a Sleep Apnea Detection Algorithm Using Long Short-Term Memory and Heart Rate Variability

  Ayako Iwasaki; Chikao Nakayama; Koichi Fujiwara; Yukiyoshi Sumi; Masahiro Matsuo; Manabu Kano; Hiroshi Kadotani

  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Jul. 2019, Peer-reviewed

  
• 心拍変動解析を用いたCPAPの自律神経活動への短期的効果の検証

  仲山 千佳夫; 藤原 幸一; 松尾 雅博; 加納 学; 角谷 寛

  日本睡眠学会定期学術集会プログラム・抄録集, Jun. 2019

  
• ウェーブレット・シンクロスクイージング変換とランダムアンダーサンプリングによる高精度睡眠紡錘波検出アルゴリズムの開発

  藤原 幸一; 木下 貴文; 角 幸頼; 松尾 雅博; 角谷 寛; 加納 学

  日本睡眠学会定期学術集会プログラム・抄録集, Jun. 2019, Peer-reviewed

  
• サポートベクターマシンに基づいた変数重要度による手首アクチグラフによる週末の寝だめ有無の推定および要因検討

  後藤 有貴; 藤原 幸一; 角 幸頼; 松尾 雅博; 加納 学; 角谷 寛

  日本睡眠学会定期学術集会プログラム・抄録集, Jun. 2019, Peer-reviewed

  
• Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG

  Koichi Fujiwara; Erika Abe; Keisuke Kamata; Chikao Nakayama; Yoko Suzuki; Toshitaka Yamakawa; Toshihiro Hiraoka; Manabu Kano; Yukiyoshi Sumi; Fumi Masuda; Masahiro Matsuo; Hiroshi Kadotani

  IEEE Transactions on Biomedical Engineering, Jun. 2019, Peer-reviewed

  
• Data-Based Prediction and Stochastic Analysis of Entrained Flow Coal Gasification under Uncertainty

  Iftikhar Ahmad; Ahsan Ayub; Nisar Mohammad; Manabu Kano

  Sensors, 05 Apr. 2019, Peer-reviewed

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• Model development and exergy analysis of a microreactor for the steam methane reforming process in a CFD environment

  Zia ur Rahman; Iftikhar Ahmad; Manabu Kano; Jawad Mustafa

  Entropy, Apr. 2019, Peer-reviewed

  
• Epileptic Seizure Suppression by Focal Brain Cooling With Recirculating Coolant Cooling System: Modeling and Simulation

  Kei Hata; Koichi Fujiwara; Takao Inoue; Takuto Abe; Takatomi Kubo; Toshitaka Yamakawa; Sadahiro Nomura; Hirochika Imoto; Michiyasu Suzuki; Manabu Kano

  IEEE Transactions on Neural Systems and Rehabilitation Engineering, Feb. 2019, Peer-reviewed

  
• Ensemble pattern trees for predicting hot metal temperature in blast furnace

  Xinmin Zhang; Manabu Kano; Shinroku Matsuzaki

  Computers & Chemical Engineering, Feb. 2019, Peer-reviewed

  
• Sensitivity-based variable importance and its application to steel making process

  Takuya Kawakita; Manabu Kano; Masahiro Tani; Junichi Mori; Junji Ise; L. Kohhei Harada

  Proceedings of the IEEE Conference on Decision and Control, 18 Jan. 2019, Peer-reviewed

  
• Transient model-based operation guidance on blast furnace

  Yoshinari Hashimoto; Yohei Kitamura; Tomohiro Ohashi; Yoshitaka Sawa; Manabu Kano

  Control Engineering Practice, Jan. 2019, Peer-reviewed

  
• Practical operation guidance on thermal control of blast furnace

  Yoshinari Hashimoto; Yuki Okamoto; Tatsuya Kaise; Yoshitaka Sawa; Manabu Kano

  ISIJ International, 2019, Peer-reviewed

  
• Modeling of a nickel-based fluidized bed membrane reactor for steam methane reforming process

  Mustafa Kamal Pasha; Iftikhar Ahmad; Jawad Mustafa; Manabu Kano

  Journal of the Chemical Society of Pakistan, 2019, Peer-reviewed

  
• Database management method based on strength of nonlinearity for locally weighted linear regression

  Sanghong Kim; Kazuki Mishima; Manabu Kano; Shinji Hasebe

  Journal of Chemical Engineering of Japan, 2019, Peer-reviewed

  
• Online prediction of hot metal temperature using transient model and moving horizon estimation

  Yoshinari Hashimoto; Yoshitaka Sawa; Manabu Kano

  ISIJ International, 2019, Peer-reviewed

  
• Erratum: Online prediction of hot metal temperature using transient model and moving horizon estimation (ISIJ International (2019) 59:9 (1534–1544 DOI: 10.2355/isijinternational.ISIJINT-2019-101)

  Yoshinari Hashimoto; Yoshitaka Sawa; Manabu Kano

  ISIJ International, 2019, Peer-reviewed

  
• Technological progress in biodiesel production: An overview on different types of reactors

  Khairul Azly Zahan; Manabu Kano

  Energy Procedia, 2019, Peer-reviewed

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• Data-Based Sensing and Stochastic Analysis of Biodiesel Production Process

  Iftikhar Ahmad; Ahsan Ayub; Uzair Ibrahim; Mansoor Khattak; Manabu Kano

  Energies, 25 Dec. 2018, Peer-reviewed

  
• Development and validation of kinematical blast furnace model with long-term operation data

  Yoshinari Hashimoto; Yoshitaka Sawa; Yohei Kitamura; Takahiro Nishino; Manabu Kano

  ISIJ International, Dec. 2018, Peer-reviewed

  
• Missing RRI Interpolation Algorithm based on Locally Weighted Partial Least Squares for Precise Heart Rate Variability Analysis

  Keisuke Kamata; Koichi Kinoshita; Manabu Kano

  Sensors, 10 Nov. 2018, Peer-reviewed

  
• An Artificial Intelligence Method for Energy Efficient Operation of Crude Distillation Units under Uncertain Feed Composition

  MUHAMMAD AMIN DURRANI; Iftikhar Ahmad; Manabu Kano; Shinji Hasebe

  Energies, Nov. 2018, Peer-reviewed

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• Deniosing Autoencoder-based Modification of RRI data with Premature Ventricular Contraction for Precise Heart Rate Variability Analysis

  Shota Miyatani; Koichi Fujiwara; Manabu Kano

  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 26 Oct. 2018, Peer-reviewed

  
• Principal Polynomial Analysis for Fault Detection and Diagnosis of Industrial Processes

  Xinmin Zhang; Manabu Kano; Yuan Li

  IEEE Access, 14 Sep. 2018, Peer-reviewed

  
• Biodiesel Production from Palm Oil, Its By-Products, and Mill Effluent: A Review

  Manabu Kano

  Energies, Aug. 2018, Peer-reviewed

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• 睡眠時無呼吸症候群患者における多変量統計的プロセス管理と心拍変動解析を用いた持続陽圧呼吸療法の自律神経活動への短期的効果の検証

  仲山 千佳夫; 藤原 幸一; 松尾 雅博; 角谷 寛; 加納 学

  日本睡眠学会定期学術集会プログラム・抄録集, Jul. 2018

  
• Quality-relevant independent component regression model for virtual sensing application

  Zhang, X.; Kano, M.; Li, Y.

  Computers and Chemical Engineering, Jul. 2018, Peer-reviewed

  
• Nearest correlation-based input variable weighting for soft-sensor design

  Koichi Fujiwara; Manabu Kano

  Frontiers in Chemistry, 01 May 2018, Peer-reviewed

  
• Design of false heart rate feedback system for improving game experience

  Sayaka Ogawa; Koichi Fujiwara; Toshitaka Yamakawa; Erika Abe; Manabu Kano

  2018 IEEE International Conference on Consumer Electronics, ICCE 2018, 26 Mar. 2018, Peer-reviewed

  
• CFD-Based Design of Focal Brain Cooling System for Suppressing Epileptic Seizures

  Kei Hata; Takuto Abe; Takao Inoue; Koichi Fujiwara; Takatomi Kubo; Toshitaka Yamakawa; Sadahiro Nomura; Hirochika Imoto; Michiyasu Suzuki; Manabu Kano

  Computer Aided Chemical Engineering, 01 Jan. 2018, Peer-reviewed

  
• Hurdle Modeling for Defect Data with Excess Zeros in Steel Manufacturing Process

  Xinmin Zhang; Manabu Kano; Masahiro Tani; Junichi Mori; Junji Ise; Kohhei Harada

  IFAC-PapersOnLine, 01 Jan. 2018, Peer-reviewed

  
• Defect Data Modeling and Analysis for Improving Product Quality and Productivity in Steel Industry

  Xinmin Zhang; Manabu Kano; Masahiro Tani; Junichi Mori; Kohhei Harada

  Computer Aided Chemical Engineering, 01 Jan. 2018, Peer-reviewed

  
• Root cause analysis of estimation error of a soft-sensor

  Narutomo Ishikawa; Sanghong Kim; Manabu Kano; Shinji Hasebe

  Computer Aided Chemical Engineering, 01 Jan. 2018, Peer-reviewed

  
• 心拍数変動解析と多変量統計的プロセス管理を用いたウェアラブルてんかん発作予知システムの開発

  山川 俊貴; 宮島 美穂; 藤原 幸一; 加納 学; 鈴木 陽子; 渡辺 裕貴; 渡邊 さつき; 村田 佳子; 星田 徹; 前原 健寿

  てんかん研究, Jan. 2018, Peer-reviewed

  
• Exergy analysis and optimisation of naphtha reforming process with uncertainty

  Asad Ullah Akram; Iftikhar Ahmad; Arshad Chughtai; Manabu Kano

  International Journal of Exergy, 2018, Peer-reviewed

  
• Dimensions and analysis of uncertainty in industrial modeling process

  Journal of Chemical Engineering of Japan, 2018, Peer-reviewed

  
• A first-principle model of 300 mm Czochralski single-crystal Si production process for predicting crystal radius and crystal growth rate

  Zheng, Z.; Seto, T.; Kim, S.; Kano, M.; Fujiwara, T.; Mizuta, M.; Hasebe, S.

  Journal of Crystal Growth, 2018, Peer-reviewed

  
• Ischemic stroke detection by analyzing heart rate variability in rat middle cerebral artery occlusion model

  Kodama, T.; Kamata, K.; Fujiwara, K.; Kano, M.; Yamakawa, T.; Yuki, I.; Murayama, Y.

  IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018, Peer-reviewed

  
• Seizure prediction in localization-related epilepsy by heart rate variability monitoring

  M. Miyajima; K. Fujiwara; Y. Toshitaka; S. Yoko; T. Sasai-Sakuma; M. Kano; T. Maehara; Y. Watanabe; S. Watanabe; Y. Murata; T. Sasano; M. Eisuke

  Journal of the Neurological Sciences, Oct. 2017, Peer-reviewed

  
• A new infarction detection method based on heart rate variability in rat middle cerebral artery occlusion model

  Tomonobu Kodata; Keisuke Kamata; Koichi Fujiwara; Manabu Kano; Toshiki Yamakawa; Ichiro Yuki; Yuichi Murayama

  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 13 Sep. 2017, Peer-reviewed

  
• Design of focal brain cooling system for suppressing epileptic seizures

  Kei Hata; Koichi Fujiwara; Manabu Kano; Takao Inoue; Sadahiro Nomura; Hirochika Imoto; Michiyasu Suzuki

  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 13 Sep. 2017, Peer-reviewed

  
• Locally weighted kernel partial least squares regression based on sparse nonlinear features for virtual sensing of nonlinear time-varying processes

  Xinmin Zhang; Manabu Kano; Yuan Li

  Computers & Chemical Engineering, Sep. 2017, Peer-reviewed

  
• Development of correlation-based process characteristics visualization method and its application to fault detection

  Koichi Fujiwara; Manabu Kano

  IEEE International Conference on Control and Automation, ICCA, 04 Aug. 2017, Peer-reviewed

  
• Modified joint-Y PLS model for integrated use of data from similar plants

  Naoki Okayama; Sanghong Kim; Manabu Kano; Shinji Hasebe

  2017 6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017, 18 Jul. 2017, Peer-reviewed

  
• Soft-sensor Development for Flow Measurement in Central Air-Conditioning System

  Reiko Hattori; Toru Fujii; Manabu Kano

  Transactions of the Institute of Systems, Control and Information Engineers, Jun. 2017, Peer-reviewed

  
• Computational fluid dynamics based model development and exergy analysis of naphtha reforming reactors

  Mustafa, J.; Ahmad, I.; Ahsan, M.; Kano, M.

  International Journal of Exergy, 2017, Peer-reviewed

  
• Missing RRI interpolation for HRV analysis using locally-weighted partial least squares regression

  Keisuke Kamata; Koichi Fujiwara; Toshiki Yamakawa; Manabu Kano

  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 13 Oct. 2016, Peer-reviewed

  
• 装着可能な心拍数変動モニター装置を用いた新規てんかん発作予測システムの開発(Development of a new epileptic seizure prediction system with wearable heart rate variability monitoring device)

  Miyajima Miho; Yamakawa Toshitaka; Fujiwara Koichi; Suzuki Yoko; Watanabe Masako; Inaji Motoki; Watanabe Satsuki; Murata Yoshiko; Watanabe Yutaka; Kano Manabu; Matsushima Eisuke

  てんかん研究, Sep. 2016

  
• Setting the process parameters for the coating process in order to assure tablet appearance based on multivariate analysis of prior data

  Shuichi Tanabe; Hiroshi Nakagawa; Tomoyuki Watanabe; Hidemi Minami; Manabu Kano; Nora A. Urbanetz

  International Journal of Pharmaceutics, Sep. 2016, Peer-reviewed

  
• Development of Photoplethysmogram sensor-embedded video game controller

  Erika Abe; Koichi Fujiwara; Manabu Kano; Hiroshi Chigira; Toshitaka Yamakawa

  2016 IEEE International Conference on Consumer Electronics, ICCE 2016, 10 Mar. 2016, Peer-reviewed

  
• Development of a Two-stages E-FRIT Tuning Method for Generalized Two-degrees of Freedom PID Control System

  OGAWA Morimasa; KANO Manabu

  Transactions of the Society of Instrument and Control Engineers, 2016

  
• Individuality Reduction in Heart Rate Variability for Drowsy Driving Detection

  Koichi Fujiwara; Erika Abe; Toshitaka Yamakawa; Manabu Kano

  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2016, Peer-reviewed

  
• Real-Time Epileptic Seizure Prediction System Employing a Wearable HRV Telemeter and a Smartphone

  Miho Miyajima; Toshitaka Yamakawa; Koichi Fujiwara; Yuriko Sawada; Yoko Suzuki; Erika Abe; Manabu Kano; Satsuki Watanabe; Yoshiko Murata; Yutaka Watanabe; Taketoshi Maehara; Eisuke Matsushima

  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2016, Peer-reviewed

  
• Development of Drowsiness Detection Method by Integrating Heart Rate Variability Analysis and Multivariate Statistical Process Control

  ABE Erika; FUJIWARA Koichi; HIRAOKA Toshihiro; YAMAKAWA Toshitaka; KANO Manabu

  SICE Journal of Control, Measurement, and System Integration, 2016, Peer-reviewed

  
• Sparse Sample Regression Based Just-In-Time Modeling (SSR-JIT): Beyond Locally Weighted Approach

  Uchimaru, T.; Kano, M.

  IFAC-PapersOnLine, 2016, Peer-reviewed

  
• Vinyl Acetate Monomer (VAM) Plant Model: A New Benchmark Problem for Control and Operation Study

  Machida, Y.; Ootakara, S.; Seki, H.; Hashimoto, Y.; Kano, M.; Miyake, Y.; Anzai, N.; Sawai, M.; Katsuno, T.; Omata, T.

  IFAC-PapersOnLine, 2016, Peer-reviewed

  
• Variable Elimination-Based Contribution for Accurate Fault Identification

  Satoyama, Y.; Fujiwara, K.; Kano, M.

  IFAC-PapersOnLine, 2016, Peer-reviewed

  
• Epileptic Seizure Prediction Based on Multivariate Statistical Process Control of Heart Rate Variability Features

  Koichi Fujiwara; Miho Miyajima; Toshitaka Yamakawa; Erika Abe; Yoko Suzuki; Yuriko Sawada; Manabu Kano; Taketoshi Maehara; Katsuya Ohta; Taeko Sasai-Sakuma; Tetsuo Sasano; Masato Matsuura; Eisuke Matsushima

  IEEE Transactions on Biomedical Engineering, Jun. 2016, Peer-reviewed

  
• Epileptic Seizure Prediction Based on Multivariate Statistical Process Control of Heart Rate Variability Features.

  Fujiwara K; Miyajima M; Yamakawa T; Abe E; Suzuki Y; Sawada Y; Kano M; Maehara T; Ohta K; Sasai-Sakuma T; Sasano T; Matsuura M; Matsushima E

  IEEE transactions on bio-medical engineering, Dec. 2015, Peer-reviewed

  
• Closed-loop identification of plant and disturbance models based on generalized minimum variance evaluation

  Ryota Uematsu; Shiro Masuda; Manabu Kano

  2015 IEEE Conference on Control and Applications, CCA 2015 - Proceedings, 04 Nov. 2015, Peer-reviewed

  
• Data-driven generalized minimum variance regulatory control for model-free PID gain tuning

  Ryoko Yokoyama; Shiro Masuda; Manabu Kano

  2015 IEEE Conference on Control and Applications, CCA 2015 - Proceedings, 04 Nov. 2015, Peer-reviewed

  
• Fictitious reference iterative tuning based on variance evaluation for disturbance attenuation in non-minimum phase plants

  Yuki Ishii; Shiro Masuda; Manabu Kano

  2015 IEEE Conference on Control and Applications, CCA 2015 - Proceedings, 04 Nov. 2015, Peer-reviewed

  
• Development of sleep apnea syndrome screening algorithm by using heart rate variability analysis and support vector machine

  Chikao Nakayama; Koichi Fujiwara; Masahiro Matsuo; Manabu Kano; Hiroshi Kadotani

  Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 04 Nov. 2015, Peer-reviewed

  
• てんかん発作前心拍数の可変性変化の多変量統計的プロセス管理を用いた検出法(Detection of Preictal Heart Rate Variability Alteration Using Multivariate Statistical Process Control)

  Miyajima Miho; Fujiwara Koichi; Abe Erika; Suzuki Yoko; Sawada Yuriko; Sasai-Sakuma Taeko; Yamakawa Toshitaka; Kano Manabu; Maehara Taketoshi; Sasano Tetsuo; Ohta Katsuya; Matsuura Masato; Matsushima Eisuke

  てんかん研究, Sep. 2015

  
• Covariance-based locally weighted partial least squares for high-performance adaptive modeling

  Koji Hazama; Manabu Kano

  Chemometrics and Intelligent Laboratory Systems, Aug. 2015, Peer-reviewed

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• Heart Rate Monitoring by A Pulse Sensor Embedded Game Controller

  Erika Abe; Hiroshi Chigira; Koichi Fujiwarai; Toshitaka Yamakawa; Manabu Kano

  2015 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2015, Peer-reviewed

  
• Development of Stroke Detection Method by Heart Rate Variability Analysis and Support Vector Machine

  Keisuke Kamata; Koichi Fujiwara; Tomonobu Kodama; Manabu Kano; Toshitaka Yamakawa; Norikata Kobayashi; Fuminori Shimizu

  2015 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2015

  
• Accuracy Comparison between Two Microcontroller-embedded R-wave Detection Methods for Heart-rate Variability Analysis

  Toshitaka Yamakawa; Ryunosuke Kinoshita; Koichi Fujiwara; Manabu Kano; Miho Miyajima; Tadashi Sakata; Yuichi Ueda

  2015 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2015, Peer-reviewed

  
• Nearest correlation Louvain method for fast and good selection of input variables of statistical model

  Uchimaru, T.; Hazama, K.; Fujiwara, K.; Kano, M.

  IFAC-PapersOnLine, 2015, Peer-reviewed

  
• Process parameter optimization based on LW-PLS in pharmaceutical granulation process

  Yoshizaki, R.; Kano, M.; Tanabe, S.; Miyano, T.

  IFAC-PapersOnLine, 2015, Peer-reviewed

  
• Adaptive virtual metrology design for semiconductor dry etching process through locally weighted partial least squares

  Hirai, T.; Kano, M.

  IEEE Transactions on Semiconductor Manufacturing, 2015, Peer-reviewed

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• Efficient input variable selection for soft-senor design based on nearest correlation spectral clustering and group Lasso

  Fujiwara, K.; Kano, M.

  ISA Transactions, 2015, Peer-reviewed

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• Input variable scaling for statistical modeling

  Kim, S.; Kano, M.; Nakagawa, H.; Hasebe, S.

  Computers and Chemical Engineering, 2015, Peer-reviewed

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• Quality Prediction in Complex Batch Processes with Just-in-Time Learning Model Based on Non-Gaussian Dissimilarity Measure

  Zhang, X.; Li, Y.; Kano, M.

  Industrial and Engineering Chemistry Research, 2015, Peer-reviewed

  
• Application of locally weighted partial least squares to design of semiconductor virtual metrology

  Toshiya Hirai; Koji Hazama; Manabu Kano

  2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014, 09 Dec. 2014, Peer-reviewed

  
• Domain of attraction for optimization of data-based H2control performance criterion

  Masahiro Tanaka; Shiro Masuda; Manabu Kano

  2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014, 09 Dec. 2014, Peer-reviewed

  
• Simultaneous update of model and controller using fictitious reference iterative tuning for disturbance attenuation based on variance evaluation

  Yasushi Mahara; Shiro Masuda; Manabu Kano

  2014 IEEE Conference on Control Applications, CCA. Part of 2014 IEEE Multi-conference on Systems and Control, MSC 2014, 09 Dec. 2014, Peer-reviewed

  
• Spectral fluctuation dividing for efficient wavenumber selection: Application to estimation of water and drug content in granules using near infrared spectroscopy

  Miyano, T.; Kano, M.; Tanabe, H.; Nakagawa, H.; Watanabe, T.; Minami, H.

  International Journal of Pharmaceutics, Nov. 2014, Peer-reviewed

  
• Data-driven generalized minimum variance regulatory control

  Kazuma Ando; Shiro Masuda; Manabu Kano

  2014 European Control Conference, ECC 2014, 22 Jul. 2014, Peer-reviewed

  
• 心拍変動解析と多変量統計的プロセス管理によるドライバの眠気検出

  阿部恵里花; 藤原幸一; 平岡敏洋; 山川俊貴; 加納学

  日本人間工学会第55回大会講演集, Jun. 2014

  
• Input Variable Scaling Method Using VIP and Regression Coefficients

  Kim Sanghong; Kano Manabu; Nakagawa Hiroshi; Hasebe Shinji

  Proceedings of the Japan Joint Automatic Control Conference, 2014

  
• Visualisation of the T cell differentiation programme by Canonical Correspondence Analysis of transcriptomes

  Ono, M.; Tanaka, R.J.; Kano, M.

  BMC Genomics, 2014, Peer-reviewed

  
• Verification of model development technique for NIR-based real-time monitoring of ingredient concentration during blending

  Nakagawa, H.; Kano, M.; Hasebe, S.; Miyano, T.; Watanabe, T.; Wakiyama, N.

  International Journal of Pharmaceutics, 2014, Peer-reviewed

  
• Prediction of molten steel temperature in steel making process with uncertainty by integrating gray-box model and bootstrap filter

  Ahmad, I.; Kano, M.; Hasebe, S.; Kitada, H.; Murata, N.

  Journal of Chemical Engineering of Japan, 2014, Peer-reviewed

  
• Gray-box modeling for prediction and control of molten steel temperature in tundish

  Iftikhar Ahmad; Manabu Kano; Shinji Hasebe; Hiroshi Kitada; Noboru Murata

  Journal of Process Control, Apr. 2014, Peer-reviewed, Corresponding author

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• External analysis-based regression model for robust soft sensing of multimode chemical processes

  Ge, Z.; Song, Z.; Kano, M.

  AIChE Journal, 2014, Peer-reviewed

  
• Long-term industrial applications of inferential control based on just-in-time soft-sensors: Economical impact and challenges

  Sanghong Kim; Manabu Kano; Shinji Hasebe; Akitoshi Takinami; Takeshi Seki

  Industrial and Engineering Chemistry Research, 04 Sep. 2013, Peer-reviewed

  
• New synthesis procedure to find the optimal distillation sequence with internal and external heat integrations

  J. Rafael Alcántara-Avila; Shinji Hasebe; Manabu Kano

  Industrial and Engineering Chemistry Research, Apr. 2013, Peer-reviewed

  
• Real-time monitoring of lubrication properties of magnesium stearate using NIR spectrometer and thermal effusivity sensor

  Hiroshi Nakagawa; Manabu Kano; Shinji Hasebe; Tatsuya Suzuki; Naoki Wakiyama

  International Journal of Pharmaceutics, 30 Jan. 2013, Peer-reviewed

  
• Visualising the Cross-Level Relationships between Pathological and Physiological Processes and Gene Expression: Analyses of Haematological Diseases

  Masahiro Ono; Reiko J. Tanaka; Manabu Kano; Toshio Sugiman

  PLoS ONE, 02 Jan. 2013, Peer-reviewed

  
• Data-Based Ground Fault Diagnosis of Power Cable Systems

  Iftikhar Ahmad; Hiroyuki Mabuchi; Manabu Kano; Shinji Hasebe; Yoshikazu Inoue; Hiroaki Uegaki

  Journal of Control, Measurement, and System Integration, 2013, Peer-reviewed

  
• Design of inner and outer gray-box models to predict molten steel temperature in Tundish

  Iftikhar Ahmad; Manabu Kano; Shinji Hasebe; Hiroshi Kitada; Noboru Murata

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2013, Peer-reviewed

  
• Epileptic seizure monitoring by using multivariate statistical process control

  Hirotsugu Hashimoto; Koichi Fujiwara; Yoko Suzuki; Miho Miyajima; Toshitaka Yamakawa; Manabu Kano; Taketoshi Maehara; Katsuya Ohta; Tetsuo Sasano; Masato Matsuura; Eisuke Matsushima

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2013, Peer-reviewed

  
• 18th IFAC World Congress: Milano, Italy, August 28 to September 2, 2011

  Scali, C.; Kano, M.; Georgakis, C.; Bergh, L.; Perez, J.A.M.; Asano, K.; Hahn, J.

  Journal of Process Control, 2013, Peer-reviewed

  
• High-performance prediction of molten steel temperature in tundish through gray-box model

  Toshinori Okura; Iftikhar Ahmad; Manabu Kano; Shinji Hasebe; Hiroshi Kitada; Noboru Murata

  ISIJ International, 2013, Peer-reviewed

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• Development of soft-sensor using locally weighted PLS with adaptive similarity measure

  Kim, S.; Okajima, R.; Kano, M.; Hasebe, S.

  Chemometrics and Intelligent Laboratory Systems, 2013, Peer-reviewed

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• Virtual sensing technology in process industries: Trends and challenges revealed by recent industrial applications

  Manabu Kano; Koichi Fujiwara

  Journal of Chemical Engineering of Japan, 2013

  
• Input variable selection for PLS modeling using nearest correlation spectral clustering

  Koichi Fujiwara; Hiroshi Sawada; Manabu Kano

  Chemometrics and Intelligent Laboratory Systems, 15 Aug. 2012, Peer-reviewed

  
• Multiobjective optimization for synthesizing compressor-aided distillation sequences with heat integration

  J. Rafael Alcántara-Avila; Manabu Kano; Shinji Hasebe

  Industrial and Engineering Chemistry Research, 02 May 2012, Peer-reviewed

  
• Evaluation of infrared-reflection absorption spectroscopy measurement and locally weighted partial least-squares for rapid analysis of residual drug substances in cleaning processes

  Hiroshi Nakagawa; Takahiro Tajima; Manabu Kano; Sanghong Kim; Shinji Hasebe; Tatsuya Suzuki; Hiroaki Nakagami

  Analytical Chemistry, Apr. 2012, Peer-reviewed

  
• Development of correlation-based pattern recognition algorithm and adaptive soft-sensor design

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  Control Engineering Practice, Apr. 2012, Peer-reviewed

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• Environmental and economic optimization of distillation structures to produce anhydrous ethanol

  J. Rafael Alcántara-Avila; Manabu Kano; Shinji Hasebe

  Computer Aided Chemical Engineering, 2012, Peer-reviewed

  
• A New Strategy of Locality Enhancement for Justin-Time Learning Method

  Qing Lin Su; Manabu Kano; Min Sen Chiu

  Computer Aided Chemical Engineering, 2012, Peer-reviewed

  
• Gray-box model to control molten steel temperature in Tundish

  S. Sakashita; T. Okura; I. Ahmad; M. Kano; H. Kitada; N. Murata

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2012, Peer-reviewed

  
• Comparative study of state estimation of tubular microreactors using UKF and EKF

  Keisuke Miyabayashi; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2012, Peer-reviewed

  
• Sensitivity analysis for controlling molten steel temperature in Tundish

  Noboru Murata; Sho Sonoda; Hideitsu Hino; Hiroshi Kitada; Manabu Kano

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2012, Peer-reviewed

  
• Industrial applications of locally weighted PLS to realize maintenance-free high-performance virtual sensing

  Manabu Kano; Sanghong Kim; Ryota Okajima; Shinji Hasebe

  International Conference on Control, Automation and Systems, 2012, Peer-reviewed

  
• A statistical model for predicting the liquid steel temperature in ladle and tundish by bootstrap filter

  Sho Sonoda; Noboru Murata; Hideitsu Hino; Hiroshi Kitada; Manabu Kano

  ISIJ International, 2012, Peer-reviewed

  
• Estimation of active pharmaceutical ingredients content using locally weighted partial least squares and statistical wavelength selection

  Sanghong Kim; Manabu Kano; Hiroshi Nakagawa; Shinji Hasebe

  International Journal of Pharmaceutics, 15 Dec. 2011, Peer-reviewed

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• Correlation-based spectral clustering for flexible process monitoring

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  Journal of Process Control, Dec. 2011, Peer-reviewed

  
• Prediction of multiple steady states in distillation through simple mass and heat balance analysis

  Manabu Kano; Hiroshi Makita; Shinji Hasebe

  Industrial and Engineering Chemistry Research, 02 Feb. 2011, Peer-reviewed

  
• Optimum quality design system for steel products through locally weighted regression model

  Hiroyasu Shigemori; Manabu Kano; Shinji Hasebe

  Journal of Process Control, Feb. 2011, Peer-reviewed

  
• Data-based fault diagnosis of power cable system: Comparative study of k-NN, ANN, random forest, and CART

  Iftikhar Ahmad; Hiroyuki Mabuchi; Manabu Kano; Shinji Hasebe; Yoshikazu Inoue; Hiroaki Uegaki

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2011, Peer-reviewed

  
• Just-In-Time Statistical Process Control: Adaptive monitoring of vinyl acetate monomer process

  Manabu Kano; Takeaki Sakata; Shinji Hasebe

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2011, Peer-reviewed

  
• Practical use of operation data in the process industry

  Manabu Kano

  IEEJ Transactions on Electronics, Information and Systems, 2011, Peer-reviewed

  
• Extended fictitious reference iterative tuning and its application to chemical processes

  Manabu Kano; Kenichi Tasaka; Morimasa Ogawa; Akitoshi Takinami; Shinichi Takahashi; Seiji Yoshii

  2011 International Symposium on Advanced Control of Industrial Processes, ADCONIP 2011, 2011, Peer-reviewed

  
• Application of just-in-time statistical process control to vinyl acetate monomer process

  Sakata, T.; Kano, M.; Hasebe, S.

  10AIChE - 2010 AIChE Annual Meeting, Conference Proceedings, 01 Dec. 2010

  
• Plant-model Mismatch Detection for Model Predictive Control System

  SHIGI Yohei; KANO Manabu; HASEBE Shinji

  計測自動制御学会論文集, 31 Oct. 2010, Peer-reviewed

  
• The state of the art in chemical process control in Japan: Good practice and questionnaire survey

  Manabu Kano; Morimasa Ogawa

  Journal of Process Control, Oct. 2010, Peer-reviewed

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• Plan View Pattern Control for Steel Plates through Constrained Locally Weighted Regression

  SHIGEMORI Hiroyasu; NAMBU Koji; NAGAO Ryo; ARAKI Tadashi; MIZUSHIMA Narihito; KANO Manabu; HASEBE Shinji

  計測自動制御学会論文集 = Transactions of the Society of Instrument and Control Engineers, 31 Aug. 2010, Peer-reviewed

  
• Plantwide control system design of the benchmark vinyl acetate monomer production plant

  Hiroya Seki; Morimasa Ogawa; Toshiaki Itoh; Shigeki Ootakara; Hisashi Murata; Yoshihiro Hashimoto; Manabu Kano

  Computers and Chemical Engineering, Aug. 2010, Peer-reviewed

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• A fictitious reference iterative tuning method with simultaneous delay parameter tuning of the reference model

  Shiro Masuda; Manabu Kano; Yusuke Yasuda; Guo Dong Li

  International Journal of Innovative Computing, Information and Control, Jul. 2010, Peer-reviewed

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• Development of correlation-based clustering method and its application to software sensing

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  Chemometrics and Intelligent Laboratory Systems, Apr. 2010, Peer-reviewed

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• Shape optimization of microchannels using CFD and adjoint method

  Osamu Tonomura; Manabu Kano; Shinji Hasebe

  Computer Aided Chemical Engineering, 2010, Peer-reviewed

  
• Correlation-based spectral clustering for flexible soft-sensor design

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2010, Peer-reviewed

  
• Detection of significant model-plant mismatch from routine operation data of model predictive control system

  Manabu Kano; Yohei Shigi; Shinji Hasebe; Satoshi Ooyama

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2010, Peer-reviewed

  
• Practical direct PID/I-PD controller tuning and its application to chemical processes

  Manabu Kano; Kenichi Tasaka; Morimasa Ogawa; Shigeki Ootakara; Akitoshi Takinami; Shinichi Takahashi; Seiji Yoshii

  Proceedings of the IEEE International Conference on Control Applications, 2010, Peer-reviewed

  
• Process monitoring of tubular microreactors using particle filter

  Osamu Tonomura; Jun Ichi Kano; Manabu Kano; Shinji Hasebe

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2010, Peer-reviewed

  
• Rigorous dynamic simulator for control study of the large-scale benchmark chemical plant

  Takamasa Yumoto; Shigeki Ootakara; Hiroya Seki; Yoshihiro Hashimoto; Hisashi Murata; Manabu Kano; Yoshiyuki Yamashita

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2010, Peer-reviewed

  
• Stiction modelling

  M. A.A.Shoukat Choudhury; Nina F. Thornhill; Manabu Kano; Sirish L. Shah

  Advances in Industrial Control, 2010, Peer-reviewed

  
• Shape-based stiction detection

  Manabu Kano; Yoshiyuki Yamashita; Hidekazu Kugemoto

  Advances in Industrial Control, 2010, Peer-reviewed

  
• Prediction of multiple steady states in distillation through simple heat balance analysis

  M. Kano; H. Makita; S. Hasebe

  19th International Congress of Chemical and Process Engineering, CHISA 2010 and 7th European Congress of Chemical Engineering, ECCE-7, 2010, Peer-reviewed

  
• Effect of operation strategy and control structure on multiple steady-states of heat integrated distillation column (HIDiC)

  Lin Wang; Manabu Kano; Shinji Hasebe

  Journal of Chemical Engineering of Japan, 2010, Peer-reviewed

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• 不確定要素を考慮したレシピ設計支援システムの開発とその樹脂コンパウンド製品設計への適用

  河野浩司; 加納学; 長谷部伸治; 鹿野昌和

  化学工学会論文集, Vol.36, No.4, pp.405-412, 2010, Peer-reviewed

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• Soft-sensor development using correlation-based just-in-time modeling

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe; Akitoshi Takinami

  AIChE Journal, Jul. 2009, Peer-reviewed

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• Direct PID Tuning from Closed-Loop Data and Its Application to Unstable Processes

  TASAKA Kenichi; KANO Manabu; OGAWA Morimasa; MASUDA Shiro; YAMAMOTO Toru

  Transactions of the Institute of Systems, Control and Information Engineers, Apr. 2009, Peer-reviewed

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• Two-stage subspace identification for softsensor design and disturbance estimation

  Manabu Kano; Seunghyun Lee; Shinji Hasebe

  Journal of Process Control, Feb. 2009, Peer-reviewed

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• モデル残差と操作変数の偏相関解析に基づくモデル予測制御系の診断

  信貴 洋平; 加納 学; 長谷部 伸治

  化学工学会 研究発表講演要旨集, 2009

  
• The state of the art in advanced chemical process control in Japan

  Kano M; Ogawa M

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2009, Peer-reviewed

  
• Sensor location for effective fault diagnosis in micro chemical processes

  Tonomura O; Nagahara S; Kano J.-I; Kano M; Hasebe S

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2009, Peer-reviewed

  
• Correlation-based pattern recognition and its application to adaptive soft-sensor design

  Fujiwara K; Kano M; Hasebe S

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2009, Peer-reviewed

  
• Correlation-based Just-In-Time Modeling for Softsensor Design

  FUJIWARA Koichi; KANO Manabu; HASEBE Shinji

  計測自動制御学会論文集, 30 Apr. 2008, Peer-reviewed

  
• Quality Control for Steel Products through Locally-weighted Regression

  SHIGEMORI Hiroyasu; NAGAO Ryo; HIRATA Naoto; NAMBU Koji; IKEDA Nobuya; MIZUSHIMA Narihito; KANO Manabu; HASEBE Shinji

  計測自動制御学会論文集, 30 Apr. 2008, Peer-reviewed

  
• Quality improvement of steel products through statistical approach

  中川 義明; 加納 学; 中川 繁政

  Journal of the Society of Plant Engineers Japan, Feb. 2008, Peer-reviewed

  
• Operation policy for micro chemical plants with external numbering-up structure

  Osamu Tonomura; Takayuki Tominari; Manabu Kano; Shinji Hasebe

  Chemical Engineering Journal, 15 Jan. 2008, Peer-reviewed

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• Data-based process monitoring, process control, and quality improvement: Recent developments and applications in steel industry

  Manabu Kano; Yoshiaki Nakagawa

  Computers and Chemical Engineering, Jan. 2008, Peer-reviewed

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• Softsensor Design through Two-stage Subspace Identification Method

  LEE Seunghyun; KANO Manabu; HASEBE Shinji

  Transactions of the Society of Instrument and Control Engineers, 31 Oct. 2007, Peer-reviewed

  
• Multiple steady-states in a heat integrated distillation column (HIDiC)

  Manabu Kano; Tomohiro Fukushima; Hiroshi Makita; Shinji Hasebe

  Journal of Chemical Engineering of Japan, 20 Oct. 2007, Peer-reviewed

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• Data-based and model-based blockage diagnosis for stacked microchemical processes

  Manabu Kano; Toku Fujioka; Osamu Tonomura; Shinji Hasebe; Masaru Noda

  Chemical Engineering Science, Feb. 2007, Peer-reviewed

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• Optimal shape design of pressure-driven microchannels using adjoint variable method

  Osamu Tonomura; Tatsuya Takase; Manabu Kano; Shinji Hasebe

  ICNMM2007: PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON NANOCHANNELS, MICROCHANNELS, AND MINICHANNELS, 2007, Peer-reviewed

  
• Improving estimation performance of softsensors through two-stage subspace identification

  Kano M; Lee S; Hasebe S

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2007, Peer-reviewed

  
• Operation Profile Optimization for Batch Process by Using Wavelet Analysis

  FUJIWARA Koichi; KANO Manabu; HASEBE Shinji; OHNO Hiromu

  Transactions of the Society of Instrument and Control Engineers, 31 Oct. 2006, Peer-reviewed

  
• Dynamics and control of heat integrated distillation column (HIDiC)

  Tomohiro Fukushima; Manabu Kano; Shinji Hasebe

  Journal of Chemical Engineering of Japan, 20 Oct. 2006, Peer-reviewed

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• Development of Data-Based Hierarchical Quality Improvement System (HiQIS):Manipulated Variables Selection for Quality Control

  FUJIWARA Koichi; KANO Manabu; HASEBE Shinji; OHNO Hiromu

  Transactions of the Society of Instrument and Control Engineers, 31 Aug. 2006, Peer-reviewed

  
• Quantification of Qualitative Quality Information for Data-Driven Quality Improvement

  KANO Manabu; FUJIWARA Koichi; HASEBE Shinji; OHNO Hiromu

  Transactions of the Society of Instrument and Control Engineers, 31 Aug. 2006, Peer-reviewed

  
• Systematic procedure for designing a microreactor with slit-type mixing structure

  Osamu Tonomura; Tatsuya Takase; Manabu Kano; Shinji Hasebe

  Computer Aided Chemical Engineering, 2006, Peer-reviewed

  
• Product quality improvement using multivariate data analysis

  Kano M; Fujiwara K; Hasebe S; Ohno H

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2005, Peer-reviewed

  
• Modeling and Detection of Stiction in Pneumatic Control Valve

  MARUTA Hiroshi; KANO Manabu; KUGEMOTO Hidekazu; SHIMIZU Keiko

  Transactions of the Society of Instrument and Control Engineers, 31 Aug. 2004

  
• CFD-based optimal design of manifold in plate-fin microdevices

  Osamu Tonomura; Shotaro Tanaka; Masaru Noda; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Chemical Engineering Journal, 01 Aug. 2004, Peer-reviewed

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• Evolution of multivariate statistical process control: Application of independent component analysis and external analysis

  Manabu Kano; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  Computers and Chemical Engineering, 15 Jun. 2004, Peer-reviewed

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• Product quality estimation and operating condition monitoring for industrial ethylene fractionator

  Hirokazu Kamohara; Akitoshi Takinami; Makoto Takeda; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Journal of Chemical Engineering of Japan, Mar. 2004, Peer-reviewed

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• Inferential control of distillation compositions: Selection of model and control configuration

  Manabu Kano; Natthaphon Showchaiya; Shinji Hasebe; Iori Hashimoto

  Control Engineering Practice, Aug. 2003, Peer-reviewed

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• Monitoring independent components for fault detection

  Manabu Kano; Shouhei Tanaka; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  AIChE Journal, Apr. 2003, Peer-reviewed

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• Statistical process monitoring based on dissimilarity of process data

  Manabu Kano; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  AIChE Journal, 01 Jun. 2002, Peer-reviewed

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• Comparison of multivariate statistical process monitoring methods with applications to the Eastman challenge problem

  Manabu Kano; Koji Nagao; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno; Ramon Strauss; Bhavik R. Bakshi

  Computers and Chemical Engineering, 15 Feb. 2002, Peer-reviewed

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• Multivariate statistical process control with dynamic external analysis

  M Kano; H Maruta; S Tanaka; S Hasebe; Hashimoto, I; H Ohno

  SICE 2002: PROCEEDINGS OF THE 41ST SICE ANNUAL CONFERENCE, VOLS 1-5, 2002, Peer-reviewed

  
• Influence of the incomplete dissolution of fines in the fines dissolver on the optimal operation of industrial continuous DTB crystallizers

  Ken Ichiro Sotowa; Takashi Hamamura; Hiroshi Taniguchi; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Powder Technology, 05 Nov. 2001, Peer-reviewed

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• A new multivariate statistical process monitoring method using principal component analysis

  Manabu Kano; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  Computers and Chemical Engineering, 15 Aug. 2001, Peer-reviewed

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• Improvement of distillation composition control by using predictive inferential control technique

  N. Showchaiya; M. Kano; S. Hasebe; I. Hashimoto

  Journal of Chemical Engineering of Japan, Aug. 2001, Peer-reviewed

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• Fault detection and identification based on dissimilarity of process data

  Manabu Kano; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  2001 European Control Conference, ECC 2001, 2001, Peer-reviewed

  
• Optimal operation of a continuous DTB crystallizer

  Shinji Hasebe; Takashi Hamamura; Kiyoshi Naito; Ken Ichiro Sotowa; Manabu Kano; Iori Hashimoto; Hitoshi Betsuyaku; Hironobu Takeda

  Journal of Process Control, Oct. 2000, Peer-reviewed

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• Inferential control system of distillation compositions using dynamic Partial Least Squares regression

  Manabu Kano; Koichi Miyazaki; Shinji Hasebe; Iori Hashimoto

  Journal of Process Control, Apr. 2000, Peer-reviewed

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• Application of the method of characteristics to crystallizer simulation and comparison with finite difference for controller performance evaluation

  Ken Ichiro Sotowa; Kiyoshi Naito; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Journal of Process Control, Apr. 2000, Peer-reviewed

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• Selection of inferential models for controlling product compositions in a distillation column

  M. Kano; N. Showchaiya; S. Hasebe; I. Hashimoto

  Journal of Chemical Engineering of Japan, Feb. 2000

  
• Stabilizing control of continuous DTB crystallizer - Influence of undissolved fine crystals in external heater

  Kiyoshi Naito; Ken Ichiro Sotowa; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Kagaku Kogaku Ronbunshu, Jan. 1999, Peer-reviewed

  
• Inferential control system of distillation compositions using dynamic partial least squares regression

  M Kano; K Miyazaki; S Hasebe; Hashimoto, I

  DYNAMICS & CONTROL OF PROCESS SYSTEMS 1998, VOLUMES 1 AND 2, 1999, Peer-reviewed

  
• Comparison of the method of characteristics with a finite difference scheme for crystallization process simulation

  Ken Ichiro Sotowa; Kiyoshi Naito; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Kagaku Kogaku Ronbunshu, Jul. 1998

  
• Design of flow averaging level control system using IP controller with gap

  Morimasa Ogawa; Manabu Kano; Iori Hashimoto

  Kagaku Kogaku Ronbunshu, Mar. 1998, Peer-reviewed

  
• Inferential control of distillation composition using partial least squares regression

  Manabu Kano; Koichi Miyazaki; Shinji Hasebe; Iori Hashimoto

  Kagaku Kogaku Ronbunshu, 1998, Peer-reviewed

  
• Extension of model predictive control for solving servo and regulator problems

  Manabu Kano; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  Kagaku Kogaku Ronbunshu, May 1997, Peer-reviewed

  
• Application of On-Line Inference System Based on Physical and PLS models to Tube-Wall Temperature Estimation of an Olefin Pyrolysis Plant

  Manabu Kano; Toshihiro Shiren; Shinji Hasebe; Iori Hashimoto; Masahiro Ohshima; Umetaro Okamo; Goh Suzuki; Shyoji Aoki; Toshihiro Shiren; Masahiro Ohshima

  Kagaku Kogaku Ronbunshu, 1996, Peer-reviewed

  

Misc.

• 今更聞けない，研究に活用できるAI ツール

  加納学

  応用物理, Jan. 2025, Invited, Lead author, Last author, Corresponding author

  
• 「医薬品経口固形製剤の連続生産における多変量統計的プロセス管理の活用事例CTDモックアップ」文書

  石本 隼人; 加納 学; 小出 達夫; 下野 龍太郎; 杉山 弘和; 高垣 恵介; 高山 一成; 谷村 信爾; 中山 幸治; 水丸 智絵; 村上 慶行; 吉武 孝; 竹内 洋文; 鈴木 康弘; 松田 嘉弘

  2024, Peer-reviewed

  
• Utilizing broad-sense data is the key to manufacturing DX

  Manabu KANO

  成形加工, 22 Nov. 2024, Invited, Lead author, Corresponding author

  
• ジャズ理論に基づく和音間の仮想的引力モデルとそのリハーモナイゼーションへの応用

  沼本真幸; 加藤祥太; 加納学

  情報処理学会研究報告(Web), 2024

  
• 変数定義抽出におけるテンプレート文を活用したデータ拡張法

  永山航太郎; 加藤祥太; 加納学

  言語処理学会年次大会発表論文集(Web), 2024

  
• Evolution and Challenges of Virtual Sensing Technology

  Manabu KANO

  化学工学, Apr. 2023, Invited, Lead author, Corresponding author

  
• 転移学習を用いたケミカルトナー製造工程における品質予測制御

  小林 翔太; 宮川 将士; 武政 奨; 高橋 直希; 佐藤 直之; 鍬田 浩志; 瀬古 剛也; 渡邉 好夫; 佐藤 敏明; 加納 学

  計測と制御, 10 Mar. 2023, Invited

  
• 複数文献間の変数の同義性判定に向けたProcessBERTの構築

  金上和毅; 加藤祥太; 加納学

  言語処理学会年次大会発表論文集(Web), 2022

  
• 変数の記号と定義に関する情報を活用した変数定義抽出手法

  沼本真幸; 加藤祥太; 加納学

  言語処理学会年次大会発表論文集(Web), 2022

  
• 物理モデル自動構築に向けた変数アノテーションツールの開発

  加藤祥太; 加納学

  言語処理学会年次大会発表論文集(Web), 2022

  
• 数式群から物理モデルの候補を自動で出力するアルゴリズムの開発

  加藤祥太; 加納学

  化学工学会年会研究発表講演要旨集(CD-ROM), 2021

  
• A Focal-Origin Bilateral Tonic-clonic Seizure Detection Algorithm Based on AI Analysis of Heart Rate Variability

  芹野真郷; 宮島美穂; 藤原幸一; 鈴木陽子; 加納学; 稲次基希; 橋本聡華; 中里信和; 神一敬; 星田徹; 澤井康子; 渡辺裕貴; 山本信二; 岩崎真樹; 前原健寿

  てんかん研究, 2021

  
• Transient model-based prediction of hot metal temperature

  橋本佳也; 澤義孝; 加納学; 北村洋平; 海瀬達哉

  材料とプロセス(CD-ROM), 2021

  
• Identifying Causal Factors by Mean-value Replacement Contribution

  平井都志也; 伊藤仙和; 加納学

  計測自動制御学会論文集, 2021

  
• ルールベース手法による数式群の同義性判定

  張純朴; 加藤祥太; 金上和毅; 加納学

  言語処理学会年次大会発表論文集(Web), 2021

  
• 第一原理モデル自動構築のためのモデル構築アルゴリズム

  加藤祥太; 加納学

  言語処理学会年次大会発表論文集(Web), 2021

  
• Stage selection for machine combination optimization in multi-process production system

  Shungo Ikai; Manabu Kano; Takeshi Yanagimachi; Masaya Takaki

  CCTA 2020 - 4th IEEE Conference on Control Technology and Applications, Aug. 2020

  
• Analysis of relationship between CMAs and PPs in continuous granulation-drying-milling process

  Tatsuya Muraki; Manabu Kano; Sanghong Kim; Keita Yaginuma; Shuichi Tanabe

  IFPAC, Feb. 2020

  
• Prediction of Crystal Quality and Heater Temperature in 300 mm Czochralski Silicon Crystal Growth Process

  加藤祥太; KIM S.; 加納学; 藤原俊幸; 水田匡彦

  計測自動制御学会制御部門マルチシンポジウム(CD-ROM), 2020

  
• Variable Extraction from Scientific Papers for Automatic Physical Model Building

  加藤祥太; 加納学

  人工知能学会全国大会(Web), 2020

  
• Development of Sleep Spindle Detection Algorithm by Combining Synchrosqueezed Wavelet Transform and RUSBoost

  藤原幸一; 木下貴文; 角幸頼; 松尾雅博; 小川景子; 加納学; 角谷寛

  人工知能学会全国大会(Web), 2020

  
• 物理モデル自動生成に向けた学術論文からの知識ベース変数抽出

  加藤祥太; 加納学

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 2020

  
• Gray-box model for predicting crystal radius and crystal growth rate of 300 mm Czochralski single-crystal silicon ingot production process

  Shota Kato; Sanghong Kim; Manabu Kano; Toshiyuki Fujiwara; Masahiko Mizuta; Shinji Hasebe

  AIChE Annual Meeting, Nov. 2019

  
• Sensitivity Analysis of Generalized Gaussian Process Models for Variable Importance Measure

  Xinmin Zhan; Manabu Kano; Yuan Li

  International Conference on Control, Automation and Systems, Oct. 2019, Peer-reviewed

  
• Method of estimating temperatures of heater and melt to improve prediction accuracy of gray-box model of 300 mm Czochralski single-crystal Si production process

  Shota Kato; Sanghong Kim; Manabu Kano; Toshiyuki Fujiwara; Masahiko Mizuta; Shinji Hasebe

  18th Asian Pacific Confederation of Chemical Engineering Congress (APCChE 2019), Sep. 2019, Peer-reviewed

  
• Poisson mixture model for defects prediction in steelmaking

  Xinmin Zhang; Manabu Kano; Masahiro Tani; Junichi Mori; Junji Ise; Kohhei Harada

  2019 58th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2019, Sep. 2019, Peer-reviewed

  
• ウェーブレット・シンクロスクイージング変換とランダムアンダーサンプリングによる高精度睡眠紡錘波検出アルゴリズムの開発

  藤原 幸一; 木下 貴文; 角 幸頼; 松尾 雅博; 角谷 寛; 加納 学

  日本睡眠学会定期学術集会プログラム・抄録集, Jun. 2019

  
• サポートベクターマシンに基づいた変数重要度による手首アクチグラフによる週末の寝だめ有無の推定および要因検討

  後藤 有貴; 藤原 幸一; 角 幸頼; 松尾 雅博; 加納 学; 角谷 寛

  日本睡眠学会定期学術集会プログラム・抄録集, Jun. 2019

  
• Analysis of VNS Effect on EEG Connectivity with Granger Causality and Graph Theory

  Tsuyoshi Uchida; Koichi Fujiwara; Takao Inoue; Yuichi Maruta; Manabu Kano; Michiyasu Suzuki

  2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings, 04 Mar. 2019, Peer-reviewed

  
• Model predictive control of Czochralski process producing 300 mm single crystal silicon ingot

  Shota Kato; Hironobu Yoshioka; Sanghong Kim; Manabu Kano; Toshiyuki Fujiwara; Masahiko Mizuta; Shinji Hasebe

  The 8th International Symposium on DesignOperation and Control of Chemical Processes (PSE Asia 2019), Jan. 2019, Peer-reviewed

  
• A gray-box model of Czochralski process for predicting crystal radius and crystal growth

  加藤祥太; KIM Sanghong; 加納学; 藤原俊幸; 水田匡彦; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 2019

  
• Identification of Czochralski Process using Direct Method

  入谷賢佑; 加藤祥太; KIM Sanghong; 藤原俊幸; 水田匡彦; 加納学; 外輪健一郎

  自動制御連合講演会(CD-ROM), 2019

  
• 手首アクチグラフによる週末の寝だめ有無の推定および変数重要度に基づいた要因検討

  後藤有貴; 藤原幸一; 角幸頼; 松尾雅博; 加納学; 角谷寛

  計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM), 2019

  
• シンクロスクイージングウェーブレット変換とRUSBoostによる睡眠紡錘波検出アルゴリズム

  藤原幸一; 木下貴文; 角幸頼; 松尾雅博; 角谷寛; 加納学

  計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM), 2019

  
• Sleep Apnea Detection by Combining Long Short-Term Memory and Heart Rate Variability

  IWASAKI Ayako; NAKAYAMA Chikao; FUJIWARA Koichi; SUMI Yukiyoshi; MATSUO Masahiro; KANO Manabu; KADOTANI Hiroshi

  Proceedings of the Annual Conference of JSAI, 2019

  
• RRI Modification by Integrating of the Combination of Singular Spectrum Analysis and Denoising Autoencoder and its Application to Open Data

  宮谷将太; 藤原幸一; 加納学

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 16 May 2018

  
• Optimization of channel structure and operating condition of neuroprotective focal brain cooling device

  阿部拓斗; 井上貴雄; 藤原幸一; 野村貞宏; 井本浩哉; 鈴木倫保; 加納学

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 16 May 2018

  
• Machine combination adjustment in multi-process production system for yield improving

  鈴木慶昭; 加納学; 曽我朗; 柳町武志; 村尾了; 高木雅哉

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 16 May 2018

  
• Variable importance based on sensitivity of a regression model and its application to a batch process

  川北拓弥; 加納学

  計測自動制御学会制御部門マルチシンポジウム(CD-ROM), 08 Mar. 2018

  
• Accurate softsensor development by nearest corrleation based-variable weighting

  藤原幸一; 加納学

  計測自動制御学会制御部門マルチシンポジウム(CD-ROM), 08 Mar. 2018

  
• Comparison of causal inference methods for time series data of nonlinear systems

  和田拓也; 藤原幸一; 加納学

  計測自動制御学会制御部門マルチシンポジウム(CD-ROM), 08 Mar. 2018

  
• Causal analysis based on non-time-series kernel Granger causality in a steelmaking process

  Ryosuke Sato; Koichi Fujiwara; Masahiro Tani; Junichi Mori; Junji Ise; Kohhei Harada; Manabu Kano

  2017 Asian Control Conference, ASCC 2017, 07 Feb. 2018, Peer-reviewed

  
• Fault identification with modified reconstruction-based contribution based on kernel principal component analysis

  Koji Kitano; Manabu Kano; Bhushan Gopaluni

  2017 Asian Control Conference, ASCC 2017, 07 Feb. 2018, Peer-reviewed

  
• Pattern trees modeling for prediction and control of hot metal temperature in blast furnace ironmaking

  Xinmin Zhang; Manabu Kano; Shinroku Matsuzaki

  2017 Asian Control Conference, ASCC 2017, 07 Feb. 2018, Peer-reviewed

  
• 300mm単結晶シリコンインゴットを製造するCZプロセスのモデル予測制御

  加藤祥太; 吉岡寛展; 金尚弘; 加納学; 藤原俊幸; 水田匡彦; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 2018

  
• Generalized epileptic seizure prediction based on HRV analysis and its mechanism consideration

  SAKANE FUMIYA; Fujiwara Koichi; Miyajima Miho; Suzuki Yoko; Yamakawa Toshitaka; Kano Manabu; Maehara Taketoshi

  Transactions of Japanese Society for Medical and Biological Engineering, 2018

  
• 睡眠時無呼吸症候群患者における持続陽圧呼吸療法の心拍への短期的効果

  藤原幸一; 仲山千佳夫; 松尾雅博; 加納学; 角谷寛

  計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM), 25 Nov. 2017

  
• 心拍変動解析と多変量統計的プロセス管理による全般性てんかん発作予測

  坂根史弥; 藤原幸一; 宮島美穂; 鈴木陽子; 山川俊貴; 加納学; 前原健寿

  計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM), 25 Nov. 2017

  
• 次第に速くなる心拍音提示によるゲーム体験の向上

  小川紗也加; 藤原幸一; 山川俊貴; 阿部恵里花; 加納学

  計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM), 25 Nov. 2017

  
• 中大脳動脈閉塞ラットモデルを用いた心拍変動解析による脳卒中早期検知システム実現性の検証

  藤原幸一; 鎌田啓輔; 児玉智信; 加納学; 村山雄一; 結城一郎

  計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM), 25 Nov. 2017

  
• Soft-sensor reliability evaluation and y-analyzer fault identification with applications to vinyl acetate monomer (VAM) benchmark process

  Xinmin Zhang; Manabu Kano

  2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017, 10 Nov. 2017, Peer-reviewed

  
• Validation of HRV-Based Drowsy-Driving Detection Method with EEG Sleep Stage Classification

  T. Yamakawa; K. Fujiwara; T. Hiraoka; M. Kano; Y. Sumi; F. Masuda; M. Matsuo; H. Kadotani

  Proc. of World Sleep Congress, Oct. 2017, Peer-reviewed

  
• 類似プラントのデータを活用したソフトセンサ設計手法

  岡山直樹; 金尚弘; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 20 Sep. 2017

  
• 単結晶シリコン引上げプロセスの引上げ速度移動平均制御

  水田匡彦; 加納学

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 20 Sep. 2017

  
• てんかん発作抑制を目指した局所脳冷却システムの設計

  畑啓; 藤原幸一; 加納学; 井上貴雄; 野村貞宏; 井本浩哉; 鈴木倫保

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 20 Sep. 2017

  
• Soft-sensor Development for Flow Measurement in Central Air-Conditioning System

  服部玲子; 藤井徹; 加納学

  システム制御情報学会論文誌, Jun. 2017

  
• 心拍変動解析と多変量統計的プロセス管理に基づく全般性てんかん発作予測

  坂根史弥; 藤原幸一; 宮島美穂; 鈴木陽子; 山川俊貴; 加納学; 前原健寿

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 23 May 2017

  
• 製造機器間差の小さい製造パラメータを用いた造粒中水分含量モニタリング手法

  柳沼啓太; 宮野拓也; 中川弘司; 渡部知行; 南秀実; 加納学

  化学工学会年会研究発表講演要旨集(CD-ROM), 06 Mar. 2017

  
• 効率的なスケールアップおよび技術移転を可能にするベイズ的操業条件最適化 (新春企画 近未来計装イノベーション(Part1)先進適応システムへの要件と提案) -- (イノベーションへの新アプローチ)

  加納 学; 吉崎 亮介

  計装, Jan. 2017

  
• Operating Condition Optimization for Efficient Scale-up of Manufacturing Process by Using Bayesian Optimization and Transfer Learning

  KANO Manabu; YOSHIZAKI Ryosuke

  Journal of The Society of Instrument and Control Engineers, 2017

  
• Development of Epileptic Seizure Prediction Technology by Integrating Multivariate Statistical Process Control and Heart Rate Variability Analysis

  FUJIWARA Koichi; MIYAJIMA Miho; SUZUKI Yoko; YAMAKAWA Toshitaka; KANO Manabu

  Journal of The Society of Instrument and Control Engineers, 2017

  
• Combined Task Bayesian Optimization for Scale-Up of Manufacturing Process

  加納 学; 吉崎 亮介

  化学工学, Dec. 2016

  
• Analysing Effect of VNS on EEG Connectivity by Using Granger Causality and Graph Theory

  内田 剛志; 藤原 幸一; 井上 貴雄; 丸田 雄一; 加納 学; 鈴木 倫保

  システム制御情報学会研究発表講演会講演論文集, 25 May 2016

  
• Blood Volume Change Estimation by Using Surface-Type Photoplethysmography Sensors

  小川 紗也加; 藤原 幸一; 千明 裕; 山川 俊貴; 加納 学; 渡部 智樹

  システム制御情報学会研究発表講演会講演論文集, 25 May 2016

  
• Development of a missing RRI interpolation method based on Locally-Weighted Partial Least Squares Regression and its application to RRI data collected from healthy persons

  鎌田 啓輔; 藤原 幸一; 加納 学; 山川 俊貴

  システム制御情報学会研究発表講演会講演論文集, 25 May 2016

  
• Development of nonnegative matrix factorization-based personal adaptation method and its application to sleepiness detection model

  阿部 恵里花; 藤原 幸一; 加納 学

  システム制御情報学会研究発表講演会講演論文集, 25 May 2016

  
• プロセス異常検出技術によるてんかん発作予知の実現

  藤原幸一; 阿部恵里花; 加納学; 山川俊貴; 澤田由梨子; 鈴木陽子; 宮島美穂

  化学工学会年会研究発表講演要旨集(CD-ROM), 13 Mar. 2016

  
• てんかん発作抑制を目指した局所脳冷却デバイスの設計

  畑慶; 藤原幸一; 加納学; 井上貴雄; 野村貞宏; 井本浩哉; 鈴木倫保

  化学工学会年会研究発表講演要旨集(CD-ROM), 13 Mar. 2016

  
• 脈波センサ埋め込み型ビデオゲームコントローラの開発 (マルチメディアストレージ コンシューマエレクトロニクス ヒューマンインフォメーション メディア工学 映像表現&コンピュータグラフィックス)

  阿部 恵里花; 千明 裕; 藤原 幸一; 加納 学; 山川 俊貴

  映像情報メディア学会技術報告 = ITE technical report, Feb. 2016

  
• Gray-box modeling of 300 mm Czochralski single-crystal Si production process

  Tatsuru Seto; Sanghong Kim; Manabu Kano; Toshiyuki Fujiwara; Masahiko Mizuta; Shinji Hasebe

  AIChE Annual Meeting, 01 Jan. 2016

  
• ウェアラブル心拍数変動センサの開発と臨床・ヘルスケア応用-てんかん発作や居眠り運転事故の「予知」-

  山川俊貴; 山川俊貴; 藤原幸一; 平岡敏洋; 加納学; 宮島美穂; 前原健寿; 太田克也; 笹野哲郎; 松浦雅人; 松島英介

  電子情報通信学会技術研究報告, 2016

  
• Basics and Applications of Multivariate Analysis

  加納 学

  製剤機械技術学会誌 = Journal of pharmaceutical machinery and engineering, 2016

  
• 多変量解析(5):Quality by Design(QbD)への応用

  加納学

  製剤機械技術学会誌, 05 Dec. 2015

  
• 心拍変動解析によるウェアラブルてんかん発作兆候検出システムの開発

  山川俊貴; 藤原幸一; 阿部恵理花; 加納学; 宮島美穂; 鈴木陽子; 松島英介; 澤田由梨子; 笹野哲郎; 角勇樹; 村田佳子; 渡邊さつき; 渡辺裕貴; 前原健寿; 松浦雅人; 松浦雅人

  計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM), 18 Nov. 2015

  
• 心拍変動モニタリングによるてんかん発作早期検出の試み

  宮島美穂; 藤原幸一; 山川俊貴; 笹井妙子; 加納学; 前原健寿; 笹野哲郎; 太田克也; 太田克也; 太田克也; 松浦雅人; 松浦雅人; 松島英介

  臨床神経生理学, 01 Oct. 2015

  
• ウェアラブルな心拍変動モニタリングシステムの開発

  山川俊貴; 宮島美穂; 藤原幸一; 阿部恵理花; 鈴木陽子; 澤田由梨子; 加納学; 渡辺裕貴; 前原健寿

  臨床神経生理学, 01 Oct. 2015

  
• ウェアラブル心拍変動センサを用いたてんかん発作兆候検出システムの開発

  澤田由梨子; 鈴木陽子; 阿部恵理花; 藤原幸一; 宮島美穂; 山川俊貴; 加納学; 村田佳子; 渡邊さつき; 渡邊裕貴; 前原健寿; 笹野哲郎; 角勇樹; 松島英介; 松浦雅人

  てんかん研究, 17 Sep. 2015

  
• シリコンウェーハの品質向上を目的とした工程計画最適化

  水田匡彦; 加納学

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 09 Sep. 2015

  
• CbLW‐PLSによる操業状態の可視化と予測に基づく高炉運転支援

  羽間康至; 加納学; 松崎眞六; 森田彰

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 09 Sep. 2015

  
• グレーボックスモデルとブートストラップフィルタによる不確定な製鋼プロセスの溶鋼温度予測

  AHMAD Iftikhar; 加納学; 長谷部伸治; 北田宏; 村田昇

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 09 Sep. 2015

  
• JIT型モデルを用いた製薬造粒工程最適化

  吉崎亮介; 加納学; 田邉修一; 宮野拓也

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 09 Sep. 2015

  
• 工業データを利用したCZ炉第一原理モデルの構築と検証

  鄭忠超; 瀬戸樹; 金尚弘; 加納学; 藤原俊幸; 水田匡彦; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 09 Sep. 2015

  
• Calibration model design based on weighted nearest correlation spectral clustering

  Koichi Fujiwara; Manabu Kano

  2015 10th Asian Control Conference: Emerging Control Techniques for a Sustainable World, ASCC 2015, 08 Sep. 2015, Peer-reviewed

  
• Optimization of nonlinear multi-stage process with characteristic changes through locally-weighted partial least squares

  Ryosuke Yoshizaki; Manabu Kano; Sanghong Kim

  2015 10th Asian Control Conference: Emerging Control Techniques for a Sustainable World, ASCC 2015, 08 Sep. 2015, Peer-reviewed

  
• Efficient wavenumber selection based on nearest correlation Louvain method for NIR calibration modeling

  Taku Uchimaru; Koji Hazama; Koichi Fujiwara; Manabu Kano

  2015 10th Asian Control Conference: Emerging Control Techniques for a Sustainable World, ASCC 2015, 08 Sep. 2015, Peer-reviewed

  
• 多変量解析(4):多変量統計的プロセス管理

  加納学

  製剤機械技術学会誌, 05 Sep. 2015

  
• Development of a first principle model of Czochralski process and its verification with real industrial data

  Zhongchao Zheng; Tatsuru Seto; Sanghong Kim; Manabu Kano; Toshiyuki Fujiwara; Masahiko Mizuta; Shinji Hasebe

  Asian Pacific Confederation of Chemical Engineering 2015, Sep. 2015, Peer-reviewed

  
• A Guide to Data Analysis for PAT

  加納学

  Pharm stage, 15 Jun. 2015

  
• 多変量解析(3):Partial Least Squares(PLS)

  加納学

  製剤機械技術学会誌, 05 Jun. 2015

  
• セントラル空調における流量推定技術の開発

  服部玲子; 藤井徹; 加納学

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 20 May 2015

  
• Optimization of Pharmaceutical Granulation Process Operation Based on LW-PLS and jDE

  吉崎亮介; 加納学; KIM S; 田邉修一; 宮野拓也

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 20 May 2015

  
• Efficient Variable Selection Based on Nearest Correlation Louvain Method for Soft-sensor Design

  内丸拓; 羽間康至; 藤原幸一; 加納学

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 20 May 2015

  
• 睡眠時無呼吸症候群スクリーニングを目的とした睡眠時心拍データへのサポートベクターマシンの適用

  仲山千佳夫; 藤原幸一; 松尾雅博; 加納学; 角谷寛

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 20 May 2015

  
• 重み付きNCスペクトラルクラスタリングを用いたソフトセンサの入力変数選択

  藤原幸一; 加納学

  化学工学会年会研究発表講演要旨集(CD-ROM), 19 Mar. 2015

  
• 仮想計測技術を普及させるための技術的要件

  金尚弘; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集(CD-ROM), 19 Mar. 2015

  
• シリコンウェーハの平坦度調整方法の開発

  水田匡彦; 加納学

  化学工学会年会研究発表講演要旨集(CD-ROM), 19 Mar. 2015

  
• 多変量解析(2):主成分分析

  加納学

  製剤機械技術学会誌, 05 Mar. 2015

  
• Multivariate Analysis(5)Application to Quality by Design (QbD)

  加納 学

  製剤機械技術学会誌 = Journal of pharmaceutical machinery and engineering, 2015

  
• Efficient wavenumber selection based on spectral fluctuation dividing and correlation-based clustering for calibration modeling

  Miyano, T.; Fujiwara, K.; Kano, M.; Tanabe, H.; Nakagawa, H.; Watanabe, T.; Minami, H.

  Chemometrics and Intelligent Laboratory Systems, 2015, Peer-reviewed

  
• 一般化2自由度PID制御システムのE‐FRITによる調整法

  小河守正; 加納学

  自動制御連合講演会(CD-ROM), 2015

  
• Long-Term Industrial Applications of Inferential Control System Based on Just-In-Time Soft Sensor and Model Predictive Control

  SEKI Takeshi; TAKINAMI Akitoshi; SHIMODA Kyohei; KANO Manabu; Sanghong KIM; HASEBE Shinji

  Journal of The Society of Instrument and Control Engineers, 10 Dec. 2014

  
• 多変量解析(1):基本統計量と回帰分析

  加納学

  製剤機械技術学会誌, 05 Dec. 2014

  
• ウェアラブル心拍センサとスマートフォンを用いたてんかん発作兆候監視システムの開発

  藤原幸一; 阿部恵里花; 鈴木陽子; 澤田由梨子; 宮島美穂; 山川俊貴; 笹野哲朗; 加納学; 太田克也; 前原健寿; 松島英介; 松浦雅人

  計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM), 21 Nov. 2014

  
• 心拍変動解析を用いたドライバの眠気検出の開発とそのスマートフォンアプリへの実装

  阿部恵里花; 藤原幸一; 平岡敏洋; 山川俊貴; 加納学

  計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM), 21 Nov. 2014

  
• Development of Epileptic Seizure Prediction Algorithm using One Class SVM

  Fujiwara Koichi; Suzuki Yoko; Miyajima Miho; Yamakawa Toshitaka; Kano Manabu

  Proceedings of the Japan Joint Automatic Control Conference, 10 Nov. 2014

  
• 統計的プロセス管理に基づいたてんかん発作兆候監視アルゴリズムの開発

  藤原幸一; 橋本啓嗣; 鈴木陽子; 宮島美穂; 山川俊貴; 加納学

  計測自動制御学会制御部門マルチシンポジウム(CD-ROM), 04 Mar. 2014

  
• Development of drowsy driving accident prediction by heart rate variability analysis

  Erika Abe; Koichi Fujiwara; Toshihiro Hiraoka; Toshitaka Yamakawa; Manabu Kano

  2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014, 12 Feb. 2014, Peer-reviewed

  
• Epileptic seizure monitoring by One-Class Support Vector Machine

  Koichi Fujiwara; Erika Abe; Yoko Suzuki; Miho Miyajima; Toshitaka Yamakawa; Manabu Kano; Taketoshi Maehara; Katsuya Ohta; Tetsuo Sasano

  2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014, 12 Feb. 2014, Peer-reviewed

  
• Real-time heart rate variability monitoring employing a wearable telemeter and a smartphone

  Toshitaka Yamakawa; Koichi Fujiwara; Miho Miyajima; Erika Abe; Manabu Kano; Yuichi Ueda

  2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014, 12 Feb. 2014, Peer-reviewed

  
• Multivariate Analysis(1)Basic Statistics and Regression Analysis

  加納 学

  製剤機械技術学会誌 = Journal of pharmaceutical machinery and engineering, 2014

  
• Visualization and prediction of operating conditions of blast furnace in low-dimensional space

  Koji Hazama; Manabu Kano; Shinroku Matsuzaki; Akira Morita

  Computing and Systems Technology Division 2014 - Core Programming Area at the 2014 AIChE Annual Meeting, 2014, Peer-reviewed

  
• Database management method based on density and nonlinearity for locally weighted linear regression model

  Sanghong Kim; Kazuki Mishima; Manabu Kano; Shinji Hasebe

  Computing and Systems Technology Division 2014 - Core Programming Area at the 2014 AIChE Annual Meeting, 2014, Peer-reviewed

  
• 局所線型モデルのための密度と非線形性に基づくデータベース管理手法

  三嶋一毅; 金尚弘; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 2014

  
• NIR検量線作成のための効率的な波数選択法の開発とその製剤工程への応用

  内丸拓; 宮野拓也; 藤原幸一; 加納学; 田邊秀章; 中川弘司; 渡部知行; 脇山尚樹

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 2014

  
• 多変量解析手法によるコーティング条件最適化

  田邉修一; 中川弘司; 渡部知行; 脇山尚樹; 加納学

  日本薬学会年会要旨集(CD-ROM), 2014

  
• Application of Clustering-based Variable Selection Method for PLS Modeling in Near-Infrared Spectroscopic Spectra

  Takuya Miyano; Hiroshi Nakagawa; Koichi Fujiwara; Manabu Kano

  AAPS Annual Meeting and Exposition, San Antonio, US, Nov. 2013, Peer-reviewed

  
• Deployment of E-FRIT in Chemical Process Industry

  加納学; 増田士朗; 小河守正; 滝波明敏; 吉井清次; 大寳茂樹

  計測と制御, 10 Oct. 2013

  
• てんかん臨床症状起始前に心拍変動上昇を示した1症例

  鈴木陽子; 橋本啓嗣; 藤原幸一; 宮島美穂; 山川俊貴; 加納学; 前原健寿; 太田克也; 笹野哲郎; 松浦雅人; 松島英介

  てんかん研究, 30 Sep. 2013

  
• Feature Extraction of Heart Rate Variability Change Prior to Epileptic Seizures

  Yoko Suzuki; Hirotsugu Hashimoto; Koichi Fujiwara; Miho Miyajima; Toshitaka Yamakawa; Manabu Kano; Taketoshi Maehara; Katsuya Ohta; Tetsuo Sasano; Masato Matsuura; Eisuke Matsushima

  The SICE Annual Conference, Paper MoBT14.16, Nagoya, Japan, Sep. 2013, Peer-reviewed

  
• スペクトル情報を入力変数スケーリングに用いる検量線作成法

  金尚弘; 加納学; 中川弘司; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2013

  
• Soft-sensor Using Locally Weighted PLS with Adaptive Similarity Measure and Its Application to Pharmaceutical Process

  Sanghong Kim; Manabu Kano; Shinji Hasebe

  The 9th World Congress of Chemical Engineering (WCCE9), Seoul, Korea, Aug. 2013, Peer-reviewed

  
• State-of-the-art Practice of Virtual Sensing Technology in Process Industries

  Manabu Kano

  The 9th World Congress of Chemical Engineering (WCCE9), Seoul, Korea, Aug. 2013, Peer-reviewed

  
• Analysis of Changes in HRV of Epileptic Patients in Preictal Period

  Hirotsugu Hashimoto; Koichi Fujiwara; Yoko Suzuki; Miho Miyajima; Toshitaka Yamakawa; Manabu Kano; Taketoshi Maehara; Masato Matsuura

  The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Osaka, Japan, Jul. 2013, Peer-reviewed

  
• 検量線構築におけるNCスペクトラルクラスタリングとgroup Lassoを用いた効率的な波長選択

  藤原幸一; 加納学

  計測自動制御学会制御部門大会(CD-ROM), 05 Mar. 2013

  
• 心拍変動解析を用いたストレス状態の短時間推定

  天ケ瀬匡昭; 藤原幸一; 加納学; 山川俊貴

  計測自動制御学会制御部門大会(CD-ROM), 05 Mar. 2013

  
• 局所PLSを利用した推定制御システムの開発と長期間の運用結果

  KIM S; 加納学; 長谷部伸治; 滝波明敏; 關雄至

  計測自動制御学会制御部門大会(CD-ROM), 05 Mar. 2013

  
• 溶鋼温度推定を目的としたグレイボックスモデルの比較

  AHMAD Iftikhar; 加納学; 長谷部伸治; 北田宏; 村田昇

  材料とプロセス(CD-ROM), 01 Mar. 2013

  
• ソフトセンサ構築における変数間の相関関係に基づいた効率的な変数選択手法

  藤原幸一; 加納学

  化学工学会年会研究発表講演要旨集(CD-ROM), 17 Feb. 2013

  
• 仮想計測技術による品質管理

  加納学

  化学工学会年会研究発表講演要旨集(CD-ROM), 17 Feb. 2013

  
• Efficient input variable selection for calibration model design

  Koichi Fujiwara; Manabu Kano

  2013 9th Asian Control Conference, ASCC 2013, 2013, Peer-reviewed

  
• Development of a wearable HRV telemetry system to be operated by non-experts in daily life

  Toshitaka Yamakawa; Koichi Fujiwara; Manabu Kano; Miho Miyajima; Yoko Suzuki; Taketoshi Maehara; Katsuya Ohta; Tetsuo Sasano; Masato Matsuura; Eisuke Matsushima

  2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013, 2013, Peer-reviewed

  
• Heart rate variability features for epilepsy seizure prediction

  Hirotsugu Hashimoto; Koichi Fujiwara; Yoko Suzuki; Miho Miyajima; Toshitaka Yamakawa; Manabu Kano; Taketoshi Maehara; Katsuya Ohta; Tetsuo Sasano; Masato Matsuura; Eisuke Matsushima

  2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013, 2013, Peer-reviewed

  
• Feature extraction of heart rate variability for epileptic seizure

  Yoko Suzuki; Hirotsugu Hashimoto; Koichi Fujiwara; Miho Miyajima; Toshitaka Yamakawa; Manabu Kano; Taketoshi Maehara; Katsuya Ohta; Tetsuo Sasano; Masato Matsuura; Eisuke Matsushima

  Proceedings of the SICE Annual Conference, 2013, Peer-reviewed

  
• 適応的に類似度を設定する局所PLSの開発とその応用

  KIM S; 加納学

  自動制御連合講演会(CD-ROM), 17 Nov. 2012

  
• E‐FRITによる2自由度PID制御系のパラメータ調整

  加納学; 金城南吾

  自動制御連合講演会(CD-ROM), 17 Nov. 2012

  
• 線形回帰モデルにおけるNCスペクトラルクラスタリングとgroup Lassoを用いた効率的な入力変数選択

  藤原幸一; 加納学

  自動制御連合講演会(CD-ROM), 17 Nov. 2012

  
• An Efficient Input Variable Selection for a Linear Regression Model by NC Spectral Clustering

  FUJIWARA Koichi; SAWADA Hiroshi; KANO Manabu

  電子情報通信学会技術研究報告, 31 Oct. 2012

  
• Development of Virtual Sensing Technology

  KANO Manabu

  計測と制御, 10 Sep. 2012

  
• Process Control Using Softsensor

  KANO Manabu

  薬剤学, 01 Sep. 2012

  
• 適応的な類似度を利用した局所PLSの開発およびその医薬品プロセスへの適用

  金尚弘; 岡島亮太; 加納学; 中川弘司; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 19 Aug. 2012

  
• 高精度な局所PLSモデル構築のためのデータ間類似度決定手法

  岡島亮太; KIM S; 加納学; 長谷部伸治

  計測自動制御学会制御部門大会(CD-ROM), 13 Mar. 2012

  
• 局所PLSにおける局所化率の推定精度への影響

  KIM S; 加納学; 長谷部伸治

  計測自動制御学会制御部門大会(CD-ROM), 13 Mar. 2012

  
• 効率的なソフトセンサ構築のための入力変数選択

  藤原幸一; 澤田宏; 加納学

  計測自動制御学会制御部門大会(CD-ROM), 13 Mar. 2012

  
• 局所回帰モデルによる半導体プロセスCMP工程の品質管理

  平井都志也; 加納学

  計測自動制御学会制御部門大会(CD-ROM), 13 Mar. 2012

  
• タンディッシュ内溶鋼温度制御用グレイボックスモデルの開発

  阪下翔太; 加納学; 北田宏; 村田昇

  計測自動制御学会制御部門大会(CD-ROM), 13 Mar. 2012

  
• PAT成功への指針 基礎から最先端の仮想計測技術まで

  加納学

  Pharm Tech Jpn, 01 Mar. 2012

  
• PATの現状と展望 2 メンテナンスフリーの品質推定モデルの開発を志向した新規スペクトル解析手法

  中川弘司; 脇山尚樹; 加納学; KIM Sanghong

  Pharm Tech Jpn, 01 Mar. 2012

  
• 間接計測に基づく気液マイクロリアクタのモニタリング

  宮林圭輔; 殿村修; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集(CD-ROM), 15 Feb. 2012

  
• サプライチェーン計画問題におけるマルチスケールモデル構築法

  佐々木啓伍; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集(CD-ROM), 15 Feb. 2012

  
• Optimal channel design and sensor placement in flow distributors for detecting blockage of parallelized microreactors

  Osamu Tonomura; Atsushi Nishida; Lin Wang; Shnji Hasebe

  11TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING, PTS A AND B, 2012, Peer-reviewed

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• Estimation of Active Pharmaceutical Ingredient Content Using Locally Weighted Partial Least Squares

  Sanghong Kim; Manabu Kano; Hiroshi Nakagawa; Shinji Hasebe

  Chemical Process Control (CPC VIII), Paper #6, Savannah, US, Jan. 11-13, 2012, Peer-reviewed

  
• State Estimation for Microreactors using Physical Model and Nonlinear Filtering Algorithm

  Keisuke Miyabayashi; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  12th International Conference on Microreaction Technology (IMRET 12), Lyon, France, Feb. 20-22, 2012, Peer-reviewed

  
• Efficient Shape Design of Microreactors using CFD and Response Surface

  Yuichi Kitagawa; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  12th International Conference on Microreaction Technology (IMRET 12), Lyon, France, Feb. 20-22, 2012, Peer-reviewed

  
• Adaptive Modeling of Batch Equipments through Correlation-based Just-In-Time Method

  Linting Huang; Tomomi Ino; Haruhiko Kondo; Manabu Kano

  APC Conference XXIV, Ann Arbor, Michigan, US, Sept. 10-12, 2012, Peer-reviewed

  
• Quality Control for Dry Process through APC/EES.

  Toshiya Hirai; Manabu Kano; T. Tatsumi

  The 34th International Symposium on Dry Process (DPS), Tokyo, Japan, Nov. 15-16, 2012, Peer-reviewed

  
• モデル不要PID調整法E‐FRITの開発と実用化

  加納学; 小河守正; 田坂謙一; 高橋慎一; 滝波明敏; 吉井清次; 大寳茂樹; 増田士朗

  計測と制御, 10 Dec. 2011

  
• 高精度な局所PLSモデル構築のためのサンプル選択

  KIM S; 岡島亮太; 加納学; 長谷部伸治

  自動制御連合講演会(CD-ROM), 19 Nov. 2011

  
• CFDとPODを用いた効率的なマイクロリアクタ設計法の開発

  北川裕一; 殿村修; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 14 Aug. 2011

  
• メンテナンスフリーなPAT実現に向けた局所PLSの開発

  金尚弘; 加納学; 中川弘司; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 14 Aug. 2011

  
• Projected unscented Kalman filterを用いた管型マイクロリアクタのモニタリング

  宮林圭輔; 殿村修; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 14 Aug. 2011

  
• 局所PLSにおけるデータ間類似度の決定手法

  岡島亮太; 金尚弘; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 14 Aug. 2011

  
• PLSおよび局所PLSに適したバギング型変数選択手法

  安藤隆一; 金尚弘; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 14 Aug. 2011

  
• Soft-sensor : Virtual Sensing Technology in the Process Industry

  KANO Manabu

  The Journal of the Institute of Electronics, Information, and Communication Engineers, 01 Jul. 2011

  
• 製剤プロセスにおける顆粒中主薬濃度推定手法の開発

  KIM S; 中川弘司; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 17 May 2011

  
• マイクロリアクタ状態監視を目的とした非線形フィルタの応用

  宮林圭輔; 殿村修; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 17 May 2011

  
• 革新的プロセス開発の新展開 医薬品製造プロセスにおける重要品質特性のリアルタイム監視

  加納学; 中川弘司

  ケミカルエンジニヤリング, 01 Apr. 2011

  
• 研究室紹介 京都大学 工学研究科 化学工学専攻 プロセスシステム工学研究室--マイクロ化学プロセスから地球環境まで

  長谷部 伸治; 加納 学; 殿村 修

  計測技術, Apr. 2011

  
• 取鍋およびタンディッシュ内溶鋼温度推定モデルの構築

  大倉才昇; 加納学; 北田宏; 村田昇

  材料とプロセス(CD-ROM), 01 Mar. 2011

  
• ブートストラップフィルタによる溶鋼温度分布の予測と制御

  園田翔; 村田昇; 日野英逸; 進藤史裕; 北田宏; 加納学

  材料とプロセス(CD-ROM), 01 Mar. 2011

  
• NIRと局所PLSによる顆粒中主薬濃度の推定

  金尚弘; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集(CD-ROM), 22 Feb. 2011

  
• Does Virtual Sensing Technology Work at Your Workplace? – Proper Use of Process Data Analysis

  AEC/APC Symposium Asia, Tokyo, Japan, Nov. 9, 2011

  
• Multiobjective Optimization for Synthesizing Compressor-aided Distillation Sequences with Heat Integration

  J. Rafael Alcantara-Avila; Manabu Kano; Shinji Hasebe

  AMIDIQ, Riviera Maya, Mexico, May 3-6, 2011, Peer-reviewed

  
• 統合的リアルタイムモニタリングシステム （RTRT）

  加納 学

  第一三共株式会社 平成23年度共同研究, 2011, Peer-reviewed

  
• On-line Process Monitoring of Tubular Microreactors using Unscented Kalman Filter

  Keisuke Miyabayashi; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  The 2nd International Symposium on Process Chemistry (ISPC2011), 1P-33, Kyoto, Japan, Aug. 10-12, 2011, Peer-reviewed

  
• Selection of similarity measure for locally weighted partial least squares regression

  Ryota Okajima; Sanghong Kim; Manabu Kano; Shinji Hasebe

  Computing and Systems Technology Division - Core Programming Topic at the 2011 AIChE Annual Meeting, 2011, Peer-reviewed

  
• High performance prediction of molten steel temperature through gray-box model

  Toshinori Okura; Manabu Kano; Shinji Hasebe; Hiroshi Kitada; Noboru Murata

  Computing and Systems Technology Division - Core Programming Topic at the 2011 AIChE Annual Meeting, 2011, Peer-reviewed

  
• バイオマス最適利用構造構築支援システムの開発

  長谷部伸治; 木村勇太; 加納学

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 06 Aug. 2010

  
• 局所PLSを用いた多品種バッチプロセスの製品品質推定

  北川裕一; 河野浩司; 真子秀樹; 藤原幸一; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 06 Aug. 2010

  
• Just‐In‐Time型統計的プロセス管理の酢酸ビニルモノマープラントへの適用

  坂田武昭; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 06 Aug. 2010

  
• ベンチマークとしての大規模化学プラントダイナミックシミュレータの開発

  大寳茂樹; 湯本隆雅; 関宏也; 橋本芳宏; 村田尚; 加納学; 山下善之

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 06 Aug. 2010

  
• 医薬品製造プロセスにおける含量均一性推定手法の開発

  金尚弘; 中川弘司; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 06 Aug. 2010

  
• Development of a recipe design method incorporating uncertainty and its application to resin compound product design

  Koji Kawano; Manabu Kano; Shinji Hasebe; Masakazu Shikano

  Kagaku Kogaku Ronbunshu, Jul. 2010, Peer-reviewed

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• 粒子フィルタを用いた管型マイクロリアクタのモニタリング

  加納潤一; 殿村修; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 19 May 2010

  
• Moving Horizon Estimationの管型マイクロリアクタ状態推定への応用

  児玉伸崇; 殿村修; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 19 May 2010

  
• 多変量統計的プロセス管理 相関関係に着目した異常検出方法

  加納学

  検査技術, 01 Apr. 2010

  
• The Present Situation and Perspective of Drug Products Development Process : Expectation for Data-Driven Approaches

  NAKAGAWA Hiroshi; KANO Manabu

  Systems, control and information, 15 Mar. 2010

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• Production Technology Intensification through Data-Driven Approach : How to Cope with Changes in Process Characteristics

  KANO Manabu

  Systems, control and information, 15 Mar. 2010

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• モデル構築を必要としないPID調整:E‐FRITの開発と化学産業での応用

  加納学

  材料とプロセス(CD-ROM), 01 Mar. 2010

  
• モデル予測制御システムのメンテナンス:ミスマッチはどこだ?

  加納学; 信貴洋平

  材料とプロセス(CD-ROM), 01 Mar. 2010

  
• 正常データ群との距離に基づく異常検出法:プロセスの非線形性や特性変化に対応できる統計的プロセス管理

  加納学

  材料とプロセス(CD-ROM), 01 Mar. 2010

  
• 粒子フィルタを用いたマイクロリアクタ状態推定システム

  加納潤一; 殿村修; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集(CD-ROM), 18 Feb. 2010

  
• 実践的制御技術者の育成―SICEプロセス塾―プロセスデータからのモデリング

  加納学

  計測と制御, 10 Feb. 2010

  
• Estimation of active pharmaceutical ingredients content in blending process for drug products manufacturing

  Kim, S.; Nakagawa, H.; Kano, M.; Hasebe, S.

  AIChE Annual Meeting, Conference Proceedings, 2010, Peer-reviewed

  
• Just-in-time statistical process control for flexible fault management

  Manabu, K.; Takeaki, S.; Shinji, H.

  Proceedings of the SICE Annual Conference, 2010, Peer-reviewed

  
• 運転データからのモデリングと直接的PID調整

  加納学

  SICE九州フォーラム, 2010

  
• マイクロリアクタの最適流路構造導出手法の開発

  辻勇斗; 殿村修; 加納学; 長谷部伸治

  化学工学3支部合同大会要旨集, 2010

  
• マイクロリアクタのハロゲン‐リチウム交換反応速度解析および反応熱除去性能改善

  北川裕一; 安田和真; 殿村修; 加納学; 長谷部伸治; 永木愛一郎

  化学工学3支部合同大会要旨集, 2010

  
• Unscented Kalman Filterを用いた管型マイクロリアクタの状態監視

  宮林圭輔; 殿村修; 加納学; 長谷部伸治

  化学工学3支部合同大会要旨集, 2010

  
• State and Parameter Estimation for Tubular Microreactors Using Particle Filter

  Jun-ichi Kano; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  11th International Conference on Microreaction Technology (IMRET 11), Kyoto, Japan, March 8-10, 2010, Peer-reviewed

  
• Design of Micro Electrolytic Reactors towards Acceleration of Mass Transfer

  Masahiro Tsujimoto; Osamu Tonomura; Manabu Kano; Shinji Hasebe; Toru Hinouchi

  11th International Conference on Microreaction Technology (IMRET 11), Kyoto, Japan, March 8-10, 2010, Peer-reviewed

  
• Development of Flow Distribution Unit and Blockage Diagnosis System for Externally Parallelized Microreactors

  Yoshiaki Tanaka; K. Isozaki; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  11th International Conference on Microreaction Technology (IMRET 11), Kyoto, Japan, March 8-10, 2010, Peer-reviewed

  
• Development of Lamellar Model for Non-Isothermal T-Shaped Microreactors with Secondary Flow

  Lin Wang; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  11th International Conference on Microreaction Technology (IMRET 11), Kyoto, Japan, March 8-10, 2010, Peer-reviewed

  
• CFD-based Shape Optimization of Pressure-Driven Microchannels

  Osamu Tonomura; Manabu Kano; Shinji Hasebe

  11th International Conference on Microreaction Technology (IMRET 11), Kyoto, Japan, March 8-10, 2010, Peer-reviewed

  
• CFD-Based Shape Optimization of Microchannels using Adjoint Variable Method

  Osamu Tonomura; Manabu Kano; Shinji Hasebe

  5th European Conference on Computational Fluid Dynamics (CFD 2010), 01779, Lisbon, Portugal, June 14-17, 2010, Peer-reviewed

  
• Model-Plant Mismatch Detection for Maintenance of Model-Based Control Systems

  Yohei Shigi; Manabu Kano; Shinji Hasebe; Satoshi Ooyama

  The 5th International Symposium on Design, Operation and Control of Chemical Processes (PSE Asia 2010), pp.1268-1277, Singapore, July 26-28, 2010, Peer-reviewed

  
• Pseudo-Three-Dimensional Lamellar Model of T-Shaped Microreactors with Secondry Flow

  Lin Wang; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  The 5th International Symposium on Design, Operation and Control of Chemical Processes (PSE Asia 2010), pp.1564-1570, Singapore, July 26-28, 2010, Peer-reviewed

  
• Optimal Design for T-shaped Microreactors with Engulfment Flow

  Lin Wang; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  The 13th Asia Pacific Confederation of Chemical Engineering Congress, Taipei, Oct. 5-8, 2010, Peer-reviewed

  
• Two-Level Approach for Synthesizing Externally and Internally Heat Integrated Distillation Sequences

  J. Rafael Alcantara-Avila; Manabu Kano; Shinji Hasebe

  The 13th Asia Pacific Confederation of Chemical Engineering Congress, Taipei, Oct. 5-8, 2010, Peer-reviewed

  
• Recent Development of Process Control Technology through Industry-University Collaboration in Japan

  Manabu Kano

  The 13th Asia Pacific Confederation of Chemical Engineering Congress, Taipei, Oct. 5-8, 2010, Peer-reviewed

  
• Channel Structural Design of Microdevices by Superstructure-Based Approach

  Yuto Tsuji; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, paper 34e, Salt Lake City, US, Nov. 7-12, 2010, Peer-reviewed

  
• 日本における化学プロセス制御の現状と課題:アンケート調査結果から

  加納学; 小河守正

  化学工学, 05 Dec. 2009

  
• 現場を見据えたフィールド計装の進化と改善 化学プロセス制御技術に関するアンケート調査:モデル予測制御を中心に

  加納学; 小河守正

  計装, 01 Dec. 2009

  
• モデル予測制御系を対象とした制御性能評価手法の開発

  信貴洋平; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2009

  
• 変数間の相関関係に基づいたクラスタリング手法の開発とソフトセンサへの応用

  藤原幸一; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2009

  
• バイオマスサプライチェーン構築支援システムの開発

  木村勇太; 川島康人; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2009

  
• T字マイクロミキサ内二次流れのCFD解析と合流部流路構造設計

  佐々木啓伍; 殿村修; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2009

  
• 複数の生産拠点,輸送手段を考慮した不確定需要に対する生産計画

  辻勇斗; 松尾崇史; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2009

  
• プロセスモデルを必要としないPID制御パラメータ最適調整法

  加納学; 田坂謙一; 長谷部伸治; 増田士朗; 小河守正; 大寳茂樹; 樋口文孝; 吉井清次

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2009

  
• 物質移動促進を目的としたマイクロ電解リアクタの設計

  辻本昌洋; 殿村修; 加納学; 長谷部伸治; 日之内亨

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2009

  
• プロセスモデルを必要としないPID制御パラメータ調整法:E‐FRIT

  加納学; 小河守正; 大寳茂樹

  計装, 01 Jun. 2009

  
• 統計解析手法による鉄鋼製品の品質改善技術

  中川義明; 杉山真義; 中川繁政; 北田宏; 加納学

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 20 May 2009

  
• 不確定需要下での多品種多期間生産計画

  長谷部伸治; 辻悠佑; 加納学

  化学工学会年会研究発表講演要旨集(CD-ROM), 18 Feb. 2009

  
• Reduced‐order modelを用いたT字マイクロリアクタ設計

  久保田将人; 殿村修; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集(CD-ROM), 18 Feb. 2009

  
• Quality Improvement of Steel Products through Statistical Method based on Multivariate Analysis

  NAKAGAWA Shigemasa; TANIZAKI Takashi; NAKAGAWA Yoshiaki; KANO Manabu

  計測と制御, 10 Feb. 2009

  
• Design of T-shaped microreactors by reduced-order approach

  Osamu Tonomura; Masato Kubota; Manabu Kano; Shinji Hasebe

  Computer Aided Chemical Engineering, 2009, Peer-reviewed

  
• The state of the art in advanced chemical process control in Japan

  Manabu Kano; Morimasa Ogawa

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2009, Peer-reviewed

  
• Correlation-based pattern recognition and its application to adaptive soft-sensor design

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2009, Peer-reviewed

  
• Sensor location for effective fault diagnosis in micro chemical processes

  Osamu Tonomura; Satoshi Nagahara; Jun Ichi Kano; Manabu Kano; Shinji Hasebe

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2009, Peer-reviewed

  
• Process Data Analysis for Quality Improvement and Process Control

  Manabu Kano

  ICROS-SICE International Joint Conference 2009 (ICCAS-SICE 2009), Tutorial Mini-Course 2, Fukuoka, Japan, August 18-21, 2009, Peer-reviewed

  
• Solving Quality Problems with Multivariate Data Analysis: Basics and Applications

  Manabu Kano

  AEC/APC Symposium Asia 2009, Tokyo, Japan, Nov. 9, 2009, Peer-reviewed

  
• Detection of significant model-plant mismatch using stepwise method for model-based control

  Yohei Shigi; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, Conference Proceedings, 2009, Peer-reviewed

  
• Simplified Model-Based Design and Shape Optimization for T-Shaped Microreactors with Secondary Flow

  Lin Wang; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, paper 468c, Nashville, US, Nov. 8-13, 2009, Peer-reviewed

  
• Development and Application of a New Spectral Clustering Algorithm

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, paper 507d, Nashville, US, Nov. 8-13, 2009, Peer-reviewed

  
• Uniform Fluid Distribution and Blockage Diagnosis in Externally Parallelized Microreactors

  Osamu Tonomura; Natsumi Nishiyama; Manabu Kano; Shinji Hasebe; Yoshiaki Tanaka

  AIChE Annual Meeting, paper 570a, Nashville, US, Nov. 8-13, 2009, Peer-reviewed

  
• On-line monitoring of tubular microreactors using particle filter

  Jun Ichi Kano; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, Conference Proceedings, 2009, Peer-reviewed

  
• A fictitious reference iterative tuning method with simultaneous delay parameter tuning of the reference model

  Shiro Masuda; Manabu Kano; Yusuke Yasuda

  Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009, 2009, Peer-reviewed

  
• Effect of Multiple Steady-States on Operation Strategy and Control Structure for a Heat Integrated Distillation Column (HIDiC)

  Lin Wang; Manabu Kano; Shinji Hasebe

  Computer Aided Chemical Engineering, 2009, Peer-reviewed

  
• How to Estimate True Effect of Changing Operating Condition on Product Quality: ICA-Based Approach

  Manabu Kano; Yosuke Mukai; Shinji Hasebe

  Computer Aided Chemical Engineering, 2009, Peer-reviewed

  
• PID gain tuning for disturbance attenuation using FRIT method

  Yusuke Yasuda; Shiro Masuda; Manabu Kano

  ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings, 2009, Peer-reviewed

  
• Development of correlation-based pattern recognition and its application to adaptive soft-sensor design

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings, 2009, Peer-reviewed

  
• State and parameter estimation for tubular microreactors using particle filter

  Jun Ichi Kano; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings, 2009, Peer-reviewed

  
• Design of micro electrolytic reactors towards acceleration of mass transfer

  Masahiro Tsujimoto; Osamu Tonomura; Manabu Kano; Shinji Hasebe; Toru Hinouchi

  AIChE Annual Meeting, Conference Proceedings, 2009, Peer-reviewed

  
• Design, Operation, and Maintenance of Soft-Sensors

  KANO Manabu

  計測と制御, 10 Nov. 2008

  
• 化学工学年鑑2008 7.システム・情報・シミュレーション 7.1 プロセスシステム工学全体

  山下善之; 加納学; 野田賢

  化学工学, 05 Oct. 2008

  
• 閉ループデータに基づく直接的PID調整とその不安定プロセスへの適用

  田坂謙一; 加納学; 小河守正; 増田士朗; 山本透

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 24 Aug. 2008

  
• 相互相関を有する入力変数から出力変数への影響度算出法

  向井洋介; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 24 Aug. 2008

  
• 相関型Just‐In‐Timeモデリングのナンバリングアッププロセスへの適用

  藤原幸一; 向井洋介; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 24 Aug. 2008

  
• 2次流れを伴うT字マイクロリアクタの効率的設計に向けた近似モデルの開発

  久保田将人; 殿村修; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 24 Aug. 2008

  
• マイクロ化学プロセスの流体集配構造と閉塞診断

  殿村修; 永原聡士; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 24 Aug. 2008

  
• CFDシミュレーションによるマイクロ電解リアクタの特性解析と設計

  辻本昌洋; 殿村修; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 24 Aug. 2008

  
• 変数間の相関に着目したクラスタリング手法およびその多変量統計モデリングへの利用

  向井洋介; 藤原幸一; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 24 Aug. 2008

  
• 中間体の濃度制御を目的としたマイクロリアクタの設計

  加納潤一; 殿村修; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 24 Aug. 2008

  
• What's Going on in Chemical Process Control Today

  KANO Manabu

  Systems, control and information, 15 Aug. 2008

  
• Practice and Challenges of Chemical Process Control Engineers : What they achieved in the past and should attack in the future

  OGAWA Morimasa; KANO Manabu

  Systems, control and information, 15 Aug. 2008

  
• Unscented Kalman Filterによる管型マイクロリアクタの状態・パラメータ推定

  岩井祐樹; 殿村修; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 16 May 2008

  
• 相関型Just‐In‐Timeモデリングの化学プロセスへの適用

  藤原幸一; 加納学; 長谷部伸治; 滝波明敏

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 16 May 2008

  
• 複数の輪送手段を有するプロセスの不確定需要に対する在庫管理手法

  松尾崇史; 辻悠佑; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 16 May 2008

  
• 不確定需要に対する生産量制約を考慮した多期間生産計画

  辻悠佑; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集(CD-ROM), 16 May 2008

  
• 不確定需要に対する将来の計画見直しを考慮した最適生産計画

  辻悠佑; 川島康人; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 17 Feb. 2008

  
• T字マイクロミキサにおける対流混合・熱伝達過程のCFD解析と設計

  久保田将人; 殿村修; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 17 Feb. 2008

  
• 随伴変数法を用いたマイクロ流路形状設計による圧力損失最小化

  殿村修; 高瀬達弥; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 17 Feb. 2008

  
• プロセス特性変化に着目した相関型Just‐In‐Timeモデリングによるソフトセンサ設計

  藤原幸一; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 17 Feb. 2008

  
• 2成分蒸留塔における多重定常状態の解析

  巻田浩; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 17 Feb. 2008

  
• Development of a Reduced-order Model of T-shaped Microreactors with Secondary Flow

  Masato Kubota; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  International Symposium on Micro Chemical Process and Synthesis, 2008

  
• 閉ループデータに基づく直接的PID/I‐PD制御器調整とその不安定重合反応プロセスへの適用

  田坂謙一; 加納学; 小河守正

  制御理論シンポジウム資料, 2008

  
• Fluid Distribution and Blockage Diagnosis in Parallel Microchannel Configurations

  Osamu Tonomura; Satoshi Nagahara; Manabu Kano; Shinji Hasebe

  10th International Conference on Microreaction Technology (IMRET) / AIChE Spring National Meeting, paper 128d, New Orleans, LA, April 6-10, 2008, Peer-reviewed

  
• Characterization of High Heat and Mass Transfer in T-Shaped Microreactors and Its Optimal Design

  Masato Kubota; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  10th International Conference on Microreaction Technology (IMRET) / AIChE Spring National Meeting, paper 129c, New Orleans, LA, April 6-10, 2008, Peer-reviewed

  
• Sensor Location for Effective Fault Diagnosis in Micro Chemical Plants

  Osamu Tonomura; Satoshi Nagahara; Manabu Kano; Shinji Hasebe

  Proceedings of Fifth International Conference on Foundations of Computer-Aided Process Operations (FOCAPO 2008), pp.331-334, Cambridge, MA, June 29-July 2, 2008, Peer-reviewed

  
• Soft-sensor Design for Time-Varying Processes through Correlation-Based Just-In-Time Modeling

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  Proceedings of Fifth International Conference on Foundations of Computer-Aided Process Operations (FOCAPO 2008), pp.341-344, Cambridge, MA, June 29-July 2, 2008, Peer-reviewed

  
• Development of Model-based Monitoring System for Microreactors

  Osamu Tonomura; Jun-ichi Kano; Satoshi Nagahara; Manabu Kano; Shinji Hasebe

  International Symposium on Micro Chemical Process and Synthesis (MiPS), pp.53-55, Kyoto, Japan, Sep. 11-13, 2008, Peer-reviewed

  
• CFD Analysis of Electrochemical Microreactors

  Masahiro Tsujimoto; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  International Symposium on Micro Chemical Process and Synthesis (MiPS), pp.187-189, Kyoto, Japan, Sep. 11-13, 2008, Peer-reviewed

  
• CFD Analysis and Design of a Microreactor: Toward Precise Control of Intermediate Concentrations of Consecutive-Parallel Reactions

  Jun-ichi Kano; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  International Symposium on Micro Chemical Process and Synthesis (MiPS), pp.190-192, Kyoto, Japan, Sep. 11-13, 2008, Peer-reviewed

  
• Cfd-based shape optimization of pressure-driven microchannels via adjoint formulation

  Osamu Tonomura; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, Conference Proceedings, 2008, Peer-reviewed

  
• Practical Process Data Analysis to Meet Industrial Needs: Recent Advancement of Statistical Modeling and Process Analysis

  Manabu Kano

  2008 Taiwan/Korea/Japan Chemical Engineering Conference and the 55th Taiwan Institute of Chemical Engineers Annual Conference, Taipei, Taiwan, Nov. 20-22, 2008, Peer-reviewed

  
• Correlation-based Just-In-Time modeling for soft-sensor design

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  Computer Aided Chemical Engineering, 2008, Peer-reviewed

  
• Practice and challenges in chemical process control applications in Japan

  Morimasa Ogawa; Manabu Kano

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2008, Peer-reviewed

  
• Direct PID tuning from closed-loop data and its application to unstable polymerization process

  Kenichi Tasaka; Manabu Kano; Morimasaa Ogawa; Shiroo Masuda; Toru Yamamoto

  AIChE Annual Meeting, Conference Proceedings, 2008, Peer-reviewed

  
• Development of a new pattern recognition method and its application to just-in-time modeling

  Koichi Fujiwara; Yosuke Mukai; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, Conference Proceedings, 2008, Peer-reviewed

  
• 質的品質情報の定量化と品質改善のための運転条件推定

  中川繁政; 中川義明; 谷崎隆士; 加納学

  材料とプロセス, 01 Sep. 2007

  
• マイクロリアクタのセンサ配置と状態推定

  永原聡士; 殿村修; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 13 Aug. 2007

  
• 内部熱交換型蒸留塔の構造および運転と多重定常状態

  巻田浩; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 13 Aug. 2007

  
• プロセス・ケモメトリクス―統計的プロセス管理とソフトセンサーへの応用―

  加納学

  CICSJ Bull (Div Chem Inf Comput Sci Chem Soc Jpn), 01 Jul. 2007

  
• Application of Estimating Method of Operating Condition for Data-Driven Quality Improvement

  NAKAGAWA Shigemasa; NAKAGAWA Yoshiaki; TANIZAKI Takashi; KANO Manabu

  電気学会金属産業研究会資料, 16 Mar. 2007

  
• プロセス解析・監視への独立成分分析の応用について

  中田賢志; 向井洋介; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 19 Feb. 2007

  
• 並列マイクロ流路の均一な流量分布を実現するマニホールド形状設計

  前中香織; 殿村修; 永原聡士; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 19 Feb. 2007

  
• バッチプロセス操作プロファイルのモデル化方法

  田坂謙一; 向井洋介; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 19 Feb. 2007

  
• Synthesis of Heat Integrated Distillation Systems with Internal Heat Exchange

  Takato Nakao; Manabu Kano; Shinji Hasebe

  Proceedings of International Symposium on Design, Operation and Control of Chemical Processes, 2007, Peer-reviewed

  
• Compartment Model-based Design of Plate-fin Microdevices for Uniform Flow Distribution at High Flow Rates

  Kaori Maenaka; Osamu Tonomura; Satoshi Nagahara; Manabu Kano; Shinji Hasebe

  The Fifth International Workshop on Micro Chemical Plants, pp.36, Kyoto, Japan, Jan. 29-30, 2007, Peer-reviewed

  
• Modeling and optimization of batch process through wavelet analysis and multivariate analysis

  Manabu Kano; Koichi Fujiwara; Shinji Hasebe; Hiromu Ohno

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2007, Peer-reviewed

  
• Batch Process Modeling and Optimization through Wavelet Coefficient Regression

  Yosuke Mukai; Kenichi Tasaka; Koichi Fujiwara; Manabu Kano; Shinji Hasebe

  Proceedings of International Symposium on Design, Operation and Control of Chemical Processes (PSE ASIA 2007), CD-ROM, F-12, Xi’an, China, Aug. 15-18, 2007, Peer-reviewed

  
• Optimal Sensor Location and State Estimation for Tubular Microreactors

  Takayuki Tominari; Satoshi Nagahara; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  Proceedings of International Symposium on Design, Operation and Control of Chemical Processes (PSE ASIA 2007), CD-ROM, F-14, Xi’an, China, Aug. 15-18, 2007, Peer-reviewed

  
• Dynamic Start-up Model of Heat Integrated Distillation Column

  Lin Wang; Hiroshi Makita; Manabu Kano; Shinji Hasebe

  Proceedings of International Symposium on Design, Operation and Control of Chemical Processes (PSE ASIA 2007), CD-ROM, F-15, Xi’an, China, Aug. 15-18, 2007, Peer-reviewed

  
• Wavelet Coefficient Regression for Product Quality Estimation and Root Cause Analysis

  Tomomi Ino; Haruhiko Kondo; Manabu Kano

  AEC/APC Symposium Asia 2007, FD-O-044, Kumamoto, Japan, Nov. 29-30, 2007, Peer-reviewed

  
• Quality improvement of steel products by using multivariate data analysis

  Yoshiaki Nakagawa; Shigemasa Nakagawa; Manabu Kano; Takashi Tanizaki

  Proceedings of the SICE Annual Conference, 2007, Peer-reviewed

  
• Optimal shape design of pressure-driven microchannels using adjoint variable method

  Osamu Tonomura; Tatsuya Takase; Manabu Kano; Shinji Hasebe

  Proceedings of the 5th International Conference on Nanochannels, Microchannels and Minichannels, ICNMM2007, 2007, Peer-reviewed

  
• Improving estimation performance of softsensors through two-stage subspace identification

  Manabu Kano; Seunghyun Lee; Shinji Hasebe

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2007, Peer-reviewed

  
• Softsensor development and disturbance estimation through two-stage subspace identification

  Seunghyun Lee; Manabu Kano; Shinji Hasebe

  Proceedings of the IEEE International Conference on Control Applications, 2007, Peer-reviewed

  
• Optimal sensor location and state estimation for microreactors

  Osamu Tonomura; Satoshi Nagahara; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, Conference Proceedings, 2007, Peer-reviewed

  
• Two-stage subspace identification for high performance softsensor design

  Manabu Kano; Seunghyun Lee; Shinji Hasebe

  AIChE Annual Meeting, Conference Proceedings, 2007, Peer-reviewed

  
• Plant System Engineering

  加納 学; 野田 賢; 橋爪 進

  化学工学 = CHEMICAL ENGINEERING OF JAPAN, 05 Oct. 2006

  
• 化学工学年鑑2006 7.システム・情報・シミュレーション

  加納学; 野田賢; 橋爪進; 大村直人; 渕野哲郎; 横山克己; 島田行恭; 渡部安重; 齋藤義己

  化学工学, 05 Oct. 2006

  
• プロセス・ケモメトリクス 操業データをトコトン活用する技術

  加納学

  ペトロテック, 01 Sep. 2006

  
• 内部熱交換型蒸留塔の多重定常状態に関する検討

  福島知洋; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2006

  
• 多変量解析を利用した製品品質・歩留り改善手法とその鉄鋼プロセスへの適用

  加納学

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2006

  
• プラント制御性能診断システムの構築

  久下本秀和; 轡義則; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2006

  
• ウェーブレット解析と多変量解析を用いたバッチプロセス操作プロファイルの最適化

  藤原幸一; 加納学; 長谷部伸治; 大野弘

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 16 Aug. 2006

  
• 反応生成物の単分散化を目的としたマイクロ流路設計

  永原聡士; 殿村修; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 28 Feb. 2006

  
• マイクロ化学プラントの並列ユニット間滞留時間制御と操作

  冨成尭行; 殿村修; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 28 Feb. 2006

  
• 流量計測・制御・操作~さらなる改善と最新ソリューション Section1 ユーザ編:流量計測・制御・操作機器の活用事例と適用ニーズ プラント運転データを活用した調節弁固着検出と制御性能改善

  加納学; 久下本秀和; 野口芳和; 湯本隆雅

  計装, 01 Feb. 2006

  
• Design and Flow Analysis of Passive Micromixers

  Tatsuya Takase; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  9th International Conference on Microreaction Technology, 2006, Peer-reviewed

  
• Dynamics and Control of Heat Integrated Distillation Column (HIDiC)

  Tomohiro Fukushima; Manabu Kano; Osamu Tonomura; Shinji Hasebe

  IFAC Symposium on Advanced Control of Chemical Processes, 2006, Peer-reviewed

  
• Effective Operation Policy for the Uniform Residence Time in Parallelized Microdevices

  Takayuki Tominari; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  The Fourth International Workshop on Micro Chemical Plants, 2006

  
• Design and Simulation of a Slit-type Microreactor

  Tatsuya Takase; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  The Fourth International Workshop on Micro Chemical Plants, 2006

  
• Recent developments and industrial applications of data-based process monitoring and process control

  Manabu Kano; Yoshiaki Nakagawa

  Computer Aided Chemical Engineering, 2006, Peer-reviewed

  
• Shape design of a tubular microreactor with desired product distribution

  Osamu Tonomura; Satoshi Nagahara; Manabu Kano; Shinji Hasebe

  Topical Conference on Applications of Micro-Reactor Engineering 2006, Held at the 2006 AIChE Spring National Meeting, 2006, Peer-reviewed

  
• Operation profile optimization for batch process through wavelet analysis and multivariate analysis

  Manabu Kano; Koichi Fujiwara; Shinji Hasebe; Hiromu Ohno

  AIChE Annual Meeting, Conference Proceedings, 2006, Peer-reviewed

  
• Shape design of a tubular microreactor with desired product distribution

  Osamu Tonomura; Satoshi Nagahara; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, Conference Proceedings, 2006, Peer-reviewed

  
• Modeling and Optimization of Batch Process Operation through Wavelet Analysis and Multivariate Analysis

  Manabu Kano; Koichi Fujiwara; Shinji Hasebe; Hiromu Ohno

  AIChE Annual Meeting, paper 125a, Sa Francisco, CA, Nov. 13-17, 2006, Peer-reviewed

  
• Softsensor development through two-stage subspace identification

  Seunghyun Lee; Manabu Kano; Kosuke Ando; Shinji Hasebe

  2006 SICE-ICASE International Joint Conference, 2006, Peer-reviewed

  
• Operation profile optimization for batch process through wavelet analysis and multivariate analysis

  Manabu Kano; Koichi Fujiwara; Shinji Hasebe; Hiromu Ohno

  2006 SICE-ICASE International Joint Conference, 2006, Peer-reviewed

  
• 内部熱交換型蒸留塔の動特性と制御性

  福島知洋; 冨成尭行; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 05 Sep. 2005

  
• 運転データに基づく階層型品質改善システムの開発―効果的な操作変数の選択―

  藤原幸一; LEE Seunghyun; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 05 Sep. 2005

  
• 拡散混合型マイクロリアクタの設計法

  高瀬達弥; 殿村修; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 05 Sep. 2005

  
• 積層型マイクロ化学プロセスにおける流路閉塞検出

  藤岡徳; 殿村修; 加納学; 長谷部伸治

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 05 Sep. 2005

  
• 主成分分析を用いた品質変化影響要因解析

  中川義明; 加納学

  材料とプロセス, 01 Sep. 2005

  
• 積層型マイクロ化学プロセスにおける流路閉塞検出手法の開発

  藤岡徳; 殿村修; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集, 18 May 2005

  
• 内部熱交換型蒸留塔の動特性と制御に関する検討

  冨成尭行; 福島知洋; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集, 18 May 2005

  
• 統計的手法に基づく階層型品質改善システムの開発 ペニシリン製造プロセスへの適用

  LEE Seunghyun; 藤原幸一; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集, 18 May 2005

  
• 統計的品質改善のための枠組み

  加納学; 藤原幸一; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集, 18 May 2005

  
• 反応条件制御型マイクロ流路の最適形状設計手法

  殿村修; 加納学; 長谷部伸治; 野田賢

  化学工学会年会研究発表講演要旨集, 22 Feb. 2005

  
• Detection of Control Valve Stiction

  KUGEMOTO Hidekazu; KANO Manabu

  Journal of The Society of Instrument and Control Engineers, 10 Feb. 2005

  
• Modeling, Control and Monitoring of Process Systems

  UCHIDA Kenko; YAMASHITA Yoshiyuki; KANO Manabu

  Journal of The Society of Instrument and Control Engineers, 10 Feb. 2005

  
• Monitoring of Process Systems

  YAMASHITA Yoshiyuki; KANO Manabu

  Journal of The Society of Instrument and Control Engineers, 10 Feb. 2005

  
• Control Performance Assessment and Monitoring for Process Control Systems

  KANO Manabu; YAMASHITA Yoshiyuki

  Journal of The Society of Instrument and Control Engineers, 10 Feb. 2005

  
• Systematic Design of Microreactors for Exothermic Multiple Reactions

  Osamu Tonomura; Manabu Kano; Shinji Hasebe; Masaru Noda

  Proceedings of International Symposium on Design, Operation and Control of Chemical Plants, 2005, Peer-reviewed

  
• Hierarchical Control and Monitoring System for Product Quality Improvement

  Koichi Fujiwara; Manabu Kano; Sunghyun Lee; Shinji Hasebe; Hiromu Ohno

  Proceedings of International Symposium on Design, Operation and Control of Chemical Plants, 2005, Peer-reviewed

  
• A Study of Dynamics and Control of Heat Integrated Distillation Column (HIDiC)

  Fukushima Tomohiro; Takayuki Tominari; Manabu Kano; Shinji Hasebe

  Proceedings of International Symposium on Design, Operation and Control of Chemical Plants, 2005, Peer-reviewed

  
• Optimal Shape Design and Operation of Microreactors

  Osamu Tonomura; Manabu Kano; Shinji Hasebe; Masaru Noda

  Proceedings of the 7th World Congress of Chemical Engineering, 2005, Peer-reviewed

  
• Optimal Design of Plate-fin Microreactors for Highly Exothermic Reactions

  Osamu Tonomura; Manabu Kano; Shinji Hasebe; Masaru Noda

  The Third International Workshop on Micro Chemical Plants, 2005

  
• Fault Diagnosis for Stacked Micro Chemical Plants

  Toku Fujioka; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  The Third International Workshop on Micro Chemical Plants, 2005

  
• 統計的手法に基づく階層型品質改善システムの開発

  LEE Seunghyun; 藤原幸一; 加納学; 長谷部伸治

  計測自動制御学会関西支部学生研究発表会講演論文集 平成17年, 2005

  
• Process Chemometrics for Quality Improvement: Basics and Industrial Applications

  Manabu Kano

  The 3rd International Symposium on Design, Operation and Control of Chemical Plants (PSE Asia 2005), Seoul, Korea, Aug. 17-19, 2005

  
• Optimal design approach for microreactors with desired temperature, concentration and residence time distributions

  Osamu Tonomura; Manabu Kano; Shinji Hasebe; Masaru Noda

  8th Topical Conference on Microreaction Technology 2005, Held at the 2005 AIChE Spring National Meeting, 2005, Peer-reviewed

  
• Data-based and model-based blockage diagnosis systems for stacked micro chemical plants

  Manabu Kano; Toku Fujioka; Osamu Tonomura; Shinji Hasebe

  AIChE Annual Meeting, Conference Proceedings, 2005, Peer-reviewed

  
• Product quality improvement using multivariate data analysis

  Manabu Kano; Koichi Fujiwara; Shinji Hasebe; Hiromu Ohno

  IFAC Proceedings Volumes (IFAC-PapersOnline), 2005, Peer-reviewed

  
• Optimal design approach for microreactors with desired temperature, concentration and residence time distributions

  Osamu Tonomura; Manabu Kano; Shinji Hasebe; Masaru Noda

  2005 AIChE Spring National Meeting, Conference Proceedings, 2005, Peer-reviewed

  
• Thermo-fluid design approach to microreactors with uniform temperature and residence time distribution

  Tonomura, O.; Noda, M.; Kano, M.; Hasebe, S.

  AIChE Annual Meeting, Conference Proceedings, 01 Dec. 2004

  
• Statistical Process Control Using Process Chemometrics

  KANO Manabu

  Systems, control and information, 15 May 2004

  
• 運転データを用いる調節弁固着検出法

  山下善之; 久下本秀和; 加納学; 丸田浩

  化学工学会年会研究発表講演要旨集, 02 Mar. 2004

  
• 簡易流動モデルに基づくマイクロリアクタの最適設計手法

  殿村修; 中西仁志; 野田賢; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 02 Mar. 2004

  
• マイクロリアクタの熱的最適設計手法の開発

  野田賢; 殿村修; 加納学; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 02 Mar. 2004

  
• 調節弁固着現象のモデル化

  丸田浩; 加納学; 久下本秀和; 清水佳子

  化学工学会年会研究発表講演要旨集, 02 Mar. 2004

  
• 閉塞発生時のマイクロ化学プロセスの運転に関する検討

  藤岡徳; 殿村修; 加納学; 野田賢; 長谷部伸治

  化学工学会年会研究発表講演要旨集, 02 Mar. 2004

  
• 製品品質・歩留り改善のための操業条件推定法

  藤原幸一; 加納学; 長谷部伸治; 大野弘

  化学工学会年会研究発表講演要旨集, 02 Mar. 2004

  
• Data-Driven Approach for Improving Product Yield

  Koichi Fujiwara; Manabu Kano; Shinji Hasebe; Hiromu Ohno

  The 10th Asian Pacific Confederation of Chemical Engineering, 2004, Peer-reviewed

  
• Development of Micro Chemical Process Simulator: Design and Operation of Plate-Fin Microdevice

  Toku Fujioka; Osamu Tonomura; Manabu Kano; Masaru Noda; Shinji Hasebe

  The 10th Asian Pacific Confederation of Chemical Engineering, 2004, Peer-reviewed

  
• Systematic Approach for Thermal-Fluid Design of Microreactors

  Masaru Noda; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  The 10th Asian Pacific Confederation of Chemical Engineering, 2004, Peer-reviewed

  
• Data-Driven Quality Improvement: Handling Qualitative Variables

  Manabu Kano; Koichi Fujiwara; Shinji Hasebe; Hiromu Ohno

  IFAC Symposium on Dynamics and Control of Process Systems, 2004, Peer-reviewed

  
• Simultaneous Optimization Approach for Thermal-Fluid Design of a Microreactor based on Simplified Compartment Models

  Masaru Noda; Osamu Tonomura; Manabu Kano; Shinji Hasebe

  The Second International Workshop on Micro Chemical Plants, 2004

  
• Optimal Design Approach for Microreactors with Uniform Residence Time Distribution

  Osamu Tonomura; Hitoshi Nakanishi; Masaru Noda; Manabu Kano; Shinji Hasebe

  The Second International Workshop on Micro Chemical Plants, 2004

  
• Operation of Micro Chemical Plants When Blockage Occurs: Application of Micro Chemical Process Simulator

  Toku Fujioka; Osamu Tonomura; Manabu Kano; Masaru Noda; Shinji Hasebe

  The Second International Workshop on Micro Chemical Plants, 2004

  
• Combined Multivariate Statistical Process Control

  Manabu Kano; Shouhei Tanaka; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  Preprints of IFAC Symposium on Advanced Control of Chemical Processes, 2004, Peer-reviewed

  
• Integration of Product Quality Estimation and Operating Condition Monitoring for Efficient Operation of Industrial Ethylene Fractionator,

  Hirokazu Kamohara; Akitoshi Takinami; Makoto Takeda; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Preprints of IFAC Symposium on Advanced Control of Chemical Processes, 2004, Peer-reviewed

  
• 主成分回帰を用いた製品品質・歩留り改善のための最適運転条件推定法

  藤原幸一; 加納学; 長谷部伸治; 大野弘

  システム制御情報学会研究発表講演会講演論文集, 2004

  
• 最小分散制御に基づくPID制御性能評価の問題点

  丸田浩; 加納学; 長谷部伸治

  システム制御情報学会研究発表講演会講演論文集, 2004

  
• Thermo-fluid design approach to microreactors with uniform temperature and residence time distribution

  Osamu Tonomura; Masaru Noda; Manabu Kano; Shinji Hasebe

  AIChE Annual Meeting, Conference Proceedings, 2004, Peer-reviewed

  
• Data-driven approach for product quality/yield improvement: How to specify target of qualitative quality variables

  Manabu Kano; Koichi Fujiwara; Shinji Hasebe; Hiromu Ohno

  AIChE Annual Meeting, Conference Proceedings, 2004, Peer-reviewed

  
• 運転データに基づく制御性能の評価と改善に関する一考察

  丸田浩; 加納学; 長谷部伸治; 橋本伊織

  化学工学会年会研究発表講演要旨集, 23 Feb. 2003

  
• 主成分分析と独立成分分析を統合した統計的プロセス管理

  加納学; 田中章平; 長谷部伸治; 橋本伊織

  化学工学会年会研究発表講演要旨集, 23 Feb. 2003

  
• マイクロ分配器の流動特性解析と設計

  殿村修; 田中章太郎; 斉藤隆寛; 野田賢; 加納学; 長谷部伸治; 橋本伊織

  化学工学会年会研究発表講演要旨集, 23 Feb. 2003

  
• CFD-based optimal design of manifold in plate-fin microdevices

  Osamu Tonomura; Shotaro Tanaka; Masaru Noda; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Proceedings of the 7th International Conference on Microreaction Technology, 2003, Peer-reviewed

  
• Evolution of Multivariate Statistical Process Control: Application of Independent Component Analysis and External Analysis

  Manabu Kano; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  Proceedings of The Foundations of Computer Aided Process Operations Conference, 2003, Peer-reviewed

  
• Statistical Process Monitoring with External Analysis and Independent Component Analysis

  KANO Manabu; TANAKA Shouhei; MARUTA Hiroshi; HASEBE Shinji; HASHIMOTO Iori; OHNO Hiromu

  計測自動制御学会論文集, 30 Nov. 2002

  
• Model Predictive Control-IV : Constrainted Model Predictive Control

  OHSHIMA Masahiro; KANO Manabu

  Systems, control and information, 15 Nov. 2002

  
• Model Predictive Conrrol-II : Linear Model Predictive Control

  KANO Manabu; OHSHIMA Masahiro

  Systems, control and information, 15 Jul. 2002

  
• CFDシミュレーションによるマイクロ熱交換器の特性解析

  青木宣明; 殿村修; 加納学; 長谷部伸治; 橋本伊織

  化学とマイクロシステム研究会講演要旨集, 15 Mar. 2002

  
• CFDシミュレーションによるマイクロリアクターの特性解析

  砂川賢司; 殿村修; 加納学; 長谷部伸治; 橋本伊織

  化学とマイクロシステム研究会講演要旨集, 15 Mar. 2002

  
• 運転状態の変更に対応できる統計的プロセス管理

  田中章平; 丸田浩; 加納学; 長谷部伸治; 橋本伊織; 大野弘

  化学工学会年会研究発表講演要旨集, 01 Mar. 2002

  
• CFDシミュレーションによるマイクロ熱交換器の特性解析

  殿村修; 青木宣明; 砂川賢司; 加納学; 長谷部伸治; 橋本伊織

  化学工学会年会研究発表講演要旨集, 01 Mar. 2002

  
• Statistical Monitoring of Multivariable Processes Operated under Various Conditions

  Manabu Kano; Hiroshi Maruta; Shouhei Tanaka; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  Proceedings of International Symposium on Design, Operation and Control of Chemical Plants, 2002, Peer-reviewed

  
• Combination of Independent Component Analysis and Principal Component Analysis for Multivariate Statistical Process Control

  Manabu Kano; Shouhei Tanaka; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  Proceedings of International Symposium on Design, Operation and Control of Chemical Plants, 2002, Peer-reviewed

  
• CFD-based Analysis of Heat Transfer and Flow Pattern in Plate-Fin Micro Heat Exchangers

  Osamu Tonomura; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Proceedings of International Symposium on Design, Operation and Control of Chemical Plants, 2002, Peer-reviewed

  
• 独立成分分析を用いた反応プロセスの異常検出

  田中章平; 加納学; 長谷部伸治; 橋本伊織; 大野弘

  化学工学会秋季大会研究発表講演要旨集, 31 Aug. 2001

  
• Application of Novel Statistical Process Control Methods to a Chemical Process

  KANO Manabu; OHNO Hiromu; HASEBE Shinji; HASHIMOTO Iori

  計測自動制御学会論文集, 28 Feb. 2001

  
• The Use of Independent Component Analysis for Multivariate Statistical Process Control

  Manabu Kano; Shouhei Tanaka; Hiromu Ohno; Shinji Hasebe; Iori Hashimoto

  Proceedings of International Symposium on Advanced Control of Industrial Processes, 2001, Peer-reviewed

  
• Inferential Control of Distillation Compositions: Selection of Model and Control Configuration

  Manabu Kano; Natthaphon Showchaiya; Shinji Hasebe; Iori Hashimoto

  Preprints of the 6th IFAC Symposium on Dynamics and Control of Process Systems, 2001, Peer-reviewed

  
• データの非類似度に基づく運転監視システムにおけるContribution Plotの活用

  加納学; 瀬川彰継; 長谷部伸治; 橋本伊織; 大野弘

  化学工学会秋季大会研究発表講演要旨集, 12 Aug. 2000

  
• 運転データの類似度を利用した異常診断

  瀬川彰継; 加納学; 長谷部伸治; 橋本伊織; 大野弘

  化学工学会秋季大会研究発表講演要旨集, 12 Aug. 2000

  
• Comparison of statistical process monitoring methods: Application to the eastman challenge problem

  Manabu Kano; Koji Nagao; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno; Ramon Strauss; Bhavik Bakshi

  Computers and Chemical Engineering, 15 Jul. 2000, Peer-reviewed

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• 時系列データの非類似度に基づく異常検出手法の開発

  加納学; 長尾浩二; 長谷部伸治; 橋本伊織; 大野弘

  化学工学会年会研究発表講演要旨集, 29 Feb. 2000

  
• 移動主成分分析を用いた異常検出手法の開発

  加納学; 長尾浩二; 長谷部伸治; 橋本伊織; 大野弘

  化学工学会年会研究発表講演要旨集, 29 Feb. 2000

  
• Identification of Fault Situations by Using Historical Data Sets

  Terutsugu Segawa; Manabu Kano; Hiromu Ohno; Shinji Hasebe; Iori Hashimoto

  Proceedings of International Symposium on Design, Operation and Control of Next Generation Chemical Plants, 2000, Peer-reviewed

  
• Predictive Inferential Control of Distillation Compositions

  Natthaphon Showchaiya; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Proceedings of International Symposium on Design, Operation and Control of Next Generation Chemical Plants, 2000, Peer-reviewed

  
• Contribution Plots for Fault Identification Based on the Dissimilarity of Process Data

  Manabu Kano; Hiromu Ohno; Shinji Hasebe; Iori Hashimoto; Ramon Strauss; Bhavik Bakshi

  AIChE Annual Meeting, 2000, Peer-reviewed

  
• Dissimilarity of Process Data for Statistical Process Monitoring

  Manabu Kano; Koji Nagao; Hiromu Ohno; Shinji Hasebe; Iori Hashimoto

  Preprints of IFAC Symposium on Advanced Control of Chemical Processes, 2000, Peer-reviewed

  
• Selection of Inferential Models for Controlling Product Compositions in a Distillation Column

  Manabu Kano; Natthaphon Showchaiya; Shinji Hasebe; Iori Hashimoto

  Kagaku Kogaku Ronbunshu, 2000, Peer-reviewed

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• Design of Type 2 Model Predictive Control System

  KANO Manabu; OHNO Hiromu; HASEBE Shinji; HASHIMOTO Iori

  Transactions of the Society of Instrument and Control Engineers, 30 Dec. 1999

  
• DTB型連続晶析器における製品分級のモデリング

  金田朋彦; 浜村隆史; 外輪健一郎; 加納学; 長谷部伸治; 橋本伊織

  化学工学会秋季大会研究発表講演要旨集, 26 Aug. 1999

  
• 主成分分析を用いた運転監視

  長尾浩二; 吉元健治; 加納学; 大野弘; 長谷部伸治; 橋本伊織

  化学工学会年会研究発表講演要旨集, 25 Feb. 1999

  
• DTB型連続晶析プロセスの最適操作法 大結晶の収量最大化

  浜村隆史; 内藤清嗣; 外輪健一郎; 加納学; 長谷部伸治; 橋本伊織

  化学工学会年会研究発表講演要旨集, 25 Feb. 1999

  
• PLSを用いた蒸留塔製品組成の推定と制御

  加納学; 長谷部伸治; 橋本伊織

  計測自動制御学会制御技術部会研究会資料, 24 Feb. 1999

  
• DTB型連続晶析器の安定化制御 外部加熱器における微小結晶溶け残りの影響

  内藤清嗣; 外輪健一郎; 加納学; 長谷部伸治; 橋本伊織

  化学工学論文集, Jan. 1999

  
• Applicability of a Reduced Model to Study the Performance of Control System for a Continuous Crystallizer

  Ken-Ichiro Sotowa; Takashi Hamamura; Hiroshi Taniguchi; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  AIChE Annual Meeting, 1999, Peer-reviewed

  
• A Study on the Effects of Fines Dissolution on the Stabilizing Control of Continuous DTB Crystallizers

  Ken-Ichiro Sotowa; Kiyoshi Naito; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Proceedings of the 14th International Symposium on Industrial Crystallization, 1999, Peer-reviewed

  
• Influence of the Incomplete Dissolution of Fines in the Fines Dissolver on the Optimal Operation of Industrial Continuous DTB Crystallizers

  Ken-Ichiro Sotowa; Takashi Hamamura; Hiroshi Taniguchi; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  The Second Bradford International Workshop on Industrial Crystallization, 1999, Peer-reviewed

  
• Maximization of Mean Size of Crystals Obtained from Continuous Crystallizers

  Ken-Ichiro Sotowa; Takashi Hamamura; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  The Fifth International Symposium on Separation Technology - between Korea and Japan, 1999, Peer-reviewed

  
• Optimal Operation and Control of a Continuous DTB Crystallizer

  Shinji Hasebe; Takashi Hamamura; Kiyoshi Naito; Ken-Ichiro Sotowa; Manabu Kano; Iori Hashimoto

  1999, Peer-reviewed

  
• Application of the method of characteristics to crystallizer simulation and comparison with finite difference for controller performance evaluation

  K Sotowa; K Naito; M Kano; S Hasebe; Hashimoto, I

  DYNAMICS & CONTROL OF PROCESS SYSTEMS 1998, VOLUMES 1 AND 2, 1999, Peer-reviewed

  
• Process Monitoring Using Moving Principal Component Analysis

  Manabu Kano; Koji Nagao; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  Kagaku Kogaku Ronbunshu, 1999, Peer-reviewed

  
• Process Monitoring Based on Dissimilarity of Time Series Data

  Manabu Kano; Shinji Hasebe; Iori Hashimoto; Hiromu Ohno

  Kagaku Kogaku Ronbunshu, 1999, Peer-reviewed

  
• Dynamic PLSを用いた蒸留塔製品組成の推定と制御

  加納学; 馬場重樹; 長谷部伸治; 橋本伊織

  化学工学会秋季大会研究発表講演要旨集, Sep. 1998

  
• DTB型連続晶析器の安定化制御 外部加熱器における微小結晶溶け残りの影響

  内藤清嗣; 外輪健一郎; 加納学; 長谷部伸治; 橋本伊織

  化学工学会秋季大会研究発表講演要旨集, Sep. 1998

  
• 2型モデル予測制御系の設計

  永田久佳; いん栄徳; 加納学; 長谷部伸治; 橋本伊織; 大野弘

  化学工学会秋季大会研究発表講演要旨集, Sep. 1998

  
• Comparison of the Method of Characteristics wiht a Finite Difference Scheme for Crystallization Process Simulation

  SOTOWA Ken-ichiro; NAITO Kiyoshi; KANO Manabu; HASEBE Shinji; HASHIMOTO Iori

  Chemical engineering, Jul. 1998

  
• Partial Least Squares Regressionを用いた蒸留塔製品組成の推定制御

  加納学; 宮崎浩一; 長谷部伸治; 橋本伊織

  化学工学論文集, May 1998

  
• Inferential control of distillation composition using partial least squares regression

  M Kano; K Miyazaki; S Hasebe; Hashimoto, I

  KAGAKU KOGAKU RONBUNSHU, May 1998

  
• 多変量解析のプロセス監視への応用

  大野弘; 加納学; 橋本伊織

  制御技術シンポジウム資料, Apr. 1998

  
• 2型モデル予測制御系の設計

  加納学; 長谷部伸治; 橋本伊織; 大野弘

  制御技術シンポジウム資料, Apr. 1998

  
• Design of Flow Averaging Level Control System Using IP Controller with Gap

  OGAWA Morimasa; KANO Manabu; HASHIMOTO Iori

  Chemical engineering, Mar. 1998

  
• 特性曲線法による晶析プロセスのシミュレーション

  外輪健一郎; 内藤清嗣; 加納学; 長谷部伸治; 橋本伊織

  化学工学会年会研究発表講演要旨集, Feb. 1998

  
• 分級脚を有する連続晶析プロセスの制御

  浜村隆史; 内藤清嗣; 外輪健一郎; 加納学; 長谷部伸治; 橋本伊織

  化学工学会年会研究発表講演要旨集, Feb. 1998

  
• Current Topics and Future Problems in Process Control

  HASIMOTO Iori; OHNO Hiromu; KANO Manabu

  Kagaku k(0xFADE)gaku, Feb. 1998

  
• Controller Performance Evaluation for Crystallization Processes by Using the Method of Characteristics

  Shinji Hasebe; Takashi Hamamura; Kiyoshi Naito; Ken-Ichiro Sotowa; Manabu Kano; Iori Hashimoto; Hitoshi Betsuyaku; Hironobu Takeda

  AIChE Annual Meeting, 1998, Peer-reviewed

  
• Simulation Algorithms for Crystallization Processes under the Influence of Digital Controllers

  Ken-Ichiro Sotowa; Kiyoshi Naito; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Proceedings of International Symposium on Industrial Crystallization, 1998, Peer-reviewed

  
• PLSを用いた蒸留塔製品組成の推定と制御 (文部省S)

  橋本伊織; 長谷部伸治; 加納学

  次世代化学プラントの知的運転支援システムに関する研究 平成8-10年度 No.08305032, 1998

  
• Stabilizing Control of Crystal Size Distribution in Continuous Crystallization Processes

  Kiyoshi Naito; Ken Ichiro Sotowa; Manabu Kano; Shinji Hasebe; Iori Hashimoto

  Kagaku Kogaku Ronbunshu, 1998, Peer-reviewed

  
• 多変数モデル予測制御によるロバストサーボ補償と漸近的外乱除去

  加納学; 長谷部伸治; 橋本伊織; 大野弘

  化学工学会秋季大会研究発表講演要旨集, Aug. 1997

  
• PLSを用いた蒸留塔製品組成の推定制御

  加納学; 宮崎浩一; 長谷部伸治; 橋本伊織

  化学工学会秋季大会研究発表講演要旨集, Aug. 1997

  
• 連続晶析プロセスにおける粒径分布の振動現象の解析と安定化制御

  内藤清嗣; 浜村隆史; 加納学; 長谷部伸治; 橋本伊織

  化学工学会秋季大会研究発表講演要旨集, Aug. 1997

  
• サーボ問題および漸近的外乱除去問題へのモデル予測制御の適用

  加納学; 長谷部伸治; 橋本伊織; 大野弘

  化学工学論文集, May 1997

  
• Extended Model Predictive Control Algorithm for Solving Servo and Regulator Problems and Its Application to a Reverberating Furnace

  Manabu Kano; Hiromu Ohno; Shinji Hasebe; Iori Hashimoto; Kazuro Kurihara; Toshiyuki Sakamoto

  Preprints of IFAC Symposium on Advanced Control of Chemical Processes, 1997, Peer-reviewed

  
• プロセスシステム工学 物理モデルとPLSモデルを併用したナフサ分解炉スキン温度推定システムの開発

  加納学; 枝連俊弘; 長谷部伸治; 橋本伊織; 大嶋正裕; 大加茂梅太郎; 鈴木剛; 青木昌二

  化学工学論文集, Sep. 1996

  
• 種々のフィードバックシステム同定手法の有効性に関する検討

  加納学; 大野弘; 橋本伊織

  計測自動制御学会関西支部シンポジウム講演論文集, Oct. 1995

  
• ナフサ分解炉スキン温度推定システムの開発 第2報

  枝連俊弘; 加納学; 橋本伊織; 大加茂梅太郎; 青木昌二

  化学工学会秋季大会研究発表講演要旨集, Sep. 1995

  
• フィードバックシステムの同定手法に関する一考察

  加納学; 枝連俊弘; 金岡克弥; 橋本伊織

  化学工学会秋季大会研究発表講演要旨集, Sep. 1995

  
• ナフサ分解炉スキン温度推定システムの開発

  枝連俊弘; 加納学; 橋本伊織; 大加茂梅太郎; 青木昌二

  化学工学会年会研究発表講演要旨集, Mar. 1995

  
• 多周期協調制御に関する一考察

  加納学; 橋本伊織; 大嶋正裕; 大野弘

  化学工学会秋季大会研究発表講演要旨集, Sep. 1994

  
• Multirate Multivariable Model Predictive Control Design

  Masahiro Ohshima; Manabu Kano; Iori Hashimoto; Hiromu Ohno

  KAGAKU KOGAKU RONBUNSHU, 1994, Peer-reviewed

  
• 2入力1出力系の協調制御に関する一考察

  レナー フィリップ; 加納学; 大嶋正裕; 橋本伊織

  化学工学会秋季大会研究発表講演要旨集, Sep. 1993

  
• 多周期マルチループ制御系の安定性と制御性能

  加納学; 藤田恭一郎; 大嶋正裕; 橋本伊織; 大野弘

  化学工学会年会研究発表講演要旨集, Mar. 1993