Basic Information

Email Address

• Email Address

  hirose.takayuki.6ukyoto-u.ac.jp

Professional Memberships

• From Mar. 2025

  人工知能学会

Academic Degree

• 23 Mar. 2017

  京都大学修士（工学）
• 23 Sep. 2020

  京都大学博士（工学）

Academic Resume (Graduate Schools)

• Kyoto University Graduate School, Department of Mechanical Engineering and Science

Academic Resume (Undergraduate School/Majors)

• 九州大学, 工学部機械航空工学科, 卒業

Research History

• From Apr. 2025, To Present

  Kyoto University, The Center for Interdisciplinary Studies of Law and Policy, Program Specific Junior Associate Professor
• From Apr. 2020, To Present

  Japan Manned Space Systems Corporation, Advanced Technology Research Center

ID,URL

• ORCID ID

  0000-0002-5764-6932

• J-Global ID

  202601012699537029

researchmap URL

• https://researchmap.jp//t-hirose

Research

Research Topics, Overview of the research

• Research Topics

  Modeling and analysis of socio-technical systems in which people, technology, and organizations interact

Research Interests

• Human Machine Systems
• Socio-Technical Systems
• Resilience Engineering

Research Areas

• Informatics, Human interfaces and interactions

Papers

• Safety Analysis for Resilient Complex Socio-Technical Systems with an Extended Functional Resonance Analysis Method

  Takayuki Hirose; Tetsuo Sawaragi; Yukio Horiguchi; Hiroaki Nakanishi

  International Journal of Astronautics and Aeronautical Engineering, Oct. 2017, Peer-reviewed, Lead author

  
• Verification and Validation of Autonomous Collision Avoidance System Developed based on Functional Task Analysis of Ship Operation by Ship Maneuvering Experts

  Takayuki Hirose; Hideki Nomoto; Tomoaki Yamada; Makoto Ito

  Journal of Physics: Conference Series, Oct. 2025, Peer-reviewed, Lead author

  
• Safety Assessment and Experience-Building Scheme Using Simulators for Automatic Collision Avoidance Algorithm

  Ryohei Sawada; Makiko Minami; Keiji Sato; Tomoaki Yamada; Hideki Nomoto; Takayuki Hirose; Takahiro Majima

  Journal of Physics: Conference Series, Oct. 2025, Peer-reviewed

  
• Towards Explainable Anomaly Detection in Safety-critical Systems: Employing FRAM and SpecTRM in International Space Station Telemetry

  Shota Iino; Hideki Nomoto; Takashi Fukui; Yohei Yagisawa; Sayaka Ishizawa; Takayuki Hirose; Yasutaka Michiura

  International Journal of Prognostics and Health Management, Oct. 2024, Peer-reviewed

  
• Modelling and revealing success factors of cooperation in human spaceflight using FRAM

  Shota Iino; Hideki Nomoto; Takayuki Hirose; Yasutaka Michiura; Yumi Ohama; Maria Harigae

  2024 IEEE Aerospace Conference, Mar. 2024, Peer-reviewed

  
• Enhancing Space Systems Integrity: A Comparison of Telemetry-Based Approaches for Satellite PHM

  Lorenzo Brancato; Lucio Pinello; Marco Giglio; Francesco Cadini; Yu Kimura; Noriyasu Omata; Seiji Tsutsumi; Shota Iino; Hideki Nomoto; Takayuki Hirose

  Proceedings of the 75th International Astronautical Congress (IAC 2024), 2024, Peer-reviewed

  
• An integrated discrete-event simulation with functional resonance analysis and work domain analysis methods for industry 4.0 implementation

  Enrique Ruiz Zúñiga; Naruki Yasue; Takayuki Hirose; Hideki Nomoto; Tetsuo Sawaragi

  Decision Analytics Journal, Dec. 2023, Peer-reviewed

  
• Time-series anomaly detection in telemetry of ISS providing the reasons with FRAM and SpecTRM

  Shota Iino; Hideki Nomoto; Takayuki Hirose; Yasutaka Michiura; Takashi Fukui; Yohei Yagisawa; Miki Sasaki; Sayaka Ishizawa; Hiroharu Shibayama

  2023 IEEE Aerospace Conference, Mar. 2023, Peer-reviewed

  
• Reconfiguration Assessment for Production Volume Changes Using Discrete-Event Simulation: A Large-Size Highly-Customized Product Case Study

  Enrique Ruiz Zúñiga; Carlos Alberto Barrera Diaz; Andrés Del Riego Navarro; Amos H. C. Ng; Takayuki Hirose; Hideki Nomoto

  Advances in Transdisciplinary Engineering, Apr. 2022, Peer-reviewed

  
• Explainable symptom detection in telemetry of ISS with Random Forest and SpecTRM

  Shota Iino; Hideki Nomoto; Yasutaka Michiura; Takayuki Hirose; Miki Sasaki; Sayaka Ishizawa; Takashi Fukui; Yukako Ishitsuka; Yasuo Itabashi; Hiroharu Shibayama; Masaru Wada

  2022 IEEE Aerospace Conference (AERO), Mar. 2022, Peer-reviewed

  
• Simulation-Based System Improvement with Work Domain Functional Analysis: A Large-Size Product Manufacturing Case Study

  Enrique Ruiz Zúñiga; Takayuki Hirose; Hideki Nomoto; Tetsuo Sawaragi

  IFAC-PapersOnLine, 2022, Peer-reviewed

  
• Functional Analysis of Law of Requisite Variety: Envisioning How Systems Variety Affects Their Resilience Based on FRAM

  Takayuki Hirose; Hideki Nomoto; Yasutaka Michiura; Shota Iino

  IFAC-PapersOnLine, 2022, Peer-reviewed, Lead author

  
• Functional safety analysis of SAE conditional driving automation in time-critical situations and proposals for its feasibility

  Takayuki Hirose; Tetsuo Sawaragi; Hideki Nomoto; Yasutaka Michiura

  Cognition, Technology & Work, Nov. 2021, Peer-reviewed, Lead author

  
• Extended FRAM model based on cellular automaton to clarify complexity of socio-technical systems and improve their safety

  Takayuki Hirose; Tetsuo Sawaragi

  Safety Science, Mar. 2020, Peer-reviewed, Lead author

  Access this paper :

  
• Design of Productive Socio-Technical Systems by Human-System Co-Creation for Super-Smart Society

  Tetsuo Sawaragi; Yukio Horiguchi; Takayuki Hirose

  IFAC-PapersOnLine, 2020, Peer-reviewed

  
• Development of FRAM Model Based on Structure of Complex Adaptive Systems to Visualize Safety of Socio-Technical Systems

  Takayuki Hirose; Tetsuo Sawaragi

  IFAC-PapersOnLine, 2019, Peer-reviewed, Lead author

  Access this paper :

  
• Safety Analysis of Aviation Flight-Deck Procedures Using Systemic Accident Model

  Takayuki Hirose; Tetsuo Sawaragi; Yukio Horiguchi

  IFAC-PapersOnLine, 2016, Peer-reviewed, Lead author

  

Presentations

• Designing Resilient Socio-Technical Systems Using the Functional Resonance Analysis Method

  広瀬貴之

  第16回横幹連合コンファレンス, 13 Dec. 2025, 横断型基幹科学技術研究団体連合（横幹連合）

  
• Sub-Group 1 Report Societal System Design with Harmony

  Tetsuo Sawaragi; Takayuki Hirose

  23rd IFAC World Congress (IFAC 2026), 25 Aug. 2026, International Federation of Automatic Control (IFAC)

  
• Development of collision avoidance algorithms based on success factor analysis of expert maritime captains using FRAM

  Takayuki Hirose; Hideki Nomoto; Yasutaka Michiura; Tomoaki Yamada; Makoto Ito

  The 18th International FRAMily Meeting & Workshop, 17 Jun. 2026, Technical University of Munich (TUM), Chair of Ergonomics

  
• Attractor based FRAM Analysis

  Hideki Nomoto; Yasutaka Michiura; Takayuki Hirose; David Slater

  The 18th International FRAMily Meeting & Workshop, 16 Jun. 2026, Technical University of Munich (TUM), Chair of Ergonomics

  
• Ecological Approachに基づく人間の認知特性のSeamanshipへの活用

  広瀬貴之

  日本航海学会 第154回講演会・研究会, 05 Jun. 2026, 公益社団法人日本航海学会

  
• Ecological Approach に見る人の認知特性と自動化技術への応用

  広瀬貴之

  セーフティネットワークジャパン 第124回定例会, 22 May 2026, セーフティネットワークジャパン（SNJ）, Invited

  
• Panel Discussion: Human-Machine Co-evolution in the AI Age

  Takayuki Hirose

  16th IFAC Symposium on Analysis, Design and Evaluation of Human-Machine Systems (IFAC HMS 2025), 19 Nov. 2025, International Federation of Automatic Control (IFAC), Invited

  
• Verification and Validation of Autonomous Collision Avoidance System Developed based on Functional Task Analysis of Ship Operation by Ship Maneuvering Experts

  Takayuki Hirose; Hideki Nomoto; Tomoaki Yamada; Makoto Ito

  8th International Conference on Maritime Autonomous Surface Ships (ICMASS 2025), 09 Oct. 2025, Fraunhofer CML, German Institute of Navigation (DGON)

  
• Safety Assessment and Experience-Building Scheme Using Simulators for Automatic Collision Avoidance Algorithm

  Ryohei Sawada; Makiko Minami; Keiji Sato; Tomoaki Yamada; Hideki Nomoto; Takayuki Hirose; Takahiro Majima

  8th International Conference on Maritime Autonomous Surface Ships (ICMASS 2025), 08 Oct. 2025, Fraunhofer CML, German Institute of Navigation (DGON)

  
• レジリエンスエンジニアリング概論

  広瀬貴之

  セーフティネットワークジャパン 第121回定例会, 06 Jun. 2025, セーフティネットワークジャパン（SNJ）, Invited

  
• Functional Analysis of Skill Requirements for Remote Operation Center (ROC) Operators in Maritime Contexts

  Takayuki Hirose; Hideki Nomoto; Yasutaka Michiura

  The 17th FRAMily Meeting/Workshop, 14 May 2025, TU Delft

  
• Session 6: New Issues to Be Addressed

  広瀬貴之

  Agile Governance Symposium 4th, 05 Apr. 2025, 京都大学 法政策共同研究センター, Invited

  
• Success Factor Analysis of Great Ship Captain Onboard Based on Ecological Approach

  Takayuki Hirose; Hideki Nomoto; Shota Iino; Yasutaka Michiura

  The 16th FRAMily Meeting/Workshop, 05 Jun. 2024, Lund University

  
• Adding Resilience to Hospital Bed Allocation, using FRAM Machine Learning (MOVE)

  Hideki Nomoto; Rees Hill; Takayuki Hirose

  The 16th FRAMily Meeting/Workshop, 04 Jun. 2024, Lund University

  
• FRAM modelling for enhanced operational resilience in space mission toward autonomous operations

  Shota Iino; Hideki Nomoto; Takayuki Hirose; Yasutaka Michiura

  The 16th FRAMily Meeting/Workshop, 04 Jun. 2024, Lund University

  
• レジリエンスエンジニアリングの概要と機能共鳴分析手法（FRAM）の活用

  広瀬貴之

  安全工学シンポジウム2023, 23 Jun. 2023, 日本学術会議 総合工学委員会・機械工学委員会合同 工学システムに関する安全・安心・リスク検討分科会, Invited

  
• Revealing success factors of cooperative operations in space manned missions: crucial factors in Apollo missions

  Shota Iino; Hideki Nomoto; Takayuki Hirose; Yasutaka Michiura; Yumi Ohama; Maria Harigae

  The 15th FRAMily Meeting/Workshop, 22 Jun. 2023

  
• To Restrict or Tolerate Variety of Systems: Functional Analysis of Law of Requisite Variety Based on FRAM

  Takayuki Hirose; Hideki Nomoto; Yasutaka Michiura; Shota Iino

  The 15th FRAMily Meeting/Workshop, 22 Jun. 2023

  
• Explainable symptom detection in telemetry of ISS with FRAM, Random Forest and SpecTRM

  Shota Iino; Hideki Nomoto; Takayuki Hirose; Yasutaka Michiura

  The 14th FRAMily Meeting/Workshop, 17 Nov. 2022

  
• BayesianFRAM

  Hideki Nomoto; David Slater; Takayuki Hirose; Shota Iino

  The 14th FRAMily Meeting/Workshop, 17 Nov. 2022

  
• Functional Analysis of Safe-Ship Operations: Envisioning Success Factors of Great Captains

  Takayuki Hirose; Hideki Nomoto; Shota Iino; Yasutaka Michiura

  The 14th FRAMily Meeting/Workshop, 16 Nov. 2022

  
• Extended Functional Resonance Analysis Method model based on cellular automaton to clarify complexity of socio-technical systems and improve their safety

  Takayuki Hirose

  International Workshop on Industry 5.0 and Society 5.0 (IWIS2022), 14 Nov. 2022, Graduate School of Engineering, Kyoto University; School of Engineering Science, University of Skövde

  
• Simulation-Based System Improvement with Work Domain Functional Analysis: A Large-Size Product Manufacturing Case Study

  Enrique Ruiz Zúñiga; Takayuki Hirose; Hideki Nomoto; Tetsuo Sawaragi

  15th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems (IFAC HMS 2022), 14 Sep. 2022, IFAC, IFIP, IFORS, IEA

  
• Functional Analysis of Law of Requisite Variety: Envisioning How Systems Variety Affects Their Resilience Based on FRAM

  Takayuki Hirose; Hideki Nomoto; Yasutaka Michiura; Shota Iino

  15th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems (IFAC HMS 2022), 13 Sep. 2022, IFAC, IFIP, IFORS, IEA

  
• FRAMに基づく社会・技術システムの機能安全分析

  広瀬貴之

  第2回 AI/IoTシステム安全性シンポジウム, 12 Nov. 2020, AI/IoTシステム安全性シンポジウム実行委員会

  
• Design of Productive Socio-Technical Systems by Human-System Co-Creation for Super-Smart Society

  Tetsuo Sawaragi; Yukio Horiguchi; Takayuki Hirose

  21st IFAC World Congress (IFAC-V 2020), Jul. 2020, International Federation of Automatic Control (IFAC)

  
• Using Unstable for Stable: Examples to Validate Why Things Go Right

  広瀬貴之; 椹木哲夫

  AI/IoTシステムのための安全性シンポジウム, 26 Nov. 2019, 国立情報学研究所「高信頼な機械学習応用システムによる価値創造」プロジェクト

  
• Development of FRAM Model Based on Structure of Complex Adaptive Systems to Visualize Safety of Socio-Technical Systems

  Takayuki Hirose; Tetsuo Sawaragi

  14th IFAC/IFORS/IFIP/IEA Symposium on Analysis, Design and Evaluation of Human-Machine Systems (HMS 2019), Sep. 2019, IFAC, IFIP, IFORS, IEA

  
• FRAM and Complex Adaptive Systems: New Model to Simulate Complex Dynamics of Socio-Technical Systems

  Takayuki Hirose; Tetsuo Sawaragi

  The 13th FRAMily Meeting/Workshop, May 2019, Universidad de Málaga

  
• Building FRAM Model on the Basis of Complex Adaptive Systems

  Takayuki Hirose

  International Design Symposium in Kyoto 2019, 19 Mar. 2019, Kyoto University Design School

  
• 機能共鳴分析手法（FRAM）に基づく社会・技術システムの安全評価シミュレータの開発

  広瀬貴之; 椹木哲夫

  シンビオ社会研究会 平成30年度第2回研究談話会, 21 Dec. 2018, 特定非営利活動法人シンビオ社会研究会

  
• A Quantitative Approach of FRAM: How to Implement the Numerical Simulation

  広瀬貴之; 椹木哲夫

  IPA FRAM勉強会 2018, Nov. 2018

  
• レジリエントな社会・技術システムのデザインのための拡張型機能共鳴解析手法を用いた鉄鋼生産ラインのゆらぎ解析

  広瀬貴之; 椹木哲夫

  日本鉄鋼協会 第176回秋季講演大会, 21 Sep. 2018, 日本鉄鋼協会

  
• Numerical Safety Analysis of Complex Supply-Chain Systems Integrating Functional Resonance Analysis Method and Cellular Automaton

  Takayuki Hirose; Tetsuo Sawaragi; Yukio Horiguchi

  The 12th FRAMily Meeting/Workshop, Jun. 2018, Cardiff University

  
• Numerical Simulation of Complex Supply-Chain Systems with an Extended Model of Functional Resonance Analysis Method

  Takayuki Hirose; Tetsuo Sawaragi; Yukio Horiguchi

  Third International Workshop on Functional Modelling for Design and Operation of Engineering Systems, May 2018

  
• Numerical Analysis of Production Supply Chains Affected by Variabilities with Functional Resonance Analysis Method

  広瀬貴之; 岩見一樹; 椹木哲夫; 堀口由貴男

  The 62nd Annual Conference of the Institute of Systems, Control and Information Engineers (SCI'18), May 2018, システム制御情報学会

  
• Safety Analysis of Standard Operation Procedures Under the Influence of Variabilities

  Takayuki Hirose

  International Design Symposium in Kyoto 2019, 14 Mar. 2018, Kyoto University Design School

  
• 機能共鳴解析手法の拡張による社会・技術システムのレジリエンス強化のための安全解析

  広瀬貴之; 椹木哲夫; 堀口由貴男; 中西弘明

  第145回ヒューマンインタフェース学会研究会「産業安全のヒューマンファクターおよび一般」（SIG-MAS-05）, 16 Jun. 2017, ヒューマンインタフェース学会

  
• Analysis of Feasibility of Procedure Based on Fuzzy Reasoning for Functional Resonance Analysis Method

  広瀬貴之; 椹木哲夫; 堀口由貴男; 中西弘明

  第61回システム制御情報学会研究発表講演会（SCI'17）, May 2017, システム制御情報学会

  
• ファジィCREAMとFRAMの統合による操作手順脆弱性の系統的分析

  広瀬貴之; 椹木哲夫; 堀口由貴男

  日本知能情報ファジィ学会関西支部 第2回学生研究発表会, Oct. 2016, 日本知能情報ファジィ学会関西支部

  
• Safety Analysis of Aviation Flight-Deck Procedures Using Systemic Accident Model

  Takayuki Hirose; Tetsuo Sawaragi; Yukio Horiguchi

  The 13th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems (HMS 2016), Aug. 2016, IFAC, IFIP, IFORS, IEA

  

Education

Teaching subject(s)

• From 01 Apr. 2026, To 31 Mar. 2027

  Introduction to Computer Programming for Law Students

  7101, Fall, Faculty of Law, 2
• From 01 Apr. 2026, To 31 Mar. 2027

  Advanced Computer Programming for Law Students

  7102, Spring, Faculty of Law, 2
• From 01 Apr. 2025, To 31 Mar. 2026

  Introduction to Computer Programming for Law Students

  7101, Fall, Faculty of Law, 2

Academic, Social Contribution

Committee Memberships

• From Mar. 2021, To Jul. 2023

  Co-Chair, Aerospace Technology (SG10) Subgroup, Industry Group, 22nd IFAC World Congress (IFAC 2023)
• From May 2019, To Nov. 2022

  Organizing Committee, The 14th FRAMily Meeting/Workshop
• From May 2024, To Present

  プログラム委員, AI/IoTシステム安全性シンポジウム
• From Aug. 2023, To Present

  Vice-Chair of TC 4.1 on Human Macihne Systems, International Federation of Automatic Control
• From Apr. 2021, To Apr. 2024

  Editorial Board, Human Interface Society

Academic Contribution

• International Program Committee Vice-Chair, 16th IFAC Symposium on Analysis, Design and Evaluation of Human-Machine Systems (IFAC HMS 2025)

  Planning, management, etc.

  International Federation of Automatic Control (IFAC), Beijing, China, From 18 Nov. 2025, To 21 Nov. 2025

  
• Local Organising Committee Member, The 14th FRAMily Meeting/Workshop (FRAMily 2022)

  Planning, management, etc.

  Kyoto, Japan, From 15 Nov. 2022, To 17 Nov. 2022

  
• Student Session Organizer, International Design Symposium in Kyoto 2018

  Planning, management, etc.

  Kyoto University Design School, Kyoto University, Kyoto, Japan, From 14 Mar. 2018, To 14 Mar. 2018

  

Social Contribution

• わたしの仕事（46）有人宇宙システム株式会社（JAMSS）

  Contributor

  京機会（京都大学機械系同窓会）, 京機短信 No.393, pp.9-15, From 04 Jun. 2024

  
• The World of Control in Aerospace Technology

  Host, Planner

  IFAC，日本学術会議，自動制御協議会, IFAC2023 自動制御市民フォーラム, パシフィコ横浜 会議センター, From 09 Jul. 2023, To 09 Jul. 2023