Yuno Tsuyoshi

Affiliation and department：
Homepage URL (2)： http://cig.ees.kyushu-u.ac.jp/~yuno/indexjp.html , http://cig.ees.kyushu-u.ac.jp/~yuno/index.html

Research field (3)： Control and systems engineering , Applied mathematics and statistics , Intelligent informatics

Research keywords (9)： Control theory , Control applications , Nonlinear systems , Algebraic methods , Nonlinear model predictive control , Automotive control , Automated driving , Mechatronic systems , Neural networks

Research theme for competitive and other funds (6)：

2024 - 2024 Speeding up of symbolic computation and its application to solving industrial problems 2
2023 - 2023 Speeding Up of Symbolic Computation and Its Application to Solving Industrial Problems
2021 - 2023 真なる省燃費自動運転を実現するモデル予測制御の定式化
2015 - 2020 Development of Complex System Control by Real-Time Optimization and Algebraic Methods and its Applications to Various Fields
2016 - 2018 Development of a controller design method under inequality constraints

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Papers (10)：

Tsuyoshi Yuno, Kazuma Fukuchi, Yoshio Ebihara. A Lyapunov-based Method of Reducing Activation Functions of Recurrent Neural Networks for Stability Analysis. IEEE Control Systems Letters. 2024
Tsuyoshi Yuno, Wenjing Cao, Koki Yasuda, Yangfan Dai, Takanobu Sawada, Taketoshi Kawabe. Nonlinear model-predictive driving control of ICE vehicles equipped with CVTs via relaxation of switching behaviours. SICE Journal of Control, Measurement, and System Integration. 2023. 16. 1. 387-399
Shinsaku Yoshinaka, Satoru Narisawa, Tsuyoshi Yuno, Wenjing Cao, Masakazu Mukai, Taketoshi Kawabe. Model predictive eco-driving control of internal-combustion-engine vehicles equipped with CVTs in car-following scenarios. SICE Journal of Control, Measurement, and System Integration. 2023. 16. 1. 109-116
W. Cao, T. Yuno, T. Kawabe. Pulse and glide strategy analysis based on engine operating point during pulse mode. European Journal of Control. 2022. 65. 100629
Wenjing Cao, Taketoshi Kawabe, Tsuyoshi Yuno, Xiaoliang Huang. Fuel consumption reduction effect of pre-acceleration before gliding of a vehicle with free-wheeling. Control Theory and Technology. 2022. 20. 2. 235-247

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Lectures and oral presentations (74)：

Local Lipschitz Constant Computation of ReLU-FNNs: Upper Bound Computation with Exactness Verification
(European Control Conference 2024)
再帰型ニューラルネットワークの安定性解析を目的としたリアプノフ安定論に基づくモデル縮約
(第11回計測自動制御学会制御部門マルチシンポジウム 2024)
二次制約と共正値マルチプライアを用いたセクタ型非線形作用素を有するダイナミカルシステムの性能解析
(第66回自動制御連合講演会 2023)
Advancing Energy Management Strategy based on MPC that optimizes the ignition timing of the engine and operating point of the powertrain of Series Hybrid Electric Vehicle
(2023)
再帰型ニューラルネットワークのモデル縮約に関する一考察
(第66回自動制御連合講演会 2023)

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Education (3)：

2010 - 2015 Osaka University Graduate School of Engineering Science
2008 - 2010 Kumamoto University Faculty of Engineering Department of Mechanical System Engineering
2003 - 2008 Yatsushiro National College of Technology

Professional career (1)：

Ph.D. (in Engineering) (Osaka University)

Work history (2)：

2015/04 - 現在 Kyushu University Faculty of Information Science and Electrical Engineering Department of Electrical Engineering Assistant Professor
2014/04 - 2015/03 Japan Society for the Promotion of Science Research Fellow (DC2)

Committee career (6)：

2021/01 - 2022/12 Kyushu Branch of the Society of Instrument and Control Engineers treasurer
2019/01 - 2021/12 計測自動制御学会制御部門真なるダイナミクスの追求による次世代システム制御理論調査研究委員会委員
2020/09 - International Federation of Automatic Control Member of IFAC Technical Committee 7.4 Transportation Systems
2019/01 - 2019/12 計測自動制御学会制御部門制御理論部会幹事
2018/01 - 2018/12 計測自動制御学会制御部門制御理論部会委員

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Association Membership(s) (4)：

Society of Automotive Engineers of Japan , IEEE Control Systems Society , Society of Instrument and Control Engineers , IEEE

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