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Efficiency Optmization of Automotive Engines by Dyanmical Control of Near Boudary

Research Project

Project/Area Number 26289132
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Control engineering/System engineering
Research InstitutionSophia University

Principal Investigator

SHEN Tielong  上智大学, 理工学部, 教授 (70245794)

Co-Investigator(Kenkyū-buntansha) 武藤 康彦  上智大学, 理工学部, 教授 (90146803)
鈴木 隆  上智大学, 理工学部, 教授 (20206494)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥15,730,000 (Direct Cost: ¥12,100,000、Indirect Cost: ¥3,630,000)
Fiscal Year 2016: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2015: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2014: ¥6,760,000 (Direct Cost: ¥5,200,000、Indirect Cost: ¥1,560,000)
Keywords制御理論 / エンジン / パワートレイン制御 / エンジン制御 / ECU制御アルゴリズム / 自動車エンジン制御 / 確率統計制御 / エンジンモデリング
Outline of Final Research Achievements

For combustion engines, efficiency of the energy transformation is strongly depending on the ignition-timing and the combustion profile in cylinder of engines. Recently, the progress of ECU enables us to improve the efficiency by real-time controlling the fuel injection, ignition-timing etc. However, these actuations are limited to a range and the most efficient set-point is near by the boundary. To avoid abnormal combustion, the actuations are normally pre-calibrated with sufficient margin. This research aimed at control methodology for efficiency maximization by dynamical control near by the boundary. First, the behavior of boundary is experimentally investigated. Then, from the view of system control, the existence of extreme is proven and design approaches to construct the control algorithm are developed using extremal learning and stochastic control theory. Furthermore, the proposed control design methods are validated based on gasoline engine test bench.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (60 results)

All 2017 2016 2015 2014

All Journal Article (31 results) (of which Int'l Joint Research: 11 results,  Peer Reviewed: 31 results,  Open Access: 1 results) Presentation (28 results) (of which Int'l Joint Research: 17 results,  Invited: 4 results) Book (1 results)

  • [Journal Article] Policy Iteration Approach to Control Residual Gas Fraction in IC Engines under the Framework of Stochastic Logical Dynamics2017

    • Author(s)
      Yuhu Wu, Tielong Shen
    • Journal Title

      EEE Transactions on Control Systems Technology

      Volume: 25 Issue: 3 Pages: 1100-1107

    • DOI

      10.1109/tcst.2016.2587247

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Adaptive idling control scheme and its experimental validation for gasoline engines2017

    • Author(s)
      Jiangyan Zhang, Jinwu Gao Tielong Shen
    • Journal Title

      Science China Information Sciences

      Volume: 60 Issue: 2 Pages: 202203-202203

    • DOI

      10.1007/s11432-016-0296-3

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Real-time Fuel Economy Optimization with Nonlinear MPC for PHEVs2016

    • Author(s)
      Jiangyan Zhang, Tielong Shen
    • Journal Title

      IEEE Transactions on Control Systems Technology

      Volume: 24 Issue: 6 Pages: 2167-2175

    • DOI

      10.1109/tcst.2016.2517130

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] stochastic logical system approach to model and optimal control of cyclic variation of residual gas fraction in combustion engine2016

    • Author(s)
      Yuhu Wu, Madan Kumar, and Tielong Shen
    • Journal Title

      Applied Thermal Engineering

      Volume: 93 Pages: 251-259

    • DOI

      10.1016/j.applthermaleng.2015.09.045

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Reach control problem for linear differential inclusion systems on simplices2016

    • Author(s)
      Yuhu Wu, and Tielong Shen
    • Journal Title

      IEEE Transactions on Automatic Control

      Volume: 61 Issue: 5 Pages: 1403-1408

    • DOI

      10.1109/tac.2015.2471715

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Cyclic model based generalized predictive control of air-fuel ratio for gasoline engines2016

    • Author(s)
      Madan Kumar, Tielong Shen
    • Journal Title

      Journal of Thermal Science and Technology

      Volume: 11 Issue: 1 Pages: JTST0009-JTST0009

    • DOI

      10.1299/jtst.2016jtst0009

    • NAID

      130005138236

    • ISSN
      1880-5566
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] D-optimization based model calibration for air mass flow in engines2016

    • Author(s)
      豊田充、申鉄龍
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 82 Issue: 839 Pages: 15-00688-15-00688

    • DOI

      10.1299/transjsme.15-00688

    • NAID

      130005166423

    • ISSN
      2187-9761
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Experimental Validation of a Likelihood-Based Stochastic Knock Controller2016

    • Author(s)
      Andreas Thomasson, Haoyun Shi, Tobias Lindell, Lars Eriksson, Tielong Shen, James C. Peyton Jones
    • Journal Title

      IEEE Transactions on Control Systems Technology

      Volume: 24 Issue: 4 Pages: 1407-1418

    • DOI

      10.1109/tcst.2015.2483566

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Receding horizon on-line optimization for torque control of gasoline engines2016

    • Author(s)
      Mingxin Kang, Tielong Shen
    • Journal Title

      ISA Transactions

      Volume: 65 Pages: 371-383

    • DOI

      10.1016/j.isatra.2016.06.012

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comparison Research of Hypothesis Test and Moving Average based Combustion Phase Controllers2016

    • Author(s)
      Jinwu Gao, Yuhu Wu, Tielong Shen
    • Journal Title

      ISA Transactions

      Volume: 65 Pages: 504-515

    • DOI

      10.1016/j.isatra.2016.09.003

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A statistical combustion phase control approach of SI engines2016

    • Author(s)
      Jinwu Gao, Yuhu Wu, Tielong Shen
    • Journal Title

      Mechanical Systems & Signal Processing

      Volume: 60 Pages: 218-235

    • DOI

      10.1016/j.ymssp.2016.08.007

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Cylinder Pressure Sensor Based Real-time Combustion Phase Control Approach for SI Engines2016

    • Author(s)
      Jinwu Gao, Tielong Shen
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 12 Issue: 2 Pages: 244-250

    • DOI

      10.1002/tee.22371

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Perodic time-varying observer-based learning control of A/F ratio in multi-cylinder IC engines2016

    • Author(s)
      Tomohiro Hara, Tielong Shen, Yasuhiko Mutoh, Yinhua Liu
    • Journal Title

      Recent Contributions in Intelligent Systems

      Volume: 1 Pages: 65-83

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive air-fuel ratio control scheme and its experimental validations for port-injected si engines2015

    • Author(s)
      Xiaohong Jiao, Jiangyan Zhang, Tielong Shen, Junichi Kako
    • Journal Title

      International Journal of Adaptive Control and Signal Processing

      Volume: 29-1 Issue: 1 Pages: 41-63

    • DOI

      10.1002/acs.2456

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Estimation and feedback control of air-fuel ratio for gasoline engines2015

    • Author(s)
      Madan Kumar, Tielong She
    • Journal Title

      Journal of Control Theory and Technology

      Volume: 13-2 Issue: 2 Pages: 151-159

    • DOI

      10.1007/s11768-015-4148-9

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] MPC-based Speed Tracking Control Design for Spark-Ignition Engines2015

    • Author(s)
      Kang, M., Tahir, F., Shen, T., and Otsuka, T.
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration

      Volume: Vol.8, No.3 Issue: 3 Pages: 201-208

    • DOI

      10.9746/jcmsi.8.201

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Design and validation of a model-based starting speed control scheme for spark ignition engine2015

    • Author(s)
      Jiangyan Zhang, Tielong Shen, Junichi Kako and Riccardo Marino
    • Journal Title

      Asian Journal of Control,

      Volume: 17-4 Issue: 4 Pages: 1255-1266

    • DOI

      10.1002/asjc.979

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Map-based power-split strategy design with predictive performance optimization for parallel hybrid electric vehicles2015

    • Author(s)
      Jixiang Fan, Jiangyan Zhang, Tielong Shen
    • Journal Title

      Energies

      Volume: 8 Issue: 9 Pages: 9946-9968

    • DOI

      10.3390/en8099946

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Transient Control of Gasoline Engines with C/GMRES2015

    • Author(s)
      Mingxin Kang, and Tielong Shen
    • Journal Title

      Proceedings of the 2015 European Control Conference

      Volume: 1 Pages: 1-6

    • DOI

      10.1109/ecc.2015.7330529

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive Time Delay Compensation for Air-Fuel Ratio Control of a Port Injection SI Engine2015

    • Author(s)
      C. Khajorntraidet, K. Ito and T. Shen
    • Journal Title

      Proceeding of the SICE Annual Conference 2015

      Volume: 1 Pages: 87-103

    • DOI

      10.1109/sice.2015.7285486

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Nonlinear adaptive idle speed control design for SI engines2015

    • Author(s)
      Jiangyan Zhang, Jinwu Gao and Tielong Shen
    • Journal Title

      Proceedings of SICE Annual Conference 2015

      Volume: 1 Pages: 1583-1586

    • DOI

      10.1109/sice.2015.7285450

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] bsolute stability of the axially moving Kirchhoff string with a sector boundary feedback control2014

    • Author(s)
      Yuhu Wu, Xiaoping Xue, and Tielong Shen
    • Journal Title

      Nonlinear Dynamics

      Volume: - Issue: 1-2 Pages: 1-10

    • DOI

      10.1007/s11071-014-1847-6

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stochastic adaptive air-fuel ratio control of spark ignition engines2014

    • Author(s)
      Jun Yang, Tielong Shen and Xiaohong Jiao
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 9 Pages: 442-447

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Model-based stochastic optimal air-fuel ratio control with residual gas fraction of spark ignition engines2014

    • Author(s)
      Jun Yang, Tielong Shen and Xiaohong Jiao
    • Journal Title

      IEEE Transactions on Control Systems Technology

      Volume: 22 Pages: 896-910

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Model predictive control of gasoline engines with nonlinear feedback linearized model2014

    • Author(s)
      Mingxin Kang and Tielong Shen
    • Journal Title

      Proceedings of the 18th International Conference on System Theory, Control and Computing

      Volume: 1 Pages: 369-374

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Continuation/GMRES method based nonlinear model predictive control for IC engines2014

    • Author(s)
      Mingxin Kang, Tielong Shen and Xiaohong Jiao
    • Journal Title

      Proceedings of the 19th World Congress of IFAC

      Volume: 1 Pages: 5697-5702

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Nonlinear model predictive torque control for IC engines,2014

    • Author(s)
      Mingxin Kang, and Tielong Shen
    • Journal Title

      Proceedings of the 11th World Congress on Intelligent Control and Automation

      Volume: 1 Pages: 804-809

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] エンジンの過渡応答とサイクリック遷移の制御2014

    • Author(s)
      申 鉄龍, Mingxin Kang, Madan Kumar
    • Journal Title

      計測と制御

      Volume: 53 Pages: 669-676

    • NAID

      130005626632

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ピーク圧力位置の分散境界を考慮した最尤推定法に基づくノック確率制御手法2014

    • Author(s)
      石 浩雲, 申 鉄龍
    • Journal Title

      自動車技術会論文集

      Volume: 45 Pages: 645-650

    • NAID

      130006319386

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An adaptive servo control strategy for automotive electronic throttle and experimental validation2014

    • Author(s)
      Xiaohong Jiao and Tielong Shen
    • Journal Title

      IEEE Transactions on Industrial Electronics

      Volume: 61 Pages: 6275-6284

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] SDP policy iteration-based energy management strategy using traffic information for commuter hybrid electric vehicles2014

    • Author(s)
      Xiaohong Jiao and Tielong Shen
    • Journal Title

      Energies

      Volume: 7 Pages: 4648-4675

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] ガソリンエンジン:モデルベースとモデルフリー制御事例2016

    • Author(s)
      申鉄龍
    • Organizer
      第27回内燃機関シンポジウム
    • Place of Presentation
      東京工業大学(東京・大岡山)
    • Year and Date
      2016-12-05
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Combustion Engine Control: Model-based and model-free Approaches2016

    • Author(s)
      Tielong Shen
    • Organizer
      Advanced Engine Control Symposium
    • Place of Presentation
      Tianjin(China)
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Extremum Seeking Approach based Spark Advance Control of Spark-ignited Gasoline Engines2016

    • Author(s)
      Yahui Zhang, Tielong Shen
    • Organizer
      SICE Annual Conference 2016
    • Place of Presentation
      Tsukuba(Japan)
    • Year and Date
      2016-09-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Nonlinear constrained torque control for gasoline engines2016

    • Author(s)
      Mingxin Kang, Mazen Alamir, Tielong Shen
    • Organizer
      The 10th IFAC Symposium on Nonlinear Control Systems
    • Place of Presentation
      Monterey(USA)
    • Year and Date
      2016-08-23
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Real-time Optimization and Control of Combustion Phase of SI Engines Using Statistical Analysis2016

    • Author(s)
      Jinwu Gao, Yuhu Wu, Tielong Shen
    • Organizer
      The 35th Chinese Control Conference
    • Place of Presentation
      Chengdu(China)
    • Year and Date
      2016-07-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Modeling and optimal control for torque tracking of spark-ignition engines with low pumping loss2016

    • Author(s)
      Mingxin Kang, and Tielong Shen
    • Organizer
      The 35th Chinese Control Conference
    • Place of Presentation
      Chengdu(China)
    • Year and Date
      2016-07-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stochastic Approximation for Combustion Phase Optimization of SI Gasoline Engines2016

    • Author(s)
      Yahui Zhang, Tielong Shen
    • Organizer
      European Control Conference
    • Place of Presentation
      Aalborg(Denmark)
    • Year and Date
      2016-06-29
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Model based Combustion Phase Optimization in SI Engines: Variational Analysis and Spark Advance Determination2016

    • Author(s)
      Yahui Zhang, Tielong Shen
    • Organizer
      the 8th IFAC International Symposium on Advances in Automotive Control
    • Place of Presentation
      Norrkoping(Sweden)
    • Year and Date
      2016-06-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Knock Limit Controller based on Exponential Moving Average of Knock Intensity2016

    • Author(s)
      Xun Shen, Tielong Shen
    • Organizer
      the 8th IFAC International Symposium on Advances in Automotive Control
    • Place of Presentation
      Norrkoping(Sweden)
    • Year and Date
      2016-06-19
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Model-based control of automotive engines2016

    • Author(s)
      Tielong Shen
    • Organizer
      The 12th Worldcongress on Intelligent Control and Automation
    • Place of Presentation
      Guilin(China)
    • Year and Date
      2016-06-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Cylinder Pressure-based NOx Measurement with Cycle-to-cycle Transient Model for Gasoline Engines2016

    • Author(s)
      Madan Kumar, Tielong Shen
    • Organizer
      The 12th IEEE International Conference on Control & Automation
    • Place of Presentation
      Kathmandu(Nepal)
    • Year and Date
      2016-06-01
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Feedback combustion control with CPS of SI Engines2015

    • Author(s)
      Jinwu Gao and Tielong Shen
    • Organizer
      2015 IEE-Japan Industry Applications Society Conference
    • Place of Presentation
      大分大学(大分・大分)
    • Year and Date
      2015-08-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Combustion phase control if SI engines using hypothesis test,2015

    • Author(s)
      Jinwu Gao, Yuhu Wu and Tielong Shen
    • Organizer
      The 4th IFAC Workshop on Engine and Powertrain Control, Simulation and Modeling
    • Place of Presentation
      Columbus(USA)
    • Year and Date
      2015-08-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improvement of Air Fuel Ratio Model using a Least Absolute Shrinkage and Selection Operator,2015

    • Author(s)
      C. Khajorntraidet, K. Ito and T. Shen
    • Organizer
      Proceeding of the MSAM 2015
    • Place of Presentation
      Phuket(Thailand)
    • Year and Date
      2015-08-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Applications of Real-time Optimization Algorithm in modeling and Control of Automotive Powertrains2015

    • Author(s)
      Tielong Shen
    • Organizer
      Control Science and Technology Frontier Forum
    • Place of Presentation
      Chanai(India)
    • Year and Date
      2015-05-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Optimal Torque-split map design with consideration of vehicle dynamics for HEVs2015

    • Author(s)
      Jiangyan Zhang, Jixiang Fan and Tielong Shen
    • Organizer
      2015 JSAE Annual Congress (Spring)
    • Place of Presentation
      パシフィコ横浜(神奈川・横浜)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Nonlinear model predictive control for engine torque tracking problem2015

    • Author(s)
      Mingxin Kang, and Tielong Shen
    • Organizer
      2015 JSAE Annual Conference(Spring)
    • Place of Presentation
      パシフィコ(神奈川・横浜)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 過渡モデル同定のためのリアルタイム最適化によるDoE-Identificationデュアル ループイタレーション設計手法2015

    • Author(s)
      豊田充, 申鉄龍, 鈴木邦彦, 奥田雄希
    • Organizer
      JSAE2015年春季大会学術講演会
    • Place of Presentation
      パシフィコ横浜(神奈川・横浜)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Nonlinear MPC-Based Equivalent Consumption Minimization Strategy for Power-Split Hybrid Electrical Vehicles2014

    • Author(s)
      Jiangyan Zhang and Tielong Shen
    • Organizer
      SICE Annual Conference 2014
    • Place of Presentation
      The Univetrsity of Hokkaido (Sapporo)
    • Year and Date
      2014-09-09 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Logical control approach to fuel efficiency optimization of automotive engines2014

    • Author(s)
      Mingxin Kang, Yuhu Wu and Tielong Shen
    • Organizer
      The SICE Annual Conferenc
    • Place of Presentation
      The University of Hokkaido(Sapporo)
    • Year and Date
      2014-09-09 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Cycle-to-cycle transient model of 4-stroke combustion engines2014

    • Author(s)
      Madan Kumar and Tielong Shen
    • Organizer
      SIMULTECH-2014
    • Place of Presentation
      Weinna(Austria)
    • Year and Date
      2014-08-28 – 2014-08-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] State-of-Charge Estimation of Super-capacitor Using Dual Extended Kalman filter2014

    • Author(s)
      Xun Shen, Tielong Shen, Xiaoming Zha and Kunihiko Hikiri
    • Organizer
      The 33rd Chinese Control Conference
    • Place of Presentation
      Nanjing(China)
    • Year and Date
      2014-07-28 – 2014-07-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Nonlinear MPC-based power management strategy for plug-in parallel hybrid electrical vehicles2014

    • Author(s)
      Jiangyan Zhang, Tielong Shen, Sawada Takanobu and Kubo Masaaki
    • Organizer
      The 33rd Chinese Control Conference,
    • Place of Presentation
      Nanjing(China)
    • Year and Date
      2014-07-28 – 2014-07-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Case study for stochastic systems: from Pontryagin to receding horizon optimal control2014

    • Author(s)
      Mitsuru Toyoda, Tielong Shen, Yasuhiko Mutoh and F. Koshino
    • Organizer
      The 33rd Chinese Control Conference
    • Place of Presentation
      Nanjing(China)
    • Year and Date
      2014-07-28 – 2014-07-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Nonlinear MPC-based power-assist scheme of internal combustion engines in plug-in hybrid electric vehicles2014

    • Author(s)
      Jiangyan Zhang and Tielong Shen
    • Organizer
      2014 European Control Conference
    • Place of Presentation
      Strasbourg(France)
    • Year and Date
      2014-06-24 – 2014-06-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] Policy iteration algorithm-based energy management with battery lifetime consideration for commute hybrid electric vehicles2014

    • Author(s)
      Xiaohong Jiao, Tielong Shen and Masakazu Sasaki
    • Organizer
      EVTeC & APE Japan 2014
    • Place of Presentation
      Hotel Pacific(Yokohama)
    • Year and Date
      2014-05-22 – 2014-05-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] MPCに基づくPHEVのためのリアルタイム燃費最適化2014

    • Author(s)
      張 江燕, 申 鉄龍
    • Organizer
      自動車技術会学術講演会春季大会,
    • Place of Presentation
      Yokohama(Hotel Pacific)
    • Year and Date
      2014-05-21 – 2014-05-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] 統計的トラフィック情報に基づくHEV燃料消費量の確率最適化手法2014

    • Author(s)
      焦 暁紅, 申 鉄龍
    • Organizer
      自動車技術会学術講演会春季大会
    • Place of Presentation
      Yokohama(Hote Pacific)
    • Year and Date
      2014-05-21 – 2014-05-23
    • Related Report
      2014 Annual Research Report
  • [Book] Transient Control of Gasoline Engines2016

    • Author(s)
      Tielong Shen, Jiangyan Zhang, Xiaohong Jiao, Mingxin Kang, Junichi Kako, Akira Ohata
    • Total Pages
      297
    • Publisher
      CRC Press
    • Related Report
      2016 Annual Research Report 2015 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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