Optimizing a Hybrid Diesel Power Unit Using Extremum-Seeking Control

被引:2
|
作者
Popp, Johannes [1 ]
Deutscher, Joachim [1 ]
机构
[1] Friedrich Alexander Univ Erlangen Nurnberg, Lehrstuhl Regelungstech, D-91058 Erlangen, Germany
关键词
Equality constraint; extremum-seeking (ES) control; hybrid power unit; real-time optimization; trajectory optimization; DISCRETE-TIME; STABILITY;
D O I
10.1109/TCST.2018.2848636
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the problem of optimizing the steady-state efficiency of a hybrid single-cylinder diesel power unit at a specified electrical output power level is investigated. The special characteristic of the proposed concept is that the high dynamic torque trajectory generated by the electric motor is used as an optimization variable and no modeling of the thermodynamic processes is necessary. The resulting problem corresponds to an equality-constrained optimal control problem that is solved by applying the discrete-time variant of extremum-seeking control together with a separate feedback controller. The stability of this extremum-seeking-based optimization scheme is comprehensively analyzed by using singular perturbation and averaging methods. Simulation results based on a mathematical model of the plant demonstrate the robustness and accuracy of the concept. Besides that, experimental results are presented that attest the need for a model-free optimization approach as well as the efficacy of the concept.
引用
收藏
页码:2068 / 2084
页数:17
相关论文
共 50 条
  • [21] Comparison of Extremum-seeking Control Techniques for MPPT in Wind Power Generation System
    Xiao, Yang
    Xue, Fei
    Shi, Ji-Ying
    INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENT ENGINEERING (ICEEE 2015), 2015, : 66 - 70
  • [22] Micro-algae productivity optimization using extremum-seeking control
    Dewasme, Laurent
    Letchindjio, Christian G. Feudjio
    Torres Zuniga, Ixbalank
    Wouwer, Alain Vande
    2017 25TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2017, : 672 - 677
  • [23] On-Line Optimization of Cone Crushers using Extremum-Seeking Control
    Atta, Khalid Tourkey
    Johansson, Andreas
    Gustafsson, Thomas
    2013 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA), 2013, : 1054 - 1060
  • [24] Design of Weigh Feeder Control System using Extremum-Seeking Method
    Araki, Nozomu
    Sato, Takao
    Kumamoto, Yasuaki
    Iwai, Yoji
    Konishi, Yasuo
    ASCC: 2009 7TH ASIAN CONTROL CONFERENCE, VOLS 1-3, 2009, : 250 - 255
  • [25] Extremum-Seeking Control with Anticipative Action of Microbial Fuel Cell's Power
    Kebir, Anouer
    Woodward, Lyne
    Akhrif, Ouassima
    2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2015, : 933 - 939
  • [26] On combining self-optimizing control and extremum-seeking control - Applied to an ammonia reactor case study
    Straus, Julian
    Krishnamoorthy, Dinesh
    Skogestad, Sigurd
    JOURNAL OF PROCESS CONTROL, 2019, 78 : 78 - 87
  • [27] A time-varying extremum-seeking control approach
    Guay, Martin
    Dochain, Denis
    AUTOMATICA, 2015, 51 : 356 - 363
  • [28] Advanced autopilot design with extremum-seeking control for aircraft control
    Baran, Haci
    Bayezit, Ismail
    OPEN ENGINEERING, 2024, 14 (01):
  • [29] Extremum-Seeking Control of a Mode-Locked Laser
    Brunton, Steven L.
    Fu, Xing
    Kutz, J. Nathan
    IEEE JOURNAL OF QUANTUM ELECTRONICS, 2013, 49 (10) : 852 - 861
  • [30] A time-varying extremum-seeking control approach
    Guay, M.
    Dhaliwal, S.
    Dochain, D.
    2013 AMERICAN CONTROL CONFERENCE (ACC), 2013, : 2643 - 2648