Model predictive control of an automotive waste heat recovery system

被引:21
|
作者
Koppauer, H. [1 ]
Kemmetmueller, W. [1 ]
Kugi, A. [1 ]
机构
[1] TU Wien, Automat & Control Inst, Gusshausstr 27-29, A-1040 Vienna, Austria
关键词
Waste heat recovery; Organic Rankine Cycle; Nonlinear control; Model predictive control; Automotive systems; ORGANIC RANKINE-CYCLE; GAIN-SCHEDULED CONTROL; DIESEL-ENGINES; DUTY VEHICLES; DESIGN; ORC; PLANTS; POWER;
D O I
10.1016/j.conengprac.2018.09.005
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a model predictive control strategy for an Organic Rankine Cycle based waste heat recovery system. The control strategy uses a prediction model based on gain scheduling of local models, which results in a quadratic program to efficiently calculate the optimal control inputs. To ensure an optimal system operation, the reference values are obtained from a steady-state optimization. To capture a model-plant mismatch, the control concept features an EKF-based estimator of the model uncertainties. Simulations on a validated simulation model show that this control strategy can track the optimal reference very well, even for a large model-plant mismatch.
引用
收藏
页码:28 / 42
页数:15
相关论文
共 50 条
  • [1] Model Predictive Control of a Waste Heat Recovery System for Automotive Diesel Engines
    Feru, Emanuel
    Willems, Frank
    de Jager, Bram
    Steinbuch, Maarten
    [J]. 2014 18TH INTERNATIONAL CONFERENCE SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2014, : 658 - 663
  • [2] Nonlinear model predictive control of a waste heat recovery system for diesel engines
    Koppauer, Herwig
    Kemmetmueller, Wolfgang
    Kugi, Andreas
    [J]. AT-AUTOMATISIERUNGSTECHNIK, 2019, 67 (02) : 129 - 144
  • [3] Nonlinear model predictive control of organic Rankine cycles for automotive waste heat recovery: Is it worth the effort?
    Vaupel, Yannic
    Schulze, Jan C.
    Mhamdi, Adel
    Mitsos, Alexander
    [J]. JOURNAL OF PROCESS CONTROL, 2021, 99 : 19 - 27
  • [4] Model Predictive Control Based on the Dynamic PLS Approach to Waste Heat Recovery System
    Zhang, Jianhua
    Hu, Haopeng
    Pu, Jinzhu
    Hou, Guolian
    [J]. ADVANCED COMPUTATIONAL METHODS IN ENERGY, POWER, ELECTRIC VEHICLES, AND THEIR INTEGRATION, LSMS 2017, PT 3, 2017, 763 : 509 - 518
  • [5] Dynamic heat exchanger model for performance prediction and control system design of automotive waste heat recovery systems
    Horst, Tilmann Abbe
    Rottengruber, Hermann-Sebastian
    Seifert, Marco
    Ringler, Juergen
    [J]. APPLIED ENERGY, 2013, 105 : 293 - 303
  • [6] Model Predictive Control of Offshore Power Stations With Waste Heat Recovery
    Pierobon, Leonardo
    Chan, Richard
    Li, Xiangan
    Iyengar, Krishna
    Haglind, Fredrik
    Ydstie, Erik
    [J]. JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME, 2016, 138 (07):
  • [7] Exergy based model predictive control of an integrated dual fuel engine and a waste heat recovery system
    Reddy, C. R.
    Vinhaes, V. Bonfochi
    Naber, J. D.
    Robinett III, R. D.
    Shahbakhti, M.
    [J]. CONTROL ENGINEERING PRACTICE, 2023, 135
  • [8] NONLINEAR MODEL PREDICTIVE CONTROL STRATEGIES FOR A PARALLEL EVAPORATOR DIESEL ENGINE WASTE HEAT RECOVERY SYSTEM
    Yebi, Adamu
    Xu, Bin
    Liu, Xiaobing
    Shutty, John
    Anschel, Paul
    Onori, Simona
    Filipi, Zoran
    Hoffman, Mark
    [J]. PROCEEDINGS OF THE ASME 9TH ANNUAL DYNAMIC SYSTEMS AND CONTROL CONFERENCE, 2016, VOL 2, 2017,
  • [9] Temperature Control of Evaporators in Automotive Waste Heat Recovery Systems
    Oom, Michiel
    Feru, Emanuel
    de Jager, Bram
    de Lange, Rick
    Ouwerkerk, Henk
    [J]. 4TH INTERNATIONAL SEMINAR ON ORC POWER SYSTEMS, 2017, 129 : 794 - 801
  • [10] Constrained Predictive Control Based on State Space Model of Organic Rankine Cycle System for Waste Heat Recovery
    Zhang, Jianhua
    Zhou, Yeli
    Gao, Song
    Hou, Guolian
    [J]. PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 230 - 234