Effect of model parameter errors in model predictive control applications

被引：0
|
作者：
Rojas, Diego [1 ]
Rivera, Marco [2 ]
Munoz, Javier [2 ]
Wheeler, Patrick [3 ]
Zanchetta, Pericle [3 ]
Mirzaeva, Galina [4 ]
机构：
[1] Univ Talca, Fac Ingn, Sistemas Ingn, Curico, Chile
[2] Univ Talca, Fac Ingn, Curico, Chile
[3] Univ Nottingham, Power Elect Machines & Control Grp, Nottingham, England
[4] Univ Newcastle, Sch Elect Engn & Comp, Newcastle, NSW, Australia
来源：
2021 IEEE CHILEAN CONFERENCE ON ELECTRICAL, ELECTRONICS ENGINEERING, INFORMATION AND COMMUNICATION TECHNOLOGIES (IEEE CHILECON 2021) | 2021年
关键词：
Model predictive control; Parameter error; RMS error; Total harmonic distortion (THD); Voltage source inverter;
D O I：
10.1109/CHILECON54041.2021.9702942
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
When implementing predictive control strategies for power electronic converters a good model of the system is needed because this model determines the quality of the resulting controller. In this paper a study of the model parameter error effects in predictive control applications is presented. The results show that by considering a short sampling time, there can be a significant impact if there are variations in the resistance and inductance values.
引用
收藏
页码：37 / 43
页数：7
相关论文
共 50 条
  • [1] Sensitivity Analysis to Model Parameter Errors of MPPT by Model Predictive Control for Photovoltaic Applications
    Metry, Morcos
    Shadmand, Mohammad B.
    Balog, Robert S.
    Abu Rub, Haitham
    [J]. 2015 FIRST WORKSHOP ON SMART GRID AND RENEWABLE ENERGY (SGRE), 2015,
  • [2] House thermal model parameter estimation method for Model Predictive Control applications
    van Leeuwen, R. P.
    de Wit, J. B.
    Fink, J.
    Smit, G. J. M.
    [J]. 2015 IEEE EINDHOVEN POWERTECH, 2015,
  • [3] Selection of control structure for distributed model predictive control in the presence of model errors
    Al-Gherwi, Walid
    Budman, Hector
    Elkamel, Ali
    [J]. JOURNAL OF PROCESS CONTROL, 2010, 20 (03) : 270 - 284
  • [4] Model Predictive Control for a Linear Parameter Varying Model of an UAV
    Luca Cavanini
    Gianluca Ippoliti
    Eduardo F. Camacho
    [J]. Journal of Intelligent & Robotic Systems, 2021, 101
  • [5] Model Predictive Control for a Linear Parameter Varying Model of an UAV
    Cavanini, Luca
    Ippoliti, Gianluca
    Camacho, Eduardo F.
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2021, 101 (03)
  • [6] Parameter Optimization of Model Predictive Control by PSO
    Suzuki, Ryohei
    Kawai, Fukiko
    Nakazawa, Chikashi
    Matsui, Tetsuro
    Aiyoshi, Eitaro
    [J]. ELECTRICAL ENGINEERING IN JAPAN, 2012, 178 (01) : 40 - 49
  • [7] Finite Control Set Model Predictive Control with Model Parameter Correction for Power Conversion System in Battery Energy Storage Applications
    Gao, Ning
    Chen, Xiaotao
    Wu, Weimin
    Li, Xiangkun
    Blaabjerg, Frede
    [J]. IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2020, 15 (07) : 1109 - 1120
  • [8] Parameter Design for Predictive Control with Adaptive Disturbance Model
    Wang, Wenbo
    Zhao, Jun
    Xu, Zuhua
    [J]. PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 4160 - 4165
  • [9] Parameter Optimization of Model Predictive Control Using PSO
    Susuki, Ryohei
    Kawai, Fukiko
    Nakazawa, Chikashi
    Matsui, Tetsuro
    Aiyoshi, Eitaro
    [J]. 2008 PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-7, 2008, : 1899 - +
  • [10] Choosing the Appropriate Forecasting Model for Predictive Parameter Control
    Aleti, Aldeida
    Moser, Irene
    Meedeniya, Indika
    Grunske, Lars
    [J]. EVOLUTIONARY COMPUTATION, 2014, 22 (02) : 319 - 349
12345