A Review on Model Predictive Control and its Applications in Power Electronics

被引:23
作者
Borreggine, Simone [1 ]
Monopoli, Vito Giuseppe [1 ]
Rizzello, Gianluca [2 ,3 ]
Naso, David [1 ]
Cupertino, Francesco [1 ]
Consoletti, Rinaldo [1 ]
机构
[1] Politecn Bari, Dept Elect & Informat Engn, Bari, Italy
[2] Saarland Univ, Dept Syst Engn, Saarbrucken, Germany
[3] Saarland Univ, Dept Mat Sci & Engn, Saarbrucken, Germany
来源
2019 AEIT INTERNATIONAL CONFERENCE OF ELECTRICAL AND ELECTRONIC TECHNOLOGIES FOR AUTOMOTIVE (AEIT AUTOMOTIVE) | 2019年
关键词
predictive control; power electronics; electric machines; powertrain; HEV; TORQUE CONTROL; SPEED;
D O I
10.23919/eeta.2019.8804594
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Model Predictive Control (MPC) has established itself as a reliable control strategy due to its flexibility and high performance. Although the first applications of MPC date back to the 80's, its use in the field of power electronic converters has grown significantly only in recent years. Within this field, the advantages introduced by MPC include inherently multivariable design, improved dynamic performance, and possibility of accounting for constraints on input and output variables. The aim of this work is to summarize and analyze several applications of MPC presented over last years in the field of power electronics. The main features of MPC are first discussed, with a focus on both Finite Control Set MPC and Explicit MPC methods. Then, a summary of different issues and corresponding solutions is reported, together with a list of applications and results obtained on different converters and loads controlled via MPC. Finally, motivations for MPC use in powertrain applications are discussed, and a brief summary of powertrain configurations and related issues are presented.
引用
收藏
页数:6
相关论文
共 38 条
[1]   Finite-Control-Set Model Predictive Control With Improved Steady-State Performance [J].
Aguilera, Ricardo P. ;
Lezana, Pablo ;
Quevedo, Daniel E. .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2013, 9 (02) :658-667
[2]  
[Anonymous], IEEE T IND ELECT
[3]   The explicit linear quadratic regulator for constrained systems [J].
Bemporad, A ;
Morari, M ;
Dua, V ;
Pistikopoulos, EN .
AUTOMATICA, 2002, 38 (01) :3-20
[4]  
Bemporad A, 1999, LECT NOTES CONTR INF, V245, P207
[5]   Design and Implementation of Model Predictive Control for Electrical Motor Drives [J].
Bolognani, Saverio ;
Bolognani, Silverio ;
Peretti, Luca ;
Zigliotto, Mauro .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (06) :1925-1936
[6]  
Chau K., 2014, EL COMM SYST ICECS 2, P1, DOI DOI 10.1002/9781118354179.AUT0049
[7]   Delay Compensation in Model Predictive Current Control of a Three-Phase Inverter [J].
Cortes, Patricio ;
Rodriguez, Jose ;
Silva, Cesar ;
Flores, Alexis .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (02) :1323-1325
[8]   Guidelines for Weighting Factors Design in Model Predictive Control of Power Converters and Drives [J].
Cortes, Patricio ;
Kouro, Samir ;
La Rocca, Bruno ;
Vargas, Rene ;
Rodriguez, Jose ;
Leon, Jose I. ;
Vazquez, Sergio ;
Franquelo, Leopoldo G. .
2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-3, 2009, :1477-1483
[9]  
Fuentes EJ, 2009, IEEE INT POWER ELEC, P874
[10]  
Fuentes EJ, 2009, 2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-3, P1408