DocumentCode
1759452
Title
Low Complexity Model Predictive Control—Single Vector-Based Approach
Author
Yongchang Zhang ; Wei Xie
Author_Institution
Power Electron. & Motor Drives Eng. Res. Center of Beijing, North China Univ. of Technol., Beijing, China
Volume
29
Issue
10
fYear
2014
fDate
Oct. 2014
Firstpage
5532
Lastpage
5541
Abstract
Finite control set model predictive control (FCS-MPC) is emerging as a powerful control scheme in the control of power converters, because it takes the discrete nature of power converters into account and offers a flexible way to consider various constraints. However, conventional FCS-MPC requires to evaluate a cost function for each discrete switching states, which poses high computational burden. This paper proposes a low-complexity MPC (LC-MPC), which only requires one prediction to find the best voltage vector. The principle of LC-MPC is inherited from prior direct current control (DCC), but has been generalized by identifying its advantages, limitations, and potential application areas. Furthermore, the relationship between LC-MPC and FCS-MPC is studied and it is found that in some cases, the LC-MPC is completely equivalent to FCS-MPC. This paper presents the application example of LC-MPC in power control of three-phase ac/dc converter. To make it a success, the negative conjugate of complex power in synchronous frame is selected as the control variable. Detailed principle of vector selection is introduced and the reason for requiring only one prediction in the proposed LC-MPC is strictly proven using mathematical tools. The proposed LC-MPC is compared with conventional FCS-MPC and its effectiveness is verified by both simulation and experimental results from a two-level ac/dc converter.
Keywords
AC-DC power convertors; power control; predictive control; FCS-MPC; LC-MPC; finite control set model predictive control; low complexity model predictive control; low-complexity MPC; power control; single vector-based approach; three-phase ac/dc converter; vector selection; Cost function; DC-DC power converters; Mathematical model; Power control; Reactive power; Vectors; Voltage control; AC/DC converter; low complexity; model predictive control (MPC); power control;
fLanguage
English
Journal_Title
Power Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0885-8993
Type
jour
DOI
10.1109/TPEL.2013.2291005
Filename
6665022
Link To Document