A Simplified Optimal-Switching-Sequence MPC with Finite-Control-Set Moving Horizon Optimization for Grid-Connected Inverter
Optimal-switching-sequence model-predictive-control (OSS-MPC) strategy, a popular kind of continuous-control-set MPC (CCS-MPC), has been used to address the variable frequency of finite-control-set MPC (FCS-MPC). Since the digital signal processor (DSP) does not have a dedicated divider, it requires...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2019-04-01
|
Series: | Electronics |
Subjects: | |
Online Access: | https://www.mdpi.com/2079-9292/8/4/457 |
id |
doaj-8cfa6f5735624455bf2a657d7aadbf66 |
---|---|
record_format |
Article |
spelling |
doaj-8cfa6f5735624455bf2a657d7aadbf662020-11-24T21:44:53ZengMDPI AGElectronics2079-92922019-04-018445710.3390/electronics8040457electronics8040457A Simplified Optimal-Switching-Sequence MPC with Finite-Control-Set Moving Horizon Optimization for Grid-Connected InverterLongyun Kang0Jiancai Cheng1Bihua Hu2Xuan Luo3Jianbin Zhang4New Energy Research Center, School of Electric Power, South China University of Technology, Guangzhou 510640, ChinaNew Energy Research Center, School of Electric Power, South China University of Technology, Guangzhou 510640, ChinaNew Energy Research Center, School of Electric Power, South China University of Technology, Guangzhou 510640, ChinaNew Energy Research Center, School of Electric Power, South China University of Technology, Guangzhou 510640, ChinaNew Energy Research Center, School of Electric Power, South China University of Technology, Guangzhou 510640, ChinaOptimal-switching-sequence model-predictive-control (OSS-MPC) strategy, a popular kind of continuous-control-set MPC (CCS-MPC), has been used to address the variable frequency of finite-control-set MPC (FCS-MPC). Since the digital signal processor (DSP) does not have a dedicated divider, it requires a large amount of computation for the division operations in OSS searching. Here, a simplified OSS-MPC absorbing the merits of FCS-MPC is proposed to reduce the computational burden of conventional OSS-MPC. The proposed method uses a novel cost function whose candidates are the finite center vectors instead of switching sequences, which can avoid duty cycle computation and convert the moving horizon optimization of CCS-MPC into that of FCS-MPC. Besides, the derivatives of the active and reactive powers are divided into the constant terms and variable terms. The constant terms are extracted from the cost function. Experimental and simulation results show that the computational amount of the proposed algorithm is only 36.34% of that of the conventional OSS-MPC. Meanwhile, the simplified OSS-MPC still maintains the excellent dynamic and steady state performance of conventional OSS-MPC.https://www.mdpi.com/2079-9292/8/4/457grid-connected invertermodel predictive controlcost functioncomplexity optimization |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Longyun Kang Jiancai Cheng Bihua Hu Xuan Luo Jianbin Zhang |
spellingShingle |
Longyun Kang Jiancai Cheng Bihua Hu Xuan Luo Jianbin Zhang A Simplified Optimal-Switching-Sequence MPC with Finite-Control-Set Moving Horizon Optimization for Grid-Connected Inverter Electronics grid-connected inverter model predictive control cost function complexity optimization |
author_facet |
Longyun Kang Jiancai Cheng Bihua Hu Xuan Luo Jianbin Zhang |
author_sort |
Longyun Kang |
title |
A Simplified Optimal-Switching-Sequence MPC with Finite-Control-Set Moving Horizon Optimization for Grid-Connected Inverter |
title_short |
A Simplified Optimal-Switching-Sequence MPC with Finite-Control-Set Moving Horizon Optimization for Grid-Connected Inverter |
title_full |
A Simplified Optimal-Switching-Sequence MPC with Finite-Control-Set Moving Horizon Optimization for Grid-Connected Inverter |
title_fullStr |
A Simplified Optimal-Switching-Sequence MPC with Finite-Control-Set Moving Horizon Optimization for Grid-Connected Inverter |
title_full_unstemmed |
A Simplified Optimal-Switching-Sequence MPC with Finite-Control-Set Moving Horizon Optimization for Grid-Connected Inverter |
title_sort |
simplified optimal-switching-sequence mpc with finite-control-set moving horizon optimization for grid-connected inverter |
publisher |
MDPI AG |
series |
Electronics |
issn |
2079-9292 |
publishDate |
2019-04-01 |
description |
Optimal-switching-sequence model-predictive-control (OSS-MPC) strategy, a popular kind of continuous-control-set MPC (CCS-MPC), has been used to address the variable frequency of finite-control-set MPC (FCS-MPC). Since the digital signal processor (DSP) does not have a dedicated divider, it requires a large amount of computation for the division operations in OSS searching. Here, a simplified OSS-MPC absorbing the merits of FCS-MPC is proposed to reduce the computational burden of conventional OSS-MPC. The proposed method uses a novel cost function whose candidates are the finite center vectors instead of switching sequences, which can avoid duty cycle computation and convert the moving horizon optimization of CCS-MPC into that of FCS-MPC. Besides, the derivatives of the active and reactive powers are divided into the constant terms and variable terms. The constant terms are extracted from the cost function. Experimental and simulation results show that the computational amount of the proposed algorithm is only 36.34% of that of the conventional OSS-MPC. Meanwhile, the simplified OSS-MPC still maintains the excellent dynamic and steady state performance of conventional OSS-MPC. |
topic |
grid-connected inverter model predictive control cost function complexity optimization |
url |
https://www.mdpi.com/2079-9292/8/4/457 |
work_keys_str_mv |
AT longyunkang asimplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter AT jiancaicheng asimplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter AT bihuahu asimplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter AT xuanluo asimplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter AT jianbinzhang asimplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter AT longyunkang simplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter AT jiancaicheng simplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter AT bihuahu simplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter AT xuanluo simplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter AT jianbinzhang simplifiedoptimalswitchingsequencempcwithfinitecontrolsetmovinghorizonoptimizationforgridconnectedinverter |
_version_ |
1725908170219454464 |