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...

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Main Authors: Longyun Kang, Jiancai Cheng, Bihua Hu, Xuan Luo, Jianbin Zhang
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/8/4/457
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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
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