Discrete-Time Optimal Control of Photovoltaic Grid-Connected Inverter Based on Particle Swarm Optimization

This paper is concerned with the problem of optimal control of photovoltaic grid-connected inverter. Firstly, the discrete-time nonlinear mathematical model of single-phase photovoltaic grid-connected inverter in the rotating coordinate system is constructed by the Delta operator, which simplifies t...

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Main Authors: Xinrui Liu, Guangru Zhang, Dongsheng Yang, Tongyu Shi, Xusheng He
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2014/249312
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spelling doaj-d3403daae950435ab1b27c560c354e9e2020-11-24T22:32:28ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472014-01-01201410.1155/2014/249312249312Discrete-Time Optimal Control of Photovoltaic Grid-Connected Inverter Based on Particle Swarm OptimizationXinrui Liu0Guangru Zhang1Dongsheng Yang2Tongyu Shi3Xusheng He4The College of Information Science and Engineering, Northeastern University, Shenyang 110819, ChinaThe College of Information Science and Engineering, Northeastern University, Shenyang 110819, ChinaThe College of Information Science and Engineering, Northeastern University, Shenyang 110819, ChinaThe College of Information Science and Engineering, Northeastern University, Shenyang 110819, ChinaState Grid Shenyang Electric Power Supply Company, Shenyang 110004, ChinaThis paper is concerned with the problem of optimal control of photovoltaic grid-connected inverter. Firstly, the discrete-time nonlinear mathematical model of single-phase photovoltaic grid-connected inverter in the rotating coordinate system is constructed by the Delta operator, which simplifies the control process and facilitates direct digital realization. Then, a novel optimal control method which is significant to achieve trajectory tracking for photovoltaic grid-connected inverter is developed by constructing a control Lyapunov functional against the difficulty of solving HJB (Hamilton-Jacobi-Bellman) partial differential equations. More importantly, the performance matrix of the controller which is very meaningful to many performance indicators of the system is also optimized via the particle swarm optimization. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed method.http://dx.doi.org/10.1155/2014/249312
collection DOAJ
language English
format Article
sources DOAJ
author Xinrui Liu
Guangru Zhang
Dongsheng Yang
Tongyu Shi
Xusheng He
spellingShingle Xinrui Liu
Guangru Zhang
Dongsheng Yang
Tongyu Shi
Xusheng He
Discrete-Time Optimal Control of Photovoltaic Grid-Connected Inverter Based on Particle Swarm Optimization
Mathematical Problems in Engineering
author_facet Xinrui Liu
Guangru Zhang
Dongsheng Yang
Tongyu Shi
Xusheng He
author_sort Xinrui Liu
title Discrete-Time Optimal Control of Photovoltaic Grid-Connected Inverter Based on Particle Swarm Optimization
title_short Discrete-Time Optimal Control of Photovoltaic Grid-Connected Inverter Based on Particle Swarm Optimization
title_full Discrete-Time Optimal Control of Photovoltaic Grid-Connected Inverter Based on Particle Swarm Optimization
title_fullStr Discrete-Time Optimal Control of Photovoltaic Grid-Connected Inverter Based on Particle Swarm Optimization
title_full_unstemmed Discrete-Time Optimal Control of Photovoltaic Grid-Connected Inverter Based on Particle Swarm Optimization
title_sort discrete-time optimal control of photovoltaic grid-connected inverter based on particle swarm optimization
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2014-01-01
description This paper is concerned with the problem of optimal control of photovoltaic grid-connected inverter. Firstly, the discrete-time nonlinear mathematical model of single-phase photovoltaic grid-connected inverter in the rotating coordinate system is constructed by the Delta operator, which simplifies the control process and facilitates direct digital realization. Then, a novel optimal control method which is significant to achieve trajectory tracking for photovoltaic grid-connected inverter is developed by constructing a control Lyapunov functional against the difficulty of solving HJB (Hamilton-Jacobi-Bellman) partial differential equations. More importantly, the performance matrix of the controller which is very meaningful to many performance indicators of the system is also optimized via the particle swarm optimization. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed method.
url http://dx.doi.org/10.1155/2014/249312
work_keys_str_mv AT xinruiliu discretetimeoptimalcontrolofphotovoltaicgridconnectedinverterbasedonparticleswarmoptimization
AT guangruzhang discretetimeoptimalcontrolofphotovoltaicgridconnectedinverterbasedonparticleswarmoptimization
AT dongshengyang discretetimeoptimalcontrolofphotovoltaicgridconnectedinverterbasedonparticleswarmoptimization
AT tongyushi discretetimeoptimalcontrolofphotovoltaicgridconnectedinverterbasedonparticleswarmoptimization
AT xushenghe discretetimeoptimalcontrolofphotovoltaicgridconnectedinverterbasedonparticleswarmoptimization
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