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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Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2014/249312 |
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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 |
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