Observer-Based Load Frequency Control for Island Microgrid with Photovoltaic Power
As renewable energy is widely integrated into the power system, the stochastic and intermittent power generation from renewable energy may cause system frequency deviating from the prescribed level, especially for a microgrid. In this paper, the load frequency control (LFC) of an island microgrid wi...
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Series: | International Journal of Photoenergy |
Online Access: | http://dx.doi.org/10.1155/2017/2851436 |
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doaj-13606863a02c4c608eaa6d914c61055f2020-11-24T22:02:18ZengHindawi LimitedInternational Journal of Photoenergy1110-662X1687-529X2017-01-01201710.1155/2017/28514362851436Observer-Based Load Frequency Control for Island Microgrid with Photovoltaic PowerChaoxu Mu0Weiqiang Liu1Wei Xu2Md. Rabiul Islam3Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, ChinaTianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, ChinaState Key Laboratory of Advanced Electromagnetic Engineering and Technology, School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan 430074, ChinaDepartment of Electrical and Electronic Engineering, Rajshahi University of Engineering and Technology, Rajshahi 6204, BangladeshAs renewable energy is widely integrated into the power system, the stochastic and intermittent power generation from renewable energy may cause system frequency deviating from the prescribed level, especially for a microgrid. In this paper, the load frequency control (LFC) of an island microgrid with photovoltaic (PV) power and electric vehicles (EVs) is investigated, where the EVs can be treated as distributed energy storages. Considering the disturbances from load change and PV power, an observer-based integral sliding mode (OISM) controller is designed to regulate the frequency back to the prescribed value, where the neural network observer is used to online estimate the PV power. Simulation studies on a benchmark microgrid system are presented to illustrate the effectiveness of OISM controller, and comparative results also demonstrate that the proposed method has a superior performance for stabilizing the frequency over the PID control.http://dx.doi.org/10.1155/2017/2851436 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Chaoxu Mu Weiqiang Liu Wei Xu Md. Rabiul Islam |
spellingShingle |
Chaoxu Mu Weiqiang Liu Wei Xu Md. Rabiul Islam Observer-Based Load Frequency Control for Island Microgrid with Photovoltaic Power International Journal of Photoenergy |
author_facet |
Chaoxu Mu Weiqiang Liu Wei Xu Md. Rabiul Islam |
author_sort |
Chaoxu Mu |
title |
Observer-Based Load Frequency Control for Island Microgrid with Photovoltaic Power |
title_short |
Observer-Based Load Frequency Control for Island Microgrid with Photovoltaic Power |
title_full |
Observer-Based Load Frequency Control for Island Microgrid with Photovoltaic Power |
title_fullStr |
Observer-Based Load Frequency Control for Island Microgrid with Photovoltaic Power |
title_full_unstemmed |
Observer-Based Load Frequency Control for Island Microgrid with Photovoltaic Power |
title_sort |
observer-based load frequency control for island microgrid with photovoltaic power |
publisher |
Hindawi Limited |
series |
International Journal of Photoenergy |
issn |
1110-662X 1687-529X |
publishDate |
2017-01-01 |
description |
As renewable energy is widely integrated into the power system, the stochastic and intermittent power generation from renewable energy may cause system frequency deviating from the prescribed level, especially for a microgrid. In this paper, the load frequency control (LFC) of an island microgrid with photovoltaic (PV) power and electric vehicles (EVs) is investigated, where the EVs can be treated as distributed energy storages. Considering the disturbances from load change and PV power, an observer-based integral sliding mode (OISM) controller is designed to regulate the frequency back to the prescribed value, where the neural network observer is used to online estimate the PV power. Simulation studies on a benchmark microgrid system are presented to illustrate the effectiveness of OISM controller, and comparative results also demonstrate that the proposed method has a superior performance for stabilizing the frequency over the PID control. |
url |
http://dx.doi.org/10.1155/2017/2851436 |
work_keys_str_mv |
AT chaoxumu observerbasedloadfrequencycontrolforislandmicrogridwithphotovoltaicpower AT weiqiangliu observerbasedloadfrequencycontrolforislandmicrogridwithphotovoltaicpower AT weixu observerbasedloadfrequencycontrolforislandmicrogridwithphotovoltaicpower AT mdrabiulislam observerbasedloadfrequencycontrolforislandmicrogridwithphotovoltaicpower |
_version_ |
1725836609649115136 |