Dual-Layer Optimal Dispatching Strategy for Microgrid Energy Management Systems considering Demand Response
The continuous development of microgrid’s technology creates favorable conditions for the access of distributed energy. Firstly, in order to consider the interests of the demand side and the power side, this paper presents a dual-layer optimal dispatching model of microgrid based on demand response....
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Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2018/2695025 |
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doaj-c87f67ef991d4d55aeb7303fea8eac3c2020-11-24T23:40:06ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472018-01-01201810.1155/2018/26950252695025Dual-Layer Optimal Dispatching Strategy for Microgrid Energy Management Systems considering Demand ResponseTinglong Pan0Hui Liu1Dinghui Wu2Zeliang Hao3Engineering Research Center of Internet of Things Technology, Application Ministry of Education, Jiangnan University, Wuxi, Jiangsu 214122, ChinaEngineering Research Center of Internet of Things Technology, Application Ministry of Education, Jiangnan University, Wuxi, Jiangsu 214122, ChinaEngineering Research Center of Internet of Things Technology, Application Ministry of Education, Jiangnan University, Wuxi, Jiangsu 214122, ChinaEngineering Research Center of Internet of Things Technology, Application Ministry of Education, Jiangnan University, Wuxi, Jiangsu 214122, ChinaThe continuous development of microgrid’s technology creates favorable conditions for the access of distributed energy. Firstly, in order to consider the interests of the demand side and the power side, this paper presents a dual-layer optimal dispatching model of microgrid based on demand response. The objective of the first-layer optimization is to obtain the maximum load satisfaction and to optimize the load curve. The objective of the second-layer optimization is to make the microgrid system economical and environmentally friendly and to optimize the power utilization ratio. And a microsource control strategy based on the isolated microgrid is proposed, which can optimize the operation state of battery and improve the economy of the system. Finally, the Nondominated Sorting Genetic Algorithm-II (NSGA-II) is adopted to solve the optimal scheduling problem of the isolated microgrid. The simulation results indicate that the microsource scheduling strategy proposed in this paper can improve the operation economy and environmental conservation of the system. It can improve the reliability of microgrid power supply and reduce energy waste.http://dx.doi.org/10.1155/2018/2695025 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tinglong Pan Hui Liu Dinghui Wu Zeliang Hao |
spellingShingle |
Tinglong Pan Hui Liu Dinghui Wu Zeliang Hao Dual-Layer Optimal Dispatching Strategy for Microgrid Energy Management Systems considering Demand Response Mathematical Problems in Engineering |
author_facet |
Tinglong Pan Hui Liu Dinghui Wu Zeliang Hao |
author_sort |
Tinglong Pan |
title |
Dual-Layer Optimal Dispatching Strategy for Microgrid Energy Management Systems considering Demand Response |
title_short |
Dual-Layer Optimal Dispatching Strategy for Microgrid Energy Management Systems considering Demand Response |
title_full |
Dual-Layer Optimal Dispatching Strategy for Microgrid Energy Management Systems considering Demand Response |
title_fullStr |
Dual-Layer Optimal Dispatching Strategy for Microgrid Energy Management Systems considering Demand Response |
title_full_unstemmed |
Dual-Layer Optimal Dispatching Strategy for Microgrid Energy Management Systems considering Demand Response |
title_sort |
dual-layer optimal dispatching strategy for microgrid energy management systems considering demand response |
publisher |
Hindawi Limited |
series |
Mathematical Problems in Engineering |
issn |
1024-123X 1563-5147 |
publishDate |
2018-01-01 |
description |
The continuous development of microgrid’s technology creates favorable conditions for the access of distributed energy. Firstly, in order to consider the interests of the demand side and the power side, this paper presents a dual-layer optimal dispatching model of microgrid based on demand response. The objective of the first-layer optimization is to obtain the maximum load satisfaction and to optimize the load curve. The objective of the second-layer optimization is to make the microgrid system economical and environmentally friendly and to optimize the power utilization ratio. And a microsource control strategy based on the isolated microgrid is proposed, which can optimize the operation state of battery and improve the economy of the system. Finally, the Nondominated Sorting Genetic Algorithm-II (NSGA-II) is adopted to solve the optimal scheduling problem of the isolated microgrid. The simulation results indicate that the microsource scheduling strategy proposed in this paper can improve the operation economy and environmental conservation of the system. It can improve the reliability of microgrid power supply and reduce energy waste. |
url |
http://dx.doi.org/10.1155/2018/2695025 |
work_keys_str_mv |
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