Research on stochastic game and optimization in complex microgrid control
A microgrid which integrated by a large scale of distributed generators,storage equipment and dynamic loads has stochastic characteristics in both the power generation and the demand-side.The purpose was to discuss various decision-making and optimal control approaches in the integrated energy micro...
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| Format: | Article |
| Language: | zho |
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POSTS&TELECOM PRESS Co., LTD
2020-09-01
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| Series: | 智能科学与技术学报 |
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| Online Access: | http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202027 |
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| _version_ | 1846171092618575872 |
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| author | Hong ZHOU Ruotian YAO Chang YU Zhongcheng LEI |
| author_facet | Hong ZHOU Ruotian YAO Chang YU Zhongcheng LEI |
| author_sort | Hong ZHOU |
| collection | DOAJ |
| description | A microgrid which integrated by a large scale of distributed generators,storage equipment and dynamic loads has stochastic characteristics in both the power generation and the demand-side.The purpose was to discuss various decision-making and optimal control approaches in the integrated energy microgrid based on a stochastic game.Firstly,the characteristic and architecture of the future complex microgrid were investigated.Secondly,the form and interact of the group game were explained in details,respectively.Then,the stochastic characteristics of different players and the topology that affecting the game on complex microgrids were presented.Finally,a stochastic game optimization approach and its control architecture was proposed.By discussing the key issues of microgrid synchronization,stability and game optimization in different perspectives,the new ideas for promoting clean energy consumption,supply-demand side interaction and maintaining the stability of power grids were provided. |
| format | Article |
| id | doaj-art-0b2923594f7249e6a14c97c6bae9ab0b |
| institution | Kabale University |
| issn | 2096-6652 |
| language | zho |
| publishDate | 2020-09-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 智能科学与技术学报 |
| spelling | doaj-art-0b2923594f7249e6a14c97c6bae9ab0b2024-11-11T06:52:01ZzhoPOSTS&TELECOM PRESS Co., LTD智能科学与技术学报2096-66522020-09-01225126059637961Research on stochastic game and optimization in complex microgrid controlHong ZHOURuotian YAOChang YUZhongcheng LEIA microgrid which integrated by a large scale of distributed generators,storage equipment and dynamic loads has stochastic characteristics in both the power generation and the demand-side.The purpose was to discuss various decision-making and optimal control approaches in the integrated energy microgrid based on a stochastic game.Firstly,the characteristic and architecture of the future complex microgrid were investigated.Secondly,the form and interact of the group game were explained in details,respectively.Then,the stochastic characteristics of different players and the topology that affecting the game on complex microgrids were presented.Finally,a stochastic game optimization approach and its control architecture was proposed.By discussing the key issues of microgrid synchronization,stability and game optimization in different perspectives,the new ideas for promoting clean energy consumption,supply-demand side interaction and maintaining the stability of power grids were provided.http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202027microgrid;complex network;game theory;optimal control |
| spellingShingle | Hong ZHOU Ruotian YAO Chang YU Zhongcheng LEI Research on stochastic game and optimization in complex microgrid control 智能科学与技术学报 microgrid;complex network;game theory;optimal control |
| title | Research on stochastic game and optimization in complex microgrid control |
| title_full | Research on stochastic game and optimization in complex microgrid control |
| title_fullStr | Research on stochastic game and optimization in complex microgrid control |
| title_full_unstemmed | Research on stochastic game and optimization in complex microgrid control |
| title_short | Research on stochastic game and optimization in complex microgrid control |
| title_sort | research on stochastic game and optimization in complex microgrid control |
| topic | microgrid;complex network;game theory;optimal control |
| url | http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202027 |
| work_keys_str_mv | AT hongzhou researchonstochasticgameandoptimizationincomplexmicrogridcontrol AT ruotianyao researchonstochasticgameandoptimizationincomplexmicrogridcontrol AT changyu researchonstochasticgameandoptimizationincomplexmicrogridcontrol AT zhongchenglei researchonstochasticgameandoptimizationincomplexmicrogridcontrol |