Hierarchical energy optimization management of active distribution network with multi-microgrid system

被引:46
|
作者
Sun Wenzhi [1 ,2 ]
Zhang, Huijuan [1 ,2 ]
Tseng, Ming-Lang [3 ,4 ,5 ]
Zhang Weipeng [6 ]
Li Xinyang [1 ]
机构
[1] Hebei Univ Technol, State Key Lab Reliabil & Intelligence Elect Equip, Tianjin, Peoples R China
[2] Hebei Univ Technol, Key Lab Electromagnet Field & Elect Apparat Relia, Tianjin, Peoples R China
[3] Asia Univ, Inst Innovat & Circular Econ, Taichung, Taiwan
[4] China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung, Taiwan
[5] Univ Kebangsaan Malaysia, Fac Econ & Management, Bangi, Malaysia
[6] Tianjin Chengxi Dist Power Supply Co, Tianjin, Peoples R China
关键词
Active distribution network; multi-microgrid; renewable energy; improved sparrow search algorithm; hierarchical energy optimization management; OPTIMAL OPERATION; ALGORITHM; INTERVAL; STRATEGY;
D O I
10.1080/21681015.2021.1972478
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A hierarchical energy optimization management model is established and a multi-microgrid operation strategy that mixes the battery and the power interaction designed to strengthen the system output capability. This study carries out dynamic optimization to achieve optimal economic benefits of active distribution network with multi-microgrid system. An improved sparrow search algorithm is developed to achieve an optimal energy configuration by integrating Bernoulli chaotic mapping, Levy flight, mutation, crossover and competition. The superiority of the improved sparrow search algorithm is demonstrated by the results of different test functions and evaluation indicators. The effectiveness of the proposed method is verified by solving and analyzing the optimal configuration of energy management model. Case study results reveal that the active distribution network with multi-microgrid system has good economic and environmental benefits under various scenarios. The methods proposed are of great significance for the economic operation and environmental protection of multi-microgrid active distribution network.
引用
收藏
页码:210 / 229
页数:20
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