Optimal planning and operation of dispatchable active power resources for islanded multi-microgrids under decentralised collaborative dispatch framework

被引:26
|
作者
Liu, Zehuai [1 ]
Yi, Yingqi [1 ]
Yang, Jiahao [2 ]
Tang, Wenhu [1 ]
Zhang, Yongjun [1 ]
Xie, Xiaoyu [1 ]
Ji, Tianyao [1 ]
机构
[1] South China Univ Technol, Sch Elect Power, Res Ctr Smart Energy Technol, Guangzhou, Peoples R China
[2] Xiamen Univ, Tan Kah Kee Coll, Sch Mech & Elect Engn, Zhangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
multi-agent systems; power generation dispatch; distributed power generation; genetic algorithms; power generation planning; power engineering computing; decentralised collaborative dispatch framework; IMMG; dispatch frameworks; real-time dispatch requirement; multiagent consensus algorithm; total power command; dispatchable units; priority-based collaborative dispatch strategy; dispatchable active power resources; optimal planning; dispatch model; islanded multimicrogrids; bilevel model; DAPR configuration optimisation; multiple population genetic algorithm; CONSENSUS ALGORITHM; ENERGY MANAGEMENT; OPTIMIZATION; COORDINATION; BATTERY; NETWORK; STORAGE; COST;
D O I
10.1049/iet-gtd.2019.0796
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As an islanded multi-microgrid (IMMG) receives little support from the main network, it is necessary to develop new dispatch frameworks to fulfil its real-time dispatch requirement. Hence, a decentralised collaborative dispatch framework of IMMG based on multi-agent consensus algorithm is proposed. In the framework, the ttal power command of IMMG can be optimally allocated among all the microgrids (MGs) based on consensus algorithm. Then the power command of each MG can be efficiently allocated among all the dispatchable units based on the proposed priority-based collaborative dispatch strategy. Based on the decentralised collaborative dispatch framework, in order to optimise the planning and operation of dispatchable active power resources (DAPRs), on one hand, a bi-level model that couples the planning and operation problems of an IMMG is established to optimise the configuration of DAPR; on the other hand, more detailed models are proposed for the regulation costs of various dispatchable units, which is an improvement over the existing regulation cost model. By considering the two aspects, the consensus algorithm is embedded in multiple population genetic algorithm to solve the bi-level model. Case studies are conducted on an IMMG consisting of three MGs to examine the effectiveness of the proposed planning and dispatch model.
引用
收藏
页码:408 / 422
页数:15
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