Power Capacity Optimization in a Photovoltaics-Based Microgrid Using the Improved Artificial Bee Colony Algorithm

doi:10.3390/app10092990

CORC > 兰州理工大学 > 兰州理工大学 > 土木工程学院

	Power Capacity Optimization in a Photovoltaics-Based Microgrid Using the Improved Artificial Bee Colony Algorithm
	Zhang, Huijuan 1; Xie, Zi 1; Lin, Hsiung-Cheng 2; Li, Shaoyong 3
刊名	APPLIED SCIENCES-BASEL
	2020-05-01
卷号	10 期号:9
关键词	CCHP AHP whale search IABC
DOI	10.3390/app10092990
英文摘要	Although the combined cooling, heating and power (CCHP) microgrid is feasible for achieving a high energy utilization efficiency, the fluctuation of energy sources, such as a photovoltaic system and multiple loads, may affect the safety, economics and stability in CCHP microgrid operation. For this reason, this paper establishes a mathematical model using a multi-objective optimization mechanism for resolving the influence of economy and energy allocation in the mixed photovoltaic type CCHP microgrid. It is based on analytic hierarchy process (AHP) to determine the individual weight of objective function optimization for the multi-objective power capacity allocation. The improved artificial bee colony (IABC) based on the whale search and dynamic selection probability can achieve an optimization solution, reaching a stable operation state and reasonable capacity configuration in the microgrid system. The performance results confirm that the proposed algorithm is superior to others in both convergence speed and accuracyfor the capacity allocation of the CCHP microgrid.
WOS研究方向	Chemistry ; Engineering ; Materials Science ; Physics
语种	英语
出版者	MDPI
WOS记录号	WOS:000535541900003
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/155201]
专题	土木工程学院
作者单位	1.Hebei Univ Technol, State Key Lab Reliabil & Intelligence Elect Equip, Tianjin 300130, Peoples R China; 2.Natl Chin Yi Univ Technol, Dept Elect Engn, Taichung 41170, Taiwan; 3.Lanzhou Univ Technol, Sch Civil Engn, Lanzhou 730050, Peoples R China
推荐引用方式 GB/T 7714	Zhang, Huijuan,Xie, Zi,Lin, Hsiung-Cheng,et al. Power Capacity Optimization in a Photovoltaics-Based Microgrid Using the Improved Artificial Bee Colony Algorithm[J]. APPLIED SCIENCES-BASEL,2020,10(9).
APA	Zhang, Huijuan,Xie, Zi,Lin, Hsiung-Cheng,&Li, Shaoyong.(2020).Power Capacity Optimization in a Photovoltaics-Based Microgrid Using the Improved Artificial Bee Colony Algorithm.APPLIED SCIENCES-BASEL,10(9).
MLA	Zhang, Huijuan,et al."Power Capacity Optimization in a Photovoltaics-Based Microgrid Using the Improved Artificial Bee Colony Algorithm".APPLIED SCIENCES-BASEL 10.9(2020).