电力科学与工程
電力科學與工程
전력과학여공정
Electric Power Science and Engineering
2015年
9期
72-78
,共7页
微网%经济调度%分时电价%二进制粒子群优化算法%鲶鱼效应
微網%經濟調度%分時電價%二進製粒子群優化算法%鯰魚效應
미망%경제조도%분시전개%이진제입자군우화산법%염어효응
microgrid%economic dispatch%time-of-use price%binary particle swarm optimization algorithm%cat-fish effect
微网的经济调度是微网的重点研究内容之一。为解决分时电价机制下微网的经济调度问题,提出一种基于鲶鱼二进制粒子群算法的微网经济调度方法。考虑了微网中可控型微电源的启停控制策略,建立了计及经济成本和环境效益的微网经济调度数学模型。引入经济学中的鲶鱼效应,改进二进制粒子群优化算法求解问题。以包含风、光、微型燃气轮机、燃料电池和柴油发电机的具体微网为算例,在分时电价机制下,采用三种微网经济调度策略进行仿真,仿真结果验证了所提算法求解微网经济调度问题的有效性。
微網的經濟調度是微網的重點研究內容之一。為解決分時電價機製下微網的經濟調度問題,提齣一種基于鯰魚二進製粒子群算法的微網經濟調度方法。攷慮瞭微網中可控型微電源的啟停控製策略,建立瞭計及經濟成本和環境效益的微網經濟調度數學模型。引入經濟學中的鯰魚效應,改進二進製粒子群優化算法求解問題。以包含風、光、微型燃氣輪機、燃料電池和柴油髮電機的具體微網為算例,在分時電價機製下,採用三種微網經濟調度策略進行倣真,倣真結果驗證瞭所提算法求解微網經濟調度問題的有效性。
미망적경제조도시미망적중점연구내용지일。위해결분시전개궤제하미망적경제조도문제,제출일충기우염어이진제입자군산법적미망경제조도방법。고필료미망중가공형미전원적계정공제책략,건립료계급경제성본화배경효익적미망경제조도수학모형。인입경제학중적염어효응,개진이진제입자군우화산법구해문제。이포함풍、광、미형연기륜궤、연료전지화시유발전궤적구체미망위산례,재분시전개궤제하,채용삼충미망경제조도책략진행방진,방진결과험증료소제산법구해미망경제조도문제적유효성。
Economic dispatch is one of the key research subjects of microgrid. In order to achieve the optimal dis?patch of microgrid under time?of?use ( TOU) price mechanism, an economic dispatch method for microgrid based on catfish binary particle swarm optimization ( CBPSO) algorithm is proposed. This paper, considering the start and stop control strategy of controllable microsources in microgrid, established an economic dispatch mathematical model which took into account the economic cost and environmental benefit of microgrid. Catfish effect which comes from economics was introduced into BPSO algorithm to solve the problem. Three operation strategies of microgrid were applied in the simulation example. Simulation results validated the effectiveness of the proposed algorithm.