中国电机工程学报
中國電機工程學報
중국전궤공정학보
ZHONGGUO DIANJI GONGCHENG XUEBAO
2014年
19期
3073-3079
,共7页
李鹏%徐伟娜%周泽远%李锐
李鵬%徐偉娜%週澤遠%李銳
리붕%서위나%주택원%리예
微网%优化运行%万有引力搜索算法%反向学习机制%精英策略
微網%優化運行%萬有引力搜索算法%反嚮學習機製%精英策略
미망%우화운행%만유인력수색산법%반향학습궤제%정영책략
microgrid%optimal operation%gravitational search algorithm%opposition-based learning mechanism%elite strategy
微网为分布式电源并网提供了有效的技术途径,微网的优化运行是微网领域的重要研究课题。综合考虑经济成本、环境效益和网损等多个运行指标对微网的优化运行进行数学建模;通过引入反向学习机制、精英策略和全局记忆性,提出基于改进万有引力搜索算法的微网优化运行方法,并将其应用于解决多目标多约束的微网优化运行问题;最后,通过算例验证了所提出的算法的正确性和可行性。
微網為分佈式電源併網提供瞭有效的技術途徑,微網的優化運行是微網領域的重要研究課題。綜閤攷慮經濟成本、環境效益和網損等多箇運行指標對微網的優化運行進行數學建模;通過引入反嚮學習機製、精英策略和全跼記憶性,提齣基于改進萬有引力搜索算法的微網優化運行方法,併將其應用于解決多目標多約束的微網優化運行問題;最後,通過算例驗證瞭所提齣的算法的正確性和可行性。
미망위분포식전원병망제공료유효적기술도경,미망적우화운행시미망영역적중요연구과제。종합고필경제성본、배경효익화망손등다개운행지표대미망적우화운행진행수학건모;통과인입반향학습궤제、정영책략화전국기억성,제출기우개진만유인력수색산법적미망우화운행방법,병장기응용우해결다목표다약속적미망우화운행문제;최후,통과산례험증료소제출적산법적정학성화가행성。
Microgrid provides an effective technical approach for distributed generation systems connected to the grid. The optimal operation is an important research topic in the field of microgrid. This paper established a mathematical model for the optimal operation of microgrid composed of several objective functions such as economic cost, environmental benefits and the network loss. And an improved gravitational search algorithm was proposed to settle this optimal problem by the introduction of opposition-based learning mechanism, elite strategy and global memory. Finally, the correctness and feasibility of the proposed method were verified through the simulation.