电力系统保护与控制
電力繫統保護與控製
전력계통보호여공제
POWER SYSTM PROTECTION AND CONTROL
2015年
8期
124-133
,共10页
刘振国%胡亚平%陈炯聪%余南华
劉振國%鬍亞平%陳炯聰%餘南華
류진국%호아평%진형총%여남화
微电网%双层优化%规划设计%NSGA-II%MILP
微電網%雙層優化%規劃設計%NSGA-II%MILP
미전망%쌍층우화%규화설계%NSGA-II%MILP
microgrid%two-stage optimization%planning and design%NSGA-II%MILP
规划设计是微电网系统核心技术体系之一。从分布式电源的综合优化(组合优化、容量优化)和分布式电源间的调度优化两个方面对其展开研究。根据分布式电源特性,提出了适用于并网型微电网系统和独立型微电网系统的双层优化规划设计模型。上层优化采用基于NSGA-II的多目标遗传算法计算系统最优配置;下层优化采用混合整数线性规划算法(MILP)计算系统最优运行方案。运用所建立模型,分别针对并网型和独立型微电网系统作了案例计算,验证了所提方法的正确性。
規劃設計是微電網繫統覈心技術體繫之一。從分佈式電源的綜閤優化(組閤優化、容量優化)和分佈式電源間的調度優化兩箇方麵對其展開研究。根據分佈式電源特性,提齣瞭適用于併網型微電網繫統和獨立型微電網繫統的雙層優化規劃設計模型。上層優化採用基于NSGA-II的多目標遺傳算法計算繫統最優配置;下層優化採用混閤整數線性規劃算法(MILP)計算繫統最優運行方案。運用所建立模型,分彆針對併網型和獨立型微電網繫統作瞭案例計算,驗證瞭所提方法的正確性。
규화설계시미전망계통핵심기술체계지일。종분포식전원적종합우화(조합우화、용량우화)화분포식전원간적조도우화량개방면대기전개연구。근거분포식전원특성,제출료괄용우병망형미전망계통화독립형미전망계통적쌍층우화규화설계모형。상층우화채용기우NSGA-II적다목표유전산법계산계통최우배치;하층우화채용혼합정수선성규화산법(MILP)계산계통최우운행방안。운용소건립모형,분별침대병망형화독립형미전망계통작료안례계산,험증료소제방법적정학성。
Planning and design for microgrid is one of the key technology. Comprehensive optimization (including combination optimization and capacity optimization) and dispatch optimization for distributed generations (DG) are studied. Based on the characteristics of DGs, a two-stage optimal planning and design model for microgrid is presented, which can apply to both stand-alone microgrid and grid-connected microgrid. For the first stage, multi-objective genetic algorithm based on non-dominated sorting genetic algorithm II (NSGA-II) is used to calculate the optimal system configuration, while the mixed integer linear programming (MILP) is used to deal with the dispatch optimization in the second stage. Using the presented model, a case study is made for stand-alone microgrid and grid-connected microgrid respectively, and the validity of the method is verified. This work is supported by National High-technology R & D Program of china (863 Program) (No. 2012AA050212).