中国电机工程学报
中國電機工程學報
중국전궤공정학보
ZHONGGUO DIANJI GONGCHENG XUEBAO
2015年
9期
2120-2127
,共8页
韩杏宁%黎嘉明%劲宇%艾小猛%黎静华%罗卫华
韓杏寧%黎嘉明%勁宇%艾小猛%黎靜華%囉衛華
한행저%려가명%경우%애소맹%려정화%라위화
储能%鲁棒线性优化%风电%不确定性
儲能%魯棒線性優化%風電%不確定性
저능%로봉선성우화%풍전%불학정성
energy storage%robust linear optimization%wind energy%uncertainty
提出一种含多风电场的电力系统储能鲁棒优化配置模型,最优解为满足风电功率全部接纳要求的储能装置最小功率容量和最优布点方案。模型考虑系统网架结构的输电能力限制,并引入功率平衡线性分配策略优化分配系统内可调机组和储能装置应对风电功率波动的能力,以充分利用常规机组的调节能力。采用风电功率均值和波动区间上下限描述风电功率的随机性,应用鲁棒线性优化方法将不确定性模型转化为确定性模型进行求解,避免了建模和求解过程中对随机变量概率分布函数的依赖性。仿真分析结果验证了所提出模型和算法的有效性。
提齣一種含多風電場的電力繫統儲能魯棒優化配置模型,最優解為滿足風電功率全部接納要求的儲能裝置最小功率容量和最優佈點方案。模型攷慮繫統網架結構的輸電能力限製,併引入功率平衡線性分配策略優化分配繫統內可調機組和儲能裝置應對風電功率波動的能力,以充分利用常規機組的調節能力。採用風電功率均值和波動區間上下限描述風電功率的隨機性,應用魯棒線性優化方法將不確定性模型轉化為確定性模型進行求解,避免瞭建模和求解過程中對隨機變量概率分佈函數的依賴性。倣真分析結果驗證瞭所提齣模型和算法的有效性。
제출일충함다풍전장적전력계통저능로봉우화배치모형,최우해위만족풍전공솔전부접납요구적저능장치최소공솔용량화최우포점방안。모형고필계통망가결구적수전능력한제,병인입공솔평형선성분배책략우화분배계통내가조궤조화저능장치응대풍전공솔파동적능력,이충분이용상규궤조적조절능력。채용풍전공솔균치화파동구간상하한묘술풍전공솔적수궤성,응용로봉선성우화방법장불학정성모형전화위학정성모형진행구해,피면료건모화구해과정중대수궤변량개솔분포함수적의뢰성。방진분석결과험증료소제출모형화산법적유효성。
ABSTRACT:The capacity limits of transmission network and flexible units were considered as bottlenecks to accommodate wind power in power system. To solve the problem of insufficient flexibility, this paper proposed a novel optimization model to obtain the minimum power capacity and appropriate distribution of energy storage. A linear relationship was introduced to demonstrate the accommodative distribution for wind power variation and then to maximally utilize flexible units and minimize the requirement of energy storage. The mean value and interval bound were used to describe wind power variation uncertainty and the conversion into certainty was realized according to the robust linear optimization. Thus, the feasible solution which is immunized against uncertainty is solved without depending on the probability distribution of wind power. The simulation results show the effectiveness of the proposed model.