中国电机工程学报
中國電機工程學報
중국전궤공정학보
ZHONGGUO DIANJI GONGCHENG XUEBAO
2014年
4期
505-513
,共9页
李中成%张步涵%段瑶%吴俊利%缪晓刚%张立冬%别佩
李中成%張步涵%段瑤%吳俊利%繆曉剛%張立鼕%彆珮
리중성%장보함%단요%오준리%무효강%장입동%별패
风电场%可用输电能力%关键约束%线性预测%扩展潮流法%灵敏度%蒙特卡罗模拟%分层类聚
風電場%可用輸電能力%關鍵約束%線性預測%擴展潮流法%靈敏度%矇特卡囉模擬%分層類聚
풍전장%가용수전능력%관건약속%선성예측%확전조류법%령민도%몽특잡라모의%분층류취
wind farm%available transfer capability (ATC)%key constraint%linear prediction%expansion power flow equation%sensitivity%Monte Carlo simulation%hierarchical clustering
针对含大规模风电场的电力系统的可用输电能力(available transfer capability,ATC)进行研究,首先基于连续潮流法,提出了线性预测关键约束的改进算法,并引入到交流潮流模型中形成扩展潮流方程求解电力系统确定性ATC,且推导了电力系统ATC对风电等节点的注入功率波动的灵敏度快速估算模型。在此基础上,结合风电并网系统的多维可视化注入功率空间,提出了一种采用分层类聚算法划分蒙特卡罗抽样样本,综合考虑发电机随机故障、线路随机故障、风电场风速、发电机出力和负荷波动等多种不确定因素的概率ATC快速计算方法,最后通过算例分析验证了该算法的快速有效性。
針對含大規模風電場的電力繫統的可用輸電能力(available transfer capability,ATC)進行研究,首先基于連續潮流法,提齣瞭線性預測關鍵約束的改進算法,併引入到交流潮流模型中形成擴展潮流方程求解電力繫統確定性ATC,且推導瞭電力繫統ATC對風電等節點的註入功率波動的靈敏度快速估算模型。在此基礎上,結閤風電併網繫統的多維可視化註入功率空間,提齣瞭一種採用分層類聚算法劃分矇特卡囉抽樣樣本,綜閤攷慮髮電機隨機故障、線路隨機故障、風電場風速、髮電機齣力和負荷波動等多種不確定因素的概率ATC快速計算方法,最後通過算例分析驗證瞭該算法的快速有效性。
침대함대규모풍전장적전력계통적가용수전능력(available transfer capability,ATC)진행연구,수선기우련속조류법,제출료선성예측관건약속적개진산법,병인입도교류조류모형중형성확전조류방정구해전력계통학정성ATC,차추도료전력계통ATC대풍전등절점적주입공솔파동적령민도쾌속고산모형。재차기출상,결합풍전병망계통적다유가시화주입공솔공간,제출료일충채용분층류취산법화분몽특잡라추양양본,종합고필발전궤수궤고장、선로수궤고장、풍전장풍속、발전궤출력화부하파동등다충불학정인소적개솔ATC쾌속계산방법,최후통과산례분석험증료해산법적쾌속유효성。
The paper mainly studied the available transfer capability in power system including large-scale wind farms. Based on continuation power flow, an improved algorithm of the key constraint by linear prediction was proposed to obtain deterministic ATC with the expansion power flow equation, and the node injection power fluctuation sensitivity of ATC was derived for fast estimation. Then on the basis of above analysis, with the help of the visual power injection space of power system including large-scale wind farms, the paper proposed a probabilistic ATC fast calculation method using Monte Carlo simulation and hierarchical clustering algorithm which taken many kinds of uncertain factors into considerations, such as the wind speed of wind farm, generator random failure, transmission line random failure, the fluctuation of generator output power and load. Finally a case study demonstrated the validity and superiority of method proposed in this paper.