中国电机工程学报
中國電機工程學報
중국전궤공정학보
ZHONGGUO DIANJI GONGCHENG XUEBAO
2014年
25期
4409-4419
,共11页
黎嘉明%李大虎%孙建波%侯云鹤%劲宇
黎嘉明%李大虎%孫建波%侯雲鶴%勁宇
려가명%리대호%손건파%후운학%경우
电力系统%黑启动%马尔科夫决策模型%动态规划%状态削减
電力繫統%黑啟動%馬爾科伕決策模型%動態規劃%狀態削減
전력계통%흑계동%마이과부결책모형%동태규화%상태삭감
power systems%black start%Markov decision process%dynamic programming%state reduction
电力系统黑启动预案是电网运行安全的必要保障,但人工进行方案决策的现状难以适应复杂电力系统和多样化的故障后场景。为此,建立电力系统黑启动过程的马尔科夫决策过程模型,提出一种基于状态削减技术和动态规划方法的黑启动方案自动生成算法,其优化目标是以最短的时间将系统恢复至任意预定状态,能够适应不同的故障后场景,支持并行的恢复操作。采用IEEE 14节点系统、新英格兰39节点系统以及鄂东南电网对算法的可行性进行了验证。算例结果表明,该算法能够在较短时间内生成合理的黑启动方案,同时能够在黑启动初期通过发电机组与负荷的协调恢复抑制网架的过电压现象。
電力繫統黑啟動預案是電網運行安全的必要保障,但人工進行方案決策的現狀難以適應複雜電力繫統和多樣化的故障後場景。為此,建立電力繫統黑啟動過程的馬爾科伕決策過程模型,提齣一種基于狀態削減技術和動態規劃方法的黑啟動方案自動生成算法,其優化目標是以最短的時間將繫統恢複至任意預定狀態,能夠適應不同的故障後場景,支持併行的恢複操作。採用IEEE 14節點繫統、新英格蘭39節點繫統以及鄂東南電網對算法的可行性進行瞭驗證。算例結果錶明,該算法能夠在較短時間內生成閤理的黑啟動方案,同時能夠在黑啟動初期通過髮電機組與負荷的協調恢複抑製網架的過電壓現象。
전력계통흑계동예안시전망운행안전적필요보장,단인공진행방안결책적현상난이괄응복잡전력계통화다양화적고장후장경。위차,건립전력계통흑계동과정적마이과부결책과정모형,제출일충기우상태삭감기술화동태규화방법적흑계동방안자동생성산법,기우화목표시이최단적시간장계통회복지임의예정상태,능구괄응불동적고장후장경,지지병행적회복조작。채용IEEE 14절점계통、신영격란39절점계통이급악동남전망대산법적가행성진행료험증。산례결과표명,해산법능구재교단시간내생성합리적흑계동방안,동시능구재흑계동초기통과발전궤조여부하적협조회복억제망가적과전압현상。
The scheme for the black start in power systems is one of the essential precautions to improve the reliability of the power grid operation. However, manual design of the black start scheme is hard to accommodate the complicated system structure and different scenarios after failure. This paper established a Markov decision process (MDP) model for power system black start procedure, based on which an optimal algorithm with dynamic programming and state reduction technique was put forward. The algorithm is capable to deal with different scenarios and parallel restoration after system failure, while the optimization objective is to restore the system to any specified status as fast as possible. The feasibility of the method was verified on the IEEE 14-bus system, the New England 39-bus system and the South-East Hubei power grid. The results show that the new algorithm can provide a reasonable black start scheme in acceptable calculation time, and the overvoltage during early restoration stage is finely controlled by coordinating the recovery of generators and loads.