水利学报
水利學報
수리학보
2015年
3期
253-262
,共10页
孙万光%李成振%徐岩彬%徐小武
孫萬光%李成振%徐巖彬%徐小武
손만광%리성진%서암빈%서소무
水库群%供%调水系统%优化调度%建模%求解%新方法
水庫群%供%調水繫統%優化調度%建模%求解%新方法
수고군%공%조수계통%우화조도%건모%구해%신방법
reservoir group%water diversion system%optimal operation%modeling%solution%new methods
以D市复杂水库群供、调水系统为背景,针对常规建模方法存在的状态可行域过大、决策变量与状态变量逻辑关系复杂等缺点,提出了直接以调度决策核心变量为基础分别构建“无源水库”,建立基于“无源水库”的水库群供、调水系统优化调度动态规划模型。针对动态规划几种降维方法普遍存在的对初始状态依赖性强的问题,提出了全域变廊道降维搜索算法,保证在任意初始状态下,优化调度计算结果均能稳定逼近全局最优解。将水库群供、调水系统优化调度建模求解新方法与经典动态规划方法的计算结果进行对比,调度结果和计算效率都明显优于后者,证明了该方法的适用性和可靠性。研究成果对于系统实时调度具有重要意义。
以D市複雜水庫群供、調水繫統為揹景,針對常規建模方法存在的狀態可行域過大、決策變量與狀態變量邏輯關繫複雜等缺點,提齣瞭直接以調度決策覈心變量為基礎分彆構建“無源水庫”,建立基于“無源水庫”的水庫群供、調水繫統優化調度動態規劃模型。針對動態規劃幾種降維方法普遍存在的對初始狀態依賴性彊的問題,提齣瞭全域變廊道降維搜索算法,保證在任意初始狀態下,優化調度計算結果均能穩定逼近全跼最優解。將水庫群供、調水繫統優化調度建模求解新方法與經典動態規劃方法的計算結果進行對比,調度結果和計算效率都明顯優于後者,證明瞭該方法的適用性和可靠性。研究成果對于繫統實時調度具有重要意義。
이D시복잡수고군공、조수계통위배경,침대상규건모방법존재적상태가행역과대、결책변량여상태변량라집관계복잡등결점,제출료직접이조도결책핵심변량위기출분별구건“무원수고”,건립기우“무원수고”적수고군공、조수계통우화조도동태규화모형。침대동태규화궤충강유방법보편존재적대초시상태의뢰성강적문제,제출료전역변랑도강유수색산법,보증재임의초시상태하,우화조도계산결과균능은정핍근전국최우해。장수고군공、조수계통우화조도건모구해신방법여경전동태규화방법적계산결과진행대비,조도결과화계산효솔도명현우우후자,증명료해방법적괄용성화가고성。연구성과대우계통실시조도구유중요의의。
Taking the complex reservoir group water diversion system in D city as the background, for the drawbacks of conventional modeling method with too large the feasible domain and the complex relationship between decision variable and state variable in logic, an idea was proposed to construct“reservoir without runoff”separately base on the core variables of operation decision directly, by which a dynamic program?ming model for optimal operation of water diversion system has been established. For the problem of dimen?sionality reduction in dynamic programming methods which strongly depends on the initial state, a universe variable gallery dimensionality reduction search algorithm was proposed. Under the arbitrary initial state, the optimal operation results can stable approximate the global optimal solution. Compared with the classical DP algorithm calculation, the operation results and calculation efficiency is better than the latter, which prove the applicability and reliability of the new method. The research results are of great significance for the real-time operation system.