水利水电科技进展
水利水電科技進展
수이수전과기진전
ADVANCES IN SCIENCE AND TECHNOLOGY OF WATER RESOURCES
2014年
6期
13-17
,共5页
张阳%钟平安%徐斌%刘烨%胡晓勇
張暘%鐘平安%徐斌%劉燁%鬍曉勇
장양%종평안%서빈%류엽%호효용
水库调度图优化%廊道约束%遗传算法%设计保证率
水庫調度圖優化%廊道約束%遺傳算法%設計保證率
수고조도도우화%랑도약속%유전산법%설계보증솔
optimization of reservoir operation chart%constraint of grid%genetic algorithm%designed assurance rate
为解决水库常规调度图制作经验性强、未考虑水量和水头的最佳协调问题,对常规调度图中的调度线进行进一步优化。通过编码、迭代和数学评价指标建立了调度图逐线寻优方法,以解决调度图优化中多线、多时段导致的高维问题;通过小可行域迭代计算,建立基于廊道约束的遗传算法,减少了调度图优化的工作量,缓解了调度线形态畸变问题。实例模拟表明,对于年保证率允许降低的电站,通过适当降低年保证率,可以提高多年平均发电量。
為解決水庫常規調度圖製作經驗性彊、未攷慮水量和水頭的最佳協調問題,對常規調度圖中的調度線進行進一步優化。通過編碼、迭代和數學評價指標建立瞭調度圖逐線尋優方法,以解決調度圖優化中多線、多時段導緻的高維問題;通過小可行域迭代計算,建立基于廊道約束的遺傳算法,減少瞭調度圖優化的工作量,緩解瞭調度線形態畸變問題。實例模擬錶明,對于年保證率允許降低的電站,通過適噹降低年保證率,可以提高多年平均髮電量。
위해결수고상규조도도제작경험성강、미고필수량화수두적최가협조문제,대상규조도도중적조도선진행진일보우화。통과편마、질대화수학평개지표건립료조도도축선심우방법,이해결조도도우화중다선、다시단도치적고유문제;통과소가행역질대계산,건립기우랑도약속적유전산법,감소료조도도우화적공작량,완해료조도선형태기변문제。실례모의표명,대우년보증솔윤허강저적전참,통과괄당강저년보증솔,가이제고다년평균발전량。
The traditional reservoir operation chart is generally designed depending on the subjective experience of decision makers. As a result, it does not incorporate the coordination between water volume and water head. Thus, a further optimization for operation curves in the chart can boost the average electricity generation, which is of great importance to full utilize hydropower resources. To handle the high-dimensional problem due to the multi-line and multi-period factors in a reservoir operation chart optimization, this paper proposes the grid-based genetic algorithm through coding, iteration, and the index of mathematical evaluation. The method proposed reduces the workload of optimizing the operation chart by the introducing iterative calculation within small feasible zone. Further, it also relieves the problem of shape distortion in operation curves. The study case investigates the relationship between the constraint of assurance rate and the average power generation, and then it shows that the constraint of assurance rate has a practical important effect on production.