This study proposes a heuristic alg

This study proposes a heuristic algorithm to connect with simulation model for searching the optimal reservoir rule curves. The proposed model was applied to determine the optimal rule curves of the Ubolratana reservoir (the Chi River Basin, Thailand). The results showed that the pattern of the obtained rule curves similar to the existing rule curve. Then the obtained rule curves were used to simulate the Ubolratana reservoir system with the synthetic inflows. The results indicated that the frequency of water shortage and the average water shortage are reduced to 44.31 and 43.75% respectively, the frequency of excess release and the average excess release are reduced to 24.08% and 22.81%.

結果 (中文) 1:

这项研究建议的启发式算法与仿真模型用于搜索的水库优化规则曲线连接。拟议的模式被应用来确定最优规则曲线的 Ubolratana 水库志河流域泰国）。结果表明，获得的规则曲线的模式类似于现有的规则曲线。然后获得的规则曲线用于模拟具有合成流入的 Ubolratana 水库系统。结果表明水资源短缺和平均水资源短缺的频率分别减少到 44.31 和 43.75%，至 24.08%和 22.81%减少了过度释放和平均超额释放的频率。

結果 (中文) 2:

本研究提出一个启发式算法与仿真模型连接，用于搜索最优藏规律曲线。应用于该模型来确定Ubolratana水库（芝河流域，泰国）的最优规则的曲线。结果表明，类似于现有的规则曲线得到的规则曲线的格局。然后将得到的规则的曲线被用来模拟Ubolratana储层系统与合成流入。结果表明，水短缺和平均缺水的频率被降低到44.31和分别43.75％，过量释放，并且平均过量释放的频率减少到24.08％和22.81％。

結果 (中文) 3:

本研究提出了一种用仿真模型，寻找最优的水库的规则曲线连接的启发式算法。应用该模型，确定了ubolratana水库优化规则曲线（卡河流域，泰国）。结果表明，得到的规则曲线类似于现有的规则曲线模式。将得到的规则曲线被用来与合成流入模拟ubolratana水库系统。结果表明，水资源短缺的频率和平均缺水分别减少了44.31和43.75%，过度释放和平均过量释放频率降低到24.08%和22.81%。