Optimal Operation Rules of Reservoir Releasing Facilities Based on Smooth Support Vector Machine

摘要：

　　Considering the impacts of the releasing facilities on flood regulation,this study establishes a multi-objective model with the releasing facilities as constraints.The optimal operation results of the releasing facilities can be obtained by the successive optimization algorithm (POA) according to some observed historical flood hydrographs and design flood hydrographs.A support vector machine (SVM) model of operation rules of releasing facilities is established,optimized by the differential evolution algorithm (DE) using the optimal results by POA,and then used to simulate operation of releasing facilities.The results show that the optimal operation rules of releasing facilities derived from the SSVM model can efficiently increase the benefits of flood control and power generation and make the flood regulation process more smooth and steady.So it is feasible and practicable for the SSVM to achieve the optimal operation of releasing facilities.

关键词： releasing facility support vector machine flood control operation rules

作者: Liu Xinyuan Guo Shenglian Zhu Yonghui Qu Geng Guo Xiaohu Tang Feng

作者单位: Changjiang River Scientific Research Institute, Wuhan,430010, China State Key Laboratory of Water Resources and Hydropower Engineering Science,Wuhan University, Wuhan,

会议类型: 国际会议

会议名称: The 5th International Yellow River Forum (第五届黄河国际论坛)

会议地点: 郑州

会议语种:英文

页码: 139-145

在线出版日期: 2012-09-24（万方平台首次上网日期，不代表论文的发表时间）