Research on the Emergency Control Decision on Water Bloom in Lake and Reservoir Based on Fuzzy Bayes under Comprehensive Restrictions

Wang Xiaoyi, Chen Chen, Liu Zai-wen, Xue Jiping, Hao Qiwen, Liu Peng
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引用次数: 4

Abstract

It is of great importance to put forward an optimal decision scheme as to the emergency control of water bloom in lake and reservoir, so as to prevent water bloom in time and protect the water environment effectively. Based on in-depth analysis on the emergency control decision model and control method of the water bloom, a fuzzy Bayes decision model on the basis of the comprehensive restrictions of minimal risks and costs has been put forward specifically. The fuzzy membership function was adopted to perform fuzzy regional control to the prior probability, and introduced the influence of comprehensive conditions of minimal risks and costs to the result of decisions by weight adjustment, and this method has been successfully applied in the water bloom emergency control of lake and reservoir as the preferable decision scheme in Beijing. At the same time, we have developed an auxiliary decision system of water bloom emergency control information in lake and reservoir, providing valid evidence for environmental protection departments to perform water bloom prevention in lake and reservoir.
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综合约束下基于模糊贝叶斯的湖泊水库水华应急控制决策研究
提出湖泊水库水华应急控制的最优决策方案,对及时防治水华,有效保护水环境具有重要意义。在深入分析水华应急控制决策模型和控制方法的基础上,具体提出了一种基于最小风险和成本综合约束的模糊贝叶斯决策模型。采用模糊隶属函数对先验概率进行模糊区域控制,并通过权值调整引入风险和代价最小的综合条件对决策结果的影响,作为北京市湖泊水库水华应急控制的优选决策方案,该方法已成功应用于湖泊水库水华应急控制。同时,开发了湖泊水库水华应急控制信息辅助决策系统,为环境保护部门开展湖泊水库水华防治工作提供了有效依据。
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