数据驱动的泄洪闸门智能管理系统构建及应用  

Construction and Application of Data-driven Flood GateIntelligent Management System

作　　者：朱烨森 夏云秋 秦方 ZHU Ye-sen;XIA Yun-qiu;QIN Fang(Power China Huadong Engineering Corporation Limited,Hangzhou 311122,China)

机构地区：[1]中国电建集团华东勘测设计研究院有限公司,浙江杭州311122

出　　处：《云南水力发电》2023年第3期266-270,共5页Yunnan Water Power

基　　金：中国博士后科学基金(2022M722955);工业装备结构分析国家重点实验室开放课题基金(GZ22118)。

摘　　要：构建了基于数据驱动的水电水利工程泄洪闸门智能管理系统,提出了智能管理系统的运行逻辑及系统框架。智能管理系统依托闸门的历史信息、状态监测结果、运行与维护方案,优化数据的采集及分析的能力,开展全局化、智慧化管理建议。提出了基于多维度多参数准则的风险事故预测,赋予参数权重优先级,即“安全直接关联参数”赋值大于“安全间接关联参数”大于“安全潜在关联参数”,结合结构强度分析、历史安全数据溯源和人工神经网络分析,提高安全管理的高效性和完整度。An intelligent management system for flood gate of hydropower and water conservancy project based on data drive is constructed,and the operation logic and system frame of the intelligent management system are put forward.Intelligent management system relies on historical information,condition monitoring results,operation and maintenance scheme of gate,optimizes the ability of data collection and analysis,and carries out global and intelligent management proposals.Risk accident prediction based on multi-dimension and multiparameter criterion is put forward,and the priority of parameter weight is given,that is,the assignment of“safety direct correlation parameter”is greater than“safety indirect correlation parameter”than“safety potential correlation parameter”.The combination of structural strength analysis,historical safety data traceability and ANN analysis can improve the efficiency and integrity of safety management.

关 键 词：泄洪闸门 数据驱动 智慧管理 风险评估预测 

分 类 号：TV663[水利工程—水利水电工程]