人民珠江2025，Vol.46Issue(7)：30-42,13.DOI:10.3969/j.issn.1001-9235.2025.07.004
基于知识图谱的流域洪水智能调度研究
Intelligent Flood Dispatching in River Basins Based on Knowledge Graphs
摘要
Abstract
Aimed at regulating the water level during flood seasons,controlling the discharge and ensuring the power generation output,flood dispatching of cascade hydropower stations plays an important role in alleviating the flood control pressure in the lower reaches of the basins and protecting the life safety of residents.However,the information retrieval efficiency of traditional flood dispatching systems is low,and it is difficult to satisfy the requirement of unified management,centralized dispatching,and close coordination.To this end,this paper introduces the basic theory and technical methods of knowledge graphs.Meanwhile,by taking the cascade hydropower station in the Beipanjiang River Basin as an example,it analyzes the data such as basic performance parameters and dispatching procedures of the reservoir.Regular expression matching and the TF-IDF method are adopted to complete flood dispatching knowledge extraction and integration,and thus construct a flood dispatching rule library and scheme set.Additionally,a top-down approach is employed to build a knowledge graph for flood dispatching in the basin,facilitate information retrieval,and enable intelligent early warning and automatic scheme push for floods,thereby providing references for the construction of intelligent flood dispatching systems in basins.关键词
洪水调度/知识图谱/洪水预警/辅助决策Key words
flood dispatching/knowledge graph/flood early warning/auxiliary decision-making分类
建筑与水利引用本文复制引用
宋万礼,熊鲜,杨海华,朱莎,冯钰玮,王兆礼..基于知识图谱的流域洪水智能调度研究[J].人民珠江,2025,46(7):30-42,13.基金项目
贵州北盘江电力股份有限公司科技项目(CHDKJ23-02-35) （CHDKJ23-02-35）
国家自然科学基金项目(52379010) （52379010）
