首页|基于案例相似度的水电工程施工塔吊事故预警

基于案例相似度的水电工程施工塔吊事故预警

扫码查看
本文针对水电工程中的塔吊事故,应用案例推理方法进行预警研究.对60个塔吊事故案例的时间、类型、等级、阶段和原因等信息进行了统计分析,构建预警数据库并提供数据支持.通过最近邻算法和遗传算法计算事故的全局相似度,筛选出相似度最高的案例进行学习.结果表明,预警方案与实际情况高度一致,进一步验证了方法的有效性.将该预警方法应用于水电工程中的塔吊安全管理,将有助于减少事故发生频率.
Accident warning for construction tower crane of hydropower project based on case similarity
In view of the tower crane accidents of hydropower projects,case-based reasoning method is used to study early warning.Statistical analysis was made on the information of 60 tower crane accident cases,including the time,type,grade,stage and causes,based on which a warning database was built to provide data support.The global simi-larity of accidents is calculated by nearest neighbor and genetic algorithms,so as to identify the most similar cases for further study.The results indicate the warning scheme aligns closely with the actual situation,further validating the effectiveness of the method.Applying this warning method to tower crane safety management of hydropower proj-ect could help reduce the frequency of accidents.

construction tower craneaccident warningcase-based reasoningsimilarityhydropower project

郭雅琴

展开 >

环北部湾广西水资源配置有限公司,南宁 530015

施工塔吊 事故预警 案例推理 相似度 水电工程

2024

广西水利水电
广西水利电力勘测设计研究院

广西水利水电

影响因子:0.135
ISSN:1003-1510
年,卷(期):2024.(6)