基于随机森林的重大灾害安装企业风险预测研究

2021 3rd International Conference on System Reliability and Safety Engineering (SRSE) Pub Date : 2021-11-01 DOI:10.1109/SRSE54209.2021.00056

Zhu Jing-cong, M. Dong, Zhao Ying, Guangbo Lei

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引用次数: 0

摘要

中国有6000多家重大隐患安装企业。由于重大危害安装企业涉及大量易燃、易爆、有毒介质，一旦发生事故，将导致严重的事故后果。因此，风险控制是极其重要的。本文基于中国重大灾害安装企业的历史风险数据，采用随机森林算法预测其高风险等级情况，为重大灾害安装企业的风险管控提供支持。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Research on Risk Prediction of Major Hazards Installation Enterprises Based on Random Forest

There are more than 6000 major hazards installation enterprises in China. Because of the large amount of flammable, explosive and toxic media involved in major hazards installation enterprises, once an accident occurs, it will lead to serious accident consequences. Therefore, risk control is extremely important. Based on the historical risk data of major hazards installation enterprises in China, this paper uses random forest algorithm to predict its high-risk level situation, which provides support for the risk management and control of major hazards installation enterprises.

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来源期刊

2021 3rd International Conference on System Reliability and Safety Engineering (SRSE)

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