基于随机森林算法的文化建筑电气火灾风险评估技术研究

Chao Sun, XiaoBai Li, Rui Guo
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引用次数: 0

摘要

参考文化建筑电气火灾事故案例,调查典型建筑电气火灾防控文化建筑,运用火灾风险评估技术,提取文化建筑潜在电气火灾风险特征,通过层次熵法计算风险特征的权重信息,并应用随机森林分类算法,构建文化建筑电气火灾风险评估模型。本文从多个维度对文化建筑电气火灾风险进行评估,为文化建筑现场调查、风险评估和防火提供必要的理论依据和方法支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Electrical Fire Risk Assessment Technology of Cultural Building Based on Random Forest Algorithm
Refer to the cultural building electrical fire accident case, a survey of typical building electrical fire prevention and control of cultural building, using the fire risk assessment technology, extracted the cultural building potential electrical fire risk characteristics, through the hierarchical entropy method to calculate weight information of risk characteristics, and application of random forest classification algorithm, build the cultural building electrical fire risk assessment model. This paper evaluates the risk of electrical fire in cultural building from multiple dimensions, which provides necessary theoretical basis and method support for on-site investigation, risk assessment and fire prevention of cultural building.
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