充电宝火灾风险评估模型研究
首发时间:2023-03-14
摘要:本文以评估充电宝产品火灾风险为研究目的,分析了充电宝火灾风险原因,基于事故树分析法,得出充电宝火灾风险传递路径研究。通过咨询专家以及事故致因理论研究,构建了充电宝火灾风险影响因子指标体系,基于Mtalab和BP神经网络构建充电宝火灾风险评估模型,网络训练效果好,最后进行仿真以及实例应用,预测结果与实际一致,模型可靠性高。
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Study on the fire risk assessment model of Power Bank
Abstract:In this paper,the purpose is to evaluate the fire risk of the power bank products, analyzes the causes of the power bank fire risk, and based on the fault tree analysis method, obtains the power bank fire risk transmission path research. Through consulting experts and theoretical research on accident causes, the index system of fire risk impact factors of the power bank is built. The power bank fire risk assessment model is built based on Mtalab and BP neural network. The network training effect is good. Finally, the simulation and example application are carried out. The prediction results are consistent with the actual situation, and the reliability of the model is high.
Keywords: Fault tree BP neural network Risk assessment
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