充電寶火災風險評估模型研究
首發時間:2023-03-14
金庭浩,1995.11.15,男,風險評估,質量管理
錢存華 2錢存華,1964.4.17,男,教授,質量與可靠性
摘要:本文以評估充電寶產品火災風險為研究目的,分析了充電寶火災風險原因,基于事故樹分析法,得出充電寶火災風險傳遞路徑研究。通過咨詢專家以及事故致因理論研究,構建了充電寶火災風險影響因子指標體系,基于Mtalab和BP神經網絡構建充電寶火災風險評估模型,網絡訓練效果好,最后進行仿真以及實例應用,預測結果與實際一致,模型可靠性高。
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Study on the fire risk assessment model of Power Bank
金庭浩,1995.11.15,男,風險評估,質量管理
Qian Cunhua 2錢存華,1964.4.17,男,教授,質量與可靠性
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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