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Railway Safety Risk Assessment and Control Optimization Method Based on FTA-FPN: A Case Study of Chinese High-Speed Railway Station

机译:基于FTA-FPN的铁路安全风险评估与控制优化方法 - 以中国高速火车站为例

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摘要

In order to make safety risk assessment more accurately and more reasonably for high-speed railway station in China, this paper analyzes risk factors of fault tree and transfers the fault tree of risk accident into fuzzy petri net and then builds the FPN-FTA model by combining the dynamic weighting fuzzy petri net (FPN) and fault tree analysis (FTA) based on the latter. This paper simulates the FTA-FPN model with Stateflow of Matlab software. Then, it builds up a bi-objective risk control model, making the minimum safety risk level and minimum necessary cost as the objectives, and it designs discrete particle swarm optimization algorithm to solve the risk control model. Finally, this paper selects stampede accident of Shijiazhuang high-speed railway station as an example in case study for assessing stampede risk level and gets the risk control schemes for this station. The results verify the feasibility and validity of the model and algorithm.
机译:为了使安全风险评估更准确,更合理地在中国进行高速火车站,本文分析了故障树的风险因素,将风险事故故障树转移到模糊的Petri网中,然后通过造型建立FPN-FTA模型基于后者的动态加权模糊Petri网(FPN)和故障树分析(FTA)。本文模拟了MATLAB软件状态流的FTA-FPN模型。然后,它建立了一个双目标风险控制模型,使得最低的安全风险水平和最小的必要成本作为目标,并且设计了离散的粒子群优化算法来解决风险控制模型。最后,本文选择了石家庄高速火车站的踩踏事故,以便评估踩踏风险水平的案例研究,并获得该站的风险控制方案。结果验证了模型和算法的可行性和有效性。

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