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基于级联效应的LNG动力船通航风险传导动力学模型
Cascade effect-based dynamics model for LNG-powered vessel navigation risk transmission
【摘要】 为推进绿色能源船舶动力安全应用,探讨新型能源对船舶通航影响效应下的风险级联问题,以复杂系统过程安全为视角,提出LNG动力船在复杂港口水域通航的风险级联动力学仿真模型。首先,引入系统理论事故模型与过程(STAMP)方法,辨识LNG动力船通航事故及后续的LNG泄漏和火灾爆炸的事故链;其次,采用风险传导理论建立LNG动力船通航的风险级联模型,通过改进层次分析(AHP)-熵权法,获得各个指标因子的权重集,解析风险传导概率;最后,结合复杂港口LNG动力船通航的场景数据,将各个风险因子进行量化,对LNG动力船在港口水域船舶航行风险进行复杂网络动力学仿真。研究结果表明:LNG动力船在港口航行中,碰撞、搁浅、触碰事故和后续的泄漏、火灾爆炸事故存在高度的关联性,且事故的发生是由多因素耦合级联所致;仿真结果与真实场景的实践结果具有一致性,建立的风险级联动力学模型有效。研究结果对事故链和关键节点进行控制具有指导意义。
【Abstract】 In order to promote the safe application of green energy in ship propulsion and investigate risk cascade effects induced by new energy sources on vessel navigation, this study proposed a risk cascade dynamics simulation model for LNG-powered vessels navigating in complex port waters from a complex system process safety perspective.First, the system-theoretic accident model and process(STAMP) method is employed to identify accident chains involving LNG-powered vessel navigation incidents and subsequent LNG leakage, fire, and explosion events.Second, a risk cascade model for LNG-powered vessel navigation is established using risk transmission theory.Through an improved analytic hierarchy process-entropy weight method(AHP-EWM),the weight sets of various indicator factors are determined to analyze risk transmission probabilities.Finally, by quantifying risk factors with scenario data from complex port operations of LNG-powered vessels, a complex network dynamics simulation is conducted to assess navigation risks in port waters.Results demonstrate strong correlations among collisions, groundings, impacts with fixed objects, and subsequent leakage/fire/explosion accidents during LNG-powered vessel operations in ports.These accidents result from multi-factor coupling and cascading effects.Simulation outcomes align with real-world scenarios, validating the effectiveness of the proposed risk cascade dynamics model.These findings provide practical guidance for controlling accident chains and critical risk nodes.
【Key words】 risk transmission; entropy weight method; system dynamics; risk simulation; risk cascade; system-theoretic accident model and process(STAMP);
- 【文献出处】 中国安全生产科学技术 ,Journal of Safety Science and Technology , 编辑部邮箱 ,2025年08期
- 【分类号】U698
- 【下载频次】85