基于二维灰云模型的LNG动力船航行过程风险推理*

针对风险多维属性问题及船舶航行多种风险表现,提出基于二维灰云模型的LNG动力船航行过程风险推理方法。针对LNG使用及船舶航行2种作业方式,采用系统方法识别安全风险影响因素体系,确定2种作业方式下各风险体系指标变化权重,描述LNG动力船航行过程中LNG使用和船舶航行发生事故概率及后果;通过引入云模型,综合计算2种作业方式下概率及后果组合风险,并采用灰云推理2种作业方式同时存在时LNG动力船航行过程风险。结果表明:LNG动力船航行过程中LNG使用和船舶航行风险耦合,风险程度受控;二维灰云模型可有效分析多维属性下风险评估问题,以及不同作业下风险耦合作用。研究结果可为船舶航行过程风险定量评估提供依据。     

基于IWRAP模型的跨海大桥建设通航风险研究

为支撑跨海大桥建设决策,对拟建桥梁水域通航风险进行预测,采用IWRAP模型对通航风险进行量化,运用分布函数对观测桥梁水域航道/航路船舶流量进行拟合,构建风险分析模型,计算桥梁水域通航风险水平;根据设定桥梁通航标准,类比拟建桥梁水域内已建成桥梁桥区交通流分布情况,预测桥梁建成后船舶流量分布函数并计算通航风险水平,通过对比得出跨海大桥建设带来的通航风险变化。研究结果表明:运用IWRAP模型预测跨海大桥建设的通航风险较为合理。     

感潮港口多时段船舶引航过程风险仿真模型

为研究感潮港口船舶在不同潮时进港靠泊的引航过程风险演化规律,以优化泊位利用率和提高港口的生产效率,有必要进行多时段船舶引航过程风险的动态仿真。在对船舶引航任务场景和历史数据进行分析的基础上,采取HHM方法构建船舶引航过程的关键风险指标体系,采用AHP-CRITIC方法结合风险因素的主客观分布特点获取不同引航阶段中各指标权重,最后利用不确定人工智能云模型进行多时段船舶引航过程风险的建模仿真。通过某集装箱船的感潮水域引航过程场景分析,融合采样点的客观数据和专家知识对6个靠泊窗口期船舶引航过程风险进行动态仿真。结果表明:船舶引航过程风险演化整体呈U形曲线模式,相比正常航行阶段风险值,船舶引航初始和靠泊阶段风险值高60%左右;感潮港口6个窗口期的船舶引航过程风险略有差异,潮高、潮流对船舶交通流和起锚、靠泊作业安全影响明显。     

LNG船舶进出港航行移动安全区宽度定量计算分析

为保障液化天然气(LNG)船舶进出港通航安全,提出一种基于LNG船舶碰撞事故概率和风险的LNG船舶移动安全区宽度界定方法。该方法以船舶碰撞概率模型、船舶碰撞损害模型和LNG池火危害模型为基础,计算LNG船舶在航行过程中的事故概率和风险,并根据其分布特征,结合事故概率与风险可接受标准,定量界定LNG船舶移动安全区的宽度。研究表明,LNG船舶移动安全区宽度与通航水域交通流分布、事故船舶的排水量、航行速度等相关。在水上交通管理应用中,可根据LNG船舶及应用水域交通的实际情况确定LNG船舶进出港航行移动安全区的宽度。     

受限水域船舶积压风险测度方法研究

为了系统、客观地评估受限水域船舶积压衍生风险,实现对船舶积压风险的防控,进行船舶积压风险测度方法的研究。阐述了受限水域船舶积压风险的3种表现形式,提炼了风险表现形式的测评指标,提出了受限水域船舶积压指数,并建立了以二元Logistic回归为核心的风险测度模型,对积压风险测评指标进行量化处理,最后通过对三峡-葛洲坝枢纽船舶积压风险的实证分析验证测度方法的可行性。结果表明,受限水域船舶积压风险测度方法可以根据水域特征筛选积压风险主要测评指标,并最终得到积压衍生风险发生概率预测公式,预测并判断相应水域某一时期的船舶积压衍生风险严重程度,对实时测度和降低受限水域船舶积压风险、完善受限水域船舶通航安全预警和相关软件开发运用具有重要意义。     

医院智能应急疏散导航方法与物联网应用研究*

为解决大型复杂医院建筑紧急疏散下的路线指引问题,提出适合复杂空间结构的疏散拓扑地图自动生成方法,同时提出基于组合神经网络的疏散决策模型,以应对医院建筑中各种静态动态的危险源,基于该疏散指引方法,研发智能疏散导航物联网装置Nav-IoT。研究结果表明:该方法可实时采集医院多种危险情况,通过决策网络和多种物联网智能设备进行动态决策,并发出明确移动指引信号,能够有效提升疏散过程的安全度和效率,满足大型复杂医院建筑内的智能化、动态化的人员应急疏散需求。     

Critical aspects for collision induced oil spill response and recovery system in ice conditions: A model-based analysis

The recovery effectiveness for oil spills in ice conditions depends on a complex system and has not been studied in depth, especially not from a system risk control perspective. This paper aims to identify the critical aspects in the oil spill system to enable effective oil spill recovery. First, a method is developed to identify critical elements in a Bayesian Network model, based on an uncertainty-based risk perspective. The method accounts for sensitivity and the strength of evidence, which are assessed for the different Bayesian Network model features. Then, a Bayesian Network model for the mechanical oil spill recovery system is developed for the Finnish oil spill response fleet, contextualized for representative collision accident scenarios. This model combines information about representative sea ice conditions, ship-ship collisions and their associated oil outflow, the oil dispersion and spreading in the ice conditions, and the oil spill response and recovery of the fleet. Finally, the critical factors are identified by applying the proposed method to the developed oil spill response system model. The identified most critical system factors relates collision aspect: Forcing Representative Scenario, Representative Accident Location, Impact Speed, Impact Location, Impact Angle and response aspect: Response Vessel Operability.     

Ergonomic assessment of selected workstations on a merchant ship

This study describes some key ergonomic factors within the engine room, navigation bridge and other locations of a merchant ship. Ergonomic assessments were carried out on a crew of a merchant ship. The study examines the importance of factors such as noise, vibration, heat radiation (in machinery areas), psychological stress and ergonomics of the physical arrangement of the navigation bridge. It also addresses the effect of working in confined areas for a long duration and the need to process large amounts of data, decision-making and the influence of specific operating conditions in different areas of a ship. This study includes analysis of workstations, working methods and the burden of environmental factors as well as a discussion of specific marine environmental conditions such as confined working and leisure spaces, long-term family and sociocultural separation, frequent changes in climate and time zones, and temporary physical overload and long-term psychological burdens.     

基于贝叶斯网络模型的船舶搁浅事故分析

根据海上交通安全事故统计数据显示,船舶搁浅事故是主要的海上交通安全事故之一。为了研究船舶搁浅事故的发生机理,收集了我国东部海域部分海事局辖区的船舶搁浅事故样本。首先从人为因素、环境因素和船舶因素三方面分析导致船舶搁浅事故的原因,确定网络节点。然后找出每起搁浅事故的事故链,并建立船舶搁浅事故贝叶斯网络模型。再对建立的贝叶斯网络模型进行仿真,选取21起船舶搁浅事故对建立的模型进行验证,确定模型的有效性。最后,利用HUGIN软件找出船舶搁浅事故各影响因素的致因概率,得到导致船舶搁浅事故的致因链。在人为因素方面,瞭望不当和不熟悉航道情况占据的比例最高;在船舶因素方面,舵机设备故障对船舶搁浅事故影响最大;在环境因素方面,风/浪/流对船舶搁浅事故影响最大。     

基于C-OWA算子和证据理论的船舶夜航光环境安全评价

为了更好地保障船舶夜航安全,基于船舶夜航光环境的特殊性和船舶夜航的风险性,构建船舶夜航光环境证据理论评价模型。首先,建立以信号灯误导、眩光干扰、频闪污染、光导致疲劳等4个决策层为基础的船舶夜航光环境评价指标体系;其次,运用C-OWA算子处理专家对指标的决策数据,判断光环境对船舶夜航安全的影响程度;最后,将证据理论模型应用于大连大窑湾港的夜航光环境中。结果表明:该光环境安全性高,对船舶夜航安全的影响小。构建的模型为港口、航道以及其他船舶夜航光环境水域安全评价提供了一定的参考依据。     

Modelling ice and wax formation in a pipeline in the Arctic environment

In the Arctic environment, the fluid temperature in the pipeline can drop below the freezing point of water, which causes wax and ice to form on the pipeline surface. Solid formation on the pipeline surface can lead to flow assurance and process safety issues, such as blockage of the pipeline, pipeline component failure, and release of hazardous liquid. Remediating the plugging requires a shutdown of pipeline operation, which incurs tremendous cost and delays the entire production system. In order to prevent blockage, the pigging operation can be used to remove the deposits on the pipeline surface on a regular interval. Ice and wax depositions in the pipeline are a slow process. However, if the deposition grows too thick, pipeline blockage can still occur after pigging operation. So, ice and wax deposition rates are required to be estimated accurately. This paper investigates ice and wax deposition rates in a 90,000 m pipeline. A fundamental model for both ice and wax deposition is proposed using the first principles of heat and mass transfer.     

Ports’ service attributes for ship navigation safety

The purpose of this paper is to discuss the service attributes of ports for ship navigation safety. Based on the relevant literature and the features of ship navigation in ports, the service attributes of ports for ship navigation were first investigated. A fuzzy AHP model was then used to identify those attributes from shipmasters’ perspectives. Finally, a Dissatisfaction Attitude (DA) index was used to determine the attributes’ priorities, by which the port authorities may make policies for improving ship navigation safety. As an empirical study, the shipmasters berthing their ships in Kaohsiung Port were surveyed to validate the model. The result constructs 19 port service attributes (SAs) for ship navigation safety, in which, the shipmasters place more emphasis on the SAs of operators’ professional literacy, including the marine pilot’s professional and English communication abilities, the VTC (Vessel Traffic Center) regulator’s professional and English communication abilities, and the tugboat driver’s skills. While, for Kaohsiung Port, currently, the traffic control of fairway is the most important aspect to be improved. The theoretical and managerial implications of the findings for port authorities in improving ship navigation safety are discussed.     

一种利用AIS数据计算受限水域内航标安全距离的方法

AIS数据详细记录了特定水域的船舶位置、船首向和尺寸等数据,可用于计算受限水域内航标安全距离。按一定标准网格化目标航标附近水域,统计周围航行的他船船体出现在每一个网格中的频数,形成他船航迹的网格频数图。按长度尺寸分类,将同类他船航迹网格频数图叠加,形成特定类型船舶的航迹网格频数图。按频数大小填充颜色,可清晰地显示航标附近他船安全通行状态下与航标保持的距离。实验选取上海港航标附近水域海量AIS数据,获取了60~79m,80~99m,100~129m,130~159m船舶航迹形成的网格频数图,结果显示,四类船舶距航标的安全距离随着他船长度的增大而增加,分别为50m,70m,110m,150m。     

Risk analysis system for the transport of hazardous materials

IntroductionIn this paper, a literature study on risk analysis systems for the transport of hazardous materials was conducted.ResultsThe insights that resulted from this literature review have led to the development of a refined approach to map the risk of hazmat transport in Flanders based on historical accident data. The proposed framework allows setting up an overall risk map for hazmat transport by different transport modes. Additionally, a methodology to calculate a local accident risk, which takes local infrastructure parameters and accident data into account, is being introduced. In the presented framework one of the general principles is that the risk of a catastrophic hazmat incident can be divided into two parts, which can both be validated on the basis of accident data: (a) the calculation of the general probability of the occurrence of an accident based on international accident data of transport of hazardous materials – this is the basis for the global risk map, and (b) the calculation of the local probability of the occurrence of an accident based on accident data and infrastructure parameters of the complete available freight transport in Flanders – this is the basis for the local risk map. The ratio between these two results in a locality parameter, which represents the local specific circumstances that can lead to an accident.ConclusionsThis evaluation framework makes it possible to estimate the risks of hazmat transport along a specific route for transport by road, rail, inland navigation and even pipelines.     

SESAR safety decision-making: Lessons from environmental,nuclear and defense modeling

SESAR, the ‘Single European Sky Air traffic Research’ program, envisages radical changes for European Air Traffic Management (ATM). It integrates and implements new technologies and information processing. This paper examines the safety decision-making in the implementation of SESAR projects. SESAR poses new safety problems because it adopts new paradigms for ATM safety – what lessons are there from environmental, nuclear and defense modeling? These disciplines have also had to confront the limitations of modeling the rates of rare and damaging – even catastrophic – events. A major conceptual change in SESAR is that of automated separation assurance systems. Some existing responsibilities transfer from the controller – either to the pilot or to computer systems – in a progressively phased approach. The major problem for SESAR safety validation is that mixed equipage/operations within a common airspace potentially generate new and different safety issues regarding the validation of safety predictions. A potential way forward uses high-fidelity Human In The Loop Simulations (HITLS) to generate confidence in the resilience of the ATM system. The focus changes from proving safety, i.e. through traditional kinds of validation processes, to extensive resilience testing using these simulations. The aim would be to test how resilient the system is to seeded errors, penetration testing, and crash/stress testing. This would be a high cost process because of the large investments required and the need for long sequences of testing. However, these demanding processes can provide ‘justified belief’ to the decision-maker that the changed ATM system is acceptably safe.     

基于船舶操纵模拟的船撞桥概率研究

针对船舶在桥区水域航行过程中撞击桥墩的碰撞概率问题,建立并验证了船舶操纵数学模型,模拟了船舶在不同风、水流等条件下的航行情况,改进了AASHTO船舶撞桥概率模型中几何概率的算法,提出了以模拟试验样本的航迹带中心位置坐标为均值,以模拟实验样本结果计算的方差为方差的几何概率模型,同时引入停船概率模型。将改进后的模型应用于北江油金大桥船舶操纵模拟及船撞概率的研究,预测2020年北江油金大桥受上行船舶碰撞年频率大约2.81×10-6次/a,受下行船舶碰撞年频率3.43×10-4次/a,总碰撞频率3.461×10-4次/a。     

液化天然气燃料动力船舶定量风险分析

近年来航运耗油产生的CO2排放量很大,发展液化天然气替代原有船舶动力成为需要。在中国天然气开发应用较晚,试点改造船舶存在安全隐患。分析了危险事件的一般导致原因,确定危害影响因子对改造船舶的设计和操作有指导作用。基于个人风险,分析了各类事故发生概率,选择了合适的后果模型,考察了长江气象条件,以芜湖某试点改造船进行了定量风险计算,得到了个人风险等值线,确定船体距离河道两边高敏感或特殊高密度场所不应小于20m,指出改用天然气作为船舶燃料后满足安全推荐标准要求。     

基于动态贝叶斯网络的石化装置火灾事故动态风险分析

为揭示石油炼化装置事故风险动态特性和事故情景演变路径,在对石化装置进行风险因素分析的基础上构建石化装置火灾事故故障树,基于贝叶斯网络非常规突发事故的演变过程,构建情景演变下的动态贝叶斯网络模型,在综合考虑应急措施的基础上,利用MATLAB软件和联合概率公式计算出各种事故场景的状态概率.以丙烯精馏装置火灾事故为例,结果表...     

A quantitative risk management framework for dust and hybrid mixture explosions

Dust and hybrid-mixture explosions continue to occur in industrial processes that handle fine powders and flammable gases. Considerable research is therefore conducted throughout the world with the objective of both preventing the occurrence and mitigating the consequences of such events. In the current work, research has been undertaken to help move the field of dust explosion prevention and mitigation from its current emphasis on hazards (with an accompanying reliance on primarily engineered safety features) to a focus on risk (with an accompanying reliance on hierarchical, risk-based, decision-making tools). Employing the principles of quantitative risk assessment (QRA) of dust and hybrid-mixture explosions, a methodological framework for the management of these risks has been developed.The QRA framework is based on hazard identification via credible accident scenarios for dust explosions, followed by probabilistic fault-tree analysis (using Relex – Reliability Excellence – software) and consequence severity analysis (using DESC – Dust Explosion Simulation Code – software). Identification of risk reduction measures in the framework is accomplished in a hierarchical manner by considering inherent safety measures, passive and active engineered devices, and procedural measures (in that order). An industrial case study is presented to show how inherent safety measures such as dust minimization and dust/process moderation can be helpful in reducing dust and hybrid-mixture explosion consequences in a 400-m³ polyethylene storage silo.     

基于突变理论的近海船舶航行安全评价

基于船舶航行安全评价在海事预防与管理中的重要性,从"人-机-环境-管理"指标体系出发,结合近海航行船舶的特点及影响安全的因素,建立一个定量指标为主、定性指标为辅的4级安全评价体系;结合突变级数法和模糊综合评价对近海船舶航行安全进行评价和预测;最后以秦皇岛海域的5艘航行船舶为例进行实例演示。结果表明:用突变级数法对近海船舶航行进行安全评价得出的结论与实际情况基本吻合。应用突变级数法对近海船舶的安全状况进行实时监控、评价和预测,有助于海上运输的安全管理。