基于传递熵与KELM的炼油化工过程风险传播路径分析方法

基于炼油化工过程复杂,设备众多,某一设备的监测变量发生扰动可能会传播至其相邻设备引发出一系列故障链。现有方法多是针对某一设备进行监测与诊断,以期降低事故后果,而忽视了对过程风险传播路径的预测以防止事故的发生。因此,提出一种基于传递熵与核极限学习机的炼油化工过程风险传播路径分析方法,该方法针对某一工艺扰动,分析其在风险发展过程中的扰动传播过程,基于传递熵分析法建立炼油化工过程风险传播推绎模型;并提出一种基于KELM的风险传播搜索方法,预测风险传播路径;将该方法应用于分馏塔冲塔过程。研究结果表明:该方法可辨识出未来一段时间内风险的可能传播路径,以便操作人员及时采取预防措施,保证过程安全及产品质量。     

基于FAHP-MODM的矿井通风系统可靠性综合评价

为了提高矿井通风系统可靠性评价的准确性,结合模糊层次分析法和多目标决策理论对矿井通风系统可靠性进行综合评价。基于人-机-环-管理系统构建评价指标并确定评价策略,确定各指标主观权重和客观权重,利用线性加权法确定综合评价值并通过实例分析矿井通风系统各观测点的可靠性,对其进行优劣排序并得出可靠性等级。评价结果表明,FAHP-MODM可对矿井通风系统可靠性做出准确的评价。     

Setting the stage for the review of the international estimate of short-term intake (IESTI) equation

ABSTRACT

In the framework of setting Maximum Residue Limits (MRLs) for pesticides, both chronic and acute health risks to consumers arising from the long-term and short-term dietary exposure to pesticide residues have to be assessed. The current internationally harmonized approach for assessing the acute dietary exposure is based on deterministic methods for calculating the IESTI (International Estimate of Short-Term Intake). Recently, it became apparent that the IESTI approach needs a revision in the light of new scientific and political aspects. The main reasons that require this review were the lack of an international harmonization of the methodology which implies trade barriers as well as difficulties in risk communication concerning the public trust in regulatory systems. The most recent milestone in the scientific debate on a possible revision of the IESTI equation was an international scientific workshop held in Geneva in September 2015. The main objectives of this meeting were the re-evaluation, and where possible, the international harmonization of the input parameters for the IESTI equations as well as the equations themselves. The main recommendations from the workshop were (i) to replace the highest residue and supervised trials median residue with the maximum residue limit (MRL), (ii) to use a standard variability factor of three, (iii) to derive the P97.5 large portion value from the distribution of consumption values of dietary surveys expressed as kg food/kg bw/d, and (iv) to remove the commodity unit weight from the equations. In addition, the application of conversion factors and processing factors was addressed. On the initiative of the (World Health Organization) WHO Collaborating Centre on Chemical Food Safety at the National Institute for Public Health and the Environment (RIVM), the Netherlands, an international working group with members from the French Agency for Food, Environmental and Occupational Health and Safety, France (ANSES), Australian Pesticides and Veterinary Medicines Authority, Australia (APVMA), German Federal Institute for Risk Assessment, Germany (BfR), Chemical Regulation Division, the United Kingdom (CRD), European Food Safety Authority (EFSA), and RIVM, the Netherlands was formed after the IESTI workshop to conduct a comprehensive impact assessment of the proposed changes of the IESTI equations.     

Risk analysis of Chongqing urban rail transit network

Urban rail network safety is a critical sector of urban public safety. However, there is no uniform standard for the safety evaluation of the urban rail network. This paper presents a novel methodology by integrating a multilevel decision tree with a fuzzy analytical approach to enhance urban rail network safety. The proposed methodology overcomes serious limitations such as subjectivity in the data and independence of the variables in decision-making processes. The proposed methodology is applied to the risk evaluation of the selected Chongqing rail transit lines and the Expo Line. The risk analysis is considered using the field data collected from these transit lines. The applied case studies confirm the general applicability of the methodology and the multilevel decision tree network. The main risk factors identified for the Chongqing rail traffic system are the terrorist threat, emergency management, and aging infrastructure which need to be investigated as a priority to mitigate risk associated with these infrastructures.     

On the application of the window of opportunity and complex network to risk analysis of process plants operations during a pandemic

To quantify the pandemic specific impact with respect to the risk related to the chemical industry, a novel risk analysis method is proposed. The method includes three parts. Firstly, the two types of “window of opportunity” (WO) theory is proposed to divide an accident life cycle into two parts. Then, a qualitative risk analysis is conducted based on WO theory to determine possible risk factors, evolution paths and consequences. The third part is a quantitative risk analysis based on a complex network model, integrating two types of WO. The Fuzzy set theory is introduced to calculate the failure probabilities of risk factors and the concept of risk entropy is used to represent the uncertainty. Then the Dijkstra algorithm is used to calculate the shortest path and the corresponding probability of the accident. The proposed method is applied to the SCR denitrition liquid ammonia storage and transportation system. The results show that it is a comprehensive method of quantitative risk analysis and it is applicable to risk analysis during the pandemic.     

基于熵权-TOPSIS模型的企业安全文化评估系统设计

为能够评估出企业安全文化建设水平,以系统论、安全管理、现代信息技术等多学科理论为基础,深入挖掘安全文化体系要素,分析各要素理解要点及实施要点,探讨企业安全文化体系评估程序和内容,提出基于熵权-TOPSIS 深度分析模型的定性和定量相结合方法对安全文化结果进行深度分析;在“互联网+”背景下充分利用现代信息技术发展的最新成果,针对企业安全文化评估要点,设计企业安全文化评估系统。结果表明:该评估体系可为实现企业安全文化评估的信息化、数据化和可视化提供解决方案。     

基于模糊数学的大气环境质量综合评价

鉴于大气环境质量评价中客观存在的不确定性和模糊性,运用模糊数学方法,选用SO2、NO2、PM10作为评价因子,参照大气环境质量标准,通过计算污染因子权重分配系数和隶属度对乌鲁木齐市2004年至2010年大气环境质量给出客观的评价,综合评价结果表明乌鲁木齐市总体大气环境质量为轻度污染(三级),但空气质量在逐年好转,SO2和PM10依然是乌鲁木齐市空气质量的制约因子,且NO2的权重在逐年上升。模糊综合评判考虑环境空气质量评价的模糊性,根据污染物浓度对各级别的贴近度考察污染物的级别,评价结果比较直观,可以细致准确的评价环境质量等级,评价结果基本可以反映环境空气污染的情况。     

中草药复合诱食剂对锦鲤的生长影响

选用80尾初始体长4.7cm左右、体色均一健康的锦鲤,随机分为4个组。其中,Ⅰ为对照组,饲喂基础饲料;Ⅱ、Ⅲ、Ⅳ为实验组,分别在基础饲料中添加100mL/kg、150mL/kg、200mL/kg的中草药复方。研究一副中草药复方对锦鲤诱食活性的影响,记录试验数据,并用Excel和SPSS软件进行分析。饲喂15d的结果表明,本实验所用该副中草药复方对锦鲤具有诱食反应。其中,Ⅱ组P=0.0010〈0.05、Ⅲ组P=0.0042〈0.05、Ⅳ组P=0.016〈0.05,说明其诱食效果有显著意义。不同浓度的中草药复方对锦鲤生长效果的影响差异很大,其中Ⅲ对锦鲤有显著的促生长作用。与对照组相比,增重率提高了23.090%,饵料系数降低了0.459。     

绿色经济视角下环渤海经济圈经济效率的再评价——基于熵权法和DEA—Malmquist方法

长期以传统GDP作为衡量经济发展的单一评价指标,造成了一系列环境问题,已不能满足科学发展观的要求。以绿色经济为视角,通过计量方法重新计算包含环境成本的相对绿色GDP,发现环渤海地区除北京市以外,在经济总量扩张的同时环境压力不断增加。将计算得到的相对绿色GDP作为DEA—Malmquist模型的产出指标,重新评价环渤海地区的经济效率,发现新的效率值明显低于传统GDP下的经济效率,并有不断下降的趋势。     

丝状菌对生物淋滤去除底泥中重金属的促进作用

利用氧化亚铁硫杆菌(Acidithiobacillus ferrooxidans,A.f)对采自株洲霞湾港底泥中的Cu、Cd、Pb和Zn 4种重金属进行生物淋滤实验,在实验中加入丝状菌考察其对重金属去除效果的影响。结果表明,丝状菌可以有效抑制低分子量有机酸对A.f的毒害作用,促进各种重金属的去除。当加入10%(体积比)的丝状菌后,生物淋滤过程中系统pH值在5 d内降低到2以下,Fe2+在4 d内完全氧化。经过10 d的处理,Cu、Cd、Pb和Zn 4种重金属的最高去除率分别达到76.3%、92.5%、52.6%和88.5%,与不加入丝状菌的处理相比,达到最大去除率所需的时间缩短1~2 d,4种重金属中,丝状菌的加入对Pb的去除促进作用最为明显,其去除率增加1倍左右。因此,在生物淋滤处理重金属-有机物复合污染底泥工艺中接入丝状菌对处理效果有很好的促进作用。