Dynamic risk assessment for underground gas storage facilities based on Bayesian network

Loss of the underground gas storage process can have significant effects, and risk analysis is critical for maintaining the integrity of the underground gas storage process and reducing potential accidents. This paper focuses on the dynamic risk assessment method for the underground gas storage process. First, the underground gas storage process data is combined to create a database, and the fault tree of the underground gas storage facility is built by identifying the risk factors of the underground gas storage facility and mapping them into a Bayesian network. To eliminate the subjectivity in the process of determining the failure probability level of basic events, fuzzy numbers are introduced to determine the prior probability of the Bayesian network. Then, causal and diagnostic reasoning is performed on the Bayesian network to determine the failure level of the underground gas storage facilities. Based on the rate of change of prior and posterior probabilities, sensitivity and impact analysis are combined to determine the significant risk factors and possible failure paths. In addition, the time factor is introduced to build a dynamic Bayesian network to perform dynamic assessment and analysis of underground gas storage facilities. Finally, the dynamic risk assessment method is applied to underground gas storage facilities in depleted oil and gas reservoirs. A dynamic risk evaluation model for underground gas storage facilities is built to simulate and validate the dynamic risk evaluation method based on the Bayesian network. The results show that the proposed method has practical value for improving underground gas storage process safety.     

基于BERT-BILSTM-CRF模型的电力行业事故文本智能分析*

为解决电力行业事故报告文本较长、语义复杂,难以进行有效文本识别问题,提出1种以BERT作为底层的预训练模型,并设计1种双重注意力机制编码器,结合BILSTM-CRF深度挖掘事故文本语义特征,从而实现文本智能分析。首先构建电力词典,通过对BERT预训练,进行BIO标注,然后引入BILSTM-CRF模型实现对文本标签智能分类,最后将该模型与现行其他4种深度学习模型进行对比。研究结果表明:该模型智能识别精确率、召回率及F1值(查准率)均达到约97%,较其他4种模型中效果最好的模型分别提高0.02,0.03,0.02。研究结果可为电力行业事故报告文本分析提供1种新思路。     

CuSnZr三元催化剂应用于NTP强化催化脱硫过程的特性

为高效地在低温下处理大量低浓度电解铝烟气, 采用浸渍法制备了Sn Zr型金属氧化物并添加Cu作为助剂的催化剂, 并首次测试了它在低温等离子体(NTP)技术上的脱硫效果, 结果表明负载了20wt% Cu老化温度为40℃的催化剂表现出最佳的脱硫性能.并对强化之后的催化剂进行了表征, 与新鲜的催化剂对比, X射线衍射分析(XRD)结果表明放电对催化剂晶型基本不产生影响; 扫描电子显微镜(SEM), 氮吸附和脱吸(BET)表明放电会使催化剂的吸附脱附能力与孔道结构有较大提升; X射线光电子光谱(XPS)也表明放电会使催化剂表面元素价态变化, 从而使其氧化还原性能改变, 反应路径发生偏向; 催化剂性能理论计算表明铜含量的上升会导致催化剂能带结构改变, 更好利用于激发气体.     

液化石油气槽车泄漏处置专用接头套组的应用探讨

针对消防救援车辆缺乏专业堵漏和倒罐装备、应急处置受限等问题,研究采用专用注压接头套组与消防车配合,通过向事故槽车阀门注水加压或惰性气体的方式实施辅助堵漏,能够实现因地制宜、快速有效地解决现场液化石油气大量泄漏的问题,降低事故危害。     

民用飞机实验室APU开车高温尾气排放影响因素分析

目的 对民用飞机APU在气候实验室内开展极端气候环境下的起动和工作试验,建立一种APU高温尾气安全排放方法。方法 用CFD仿真手段对采用排气管道将APU高温尾气排出气候实验室的可行性及影响因素(包括管道直径、距离、背压等)进行系统性分析研究。结果 气管道入口距离APU管道出口过近时,将有利于APU排气,引射比ε与排气管道出口压力Pex及排气管道直径D线性相关,排放温度tex与管道直径D成反比。在排气管道入口设置平滑收敛段,利于消除涡流,减轻负压程度,并在一定范围内提高引射比。结论 采用管道被动排气是可行的,合适的排气管道设计为D/d=2.0,L/d=1.5,并在管道入口设置平滑收敛段。     

极端梯度提升与随机森林融合的天然气露点预测方法

目的 解决目前水露点数据多为人工采用测量仪器测得,时效性低且成本高昂的问题。方法 建立一种基于极端梯度提升(XGBoost)和随机森林(RF)的天然气水露点预测方法。采用XGBoost方法对所有监测工艺参数进行分析,筛选出主要影响水露点的关键工艺特征参数,以排除无关特征参数对预测的干扰。建立RF预测模型,输入关键特征集参数,实现对水露点的实时预测。以重庆气矿某脱水监测系统监测数据与生产数据为例,对所提预测方法进行对比分析验证。结果 相较于XGBoost、SVM等预测方法,RF模型具有最佳的预测性能,且经过XGBoost特征选择后,RF预测结果的MAE值降低了0.016 9 ℃,RMSE值降低了0.014 6 ℃。结论 基于极端梯度提升与随机森林融合的水露点预测方法具有更优的预测精度与鲁棒性,对指导脱水现场生产具有积极作用。     

流域开发的外部性及其内部化

流域是地表水的集水区域。流域问题的本质是水。水是可持续发展的基础和条件，是环境与发展问题的核心。流域开发是以水资源为先导和主体的综合资源开发。实现流域经济可持续发展实质就是实现流域水资源可持续开发和利用。外部性是流域开发的基本特征，水资源的特性决定了流域开发的外部性。实现流域开发的外部性内部化是流域经济可持续发展的关键。实现流域开发外部性内部化，必须界定流域资源产权，明确流域开发主体；建立税收－补贴体系，对水资源合理定价；坚持“排污者付费原则”；建立流域水资源市场，实现水资源资产化管理。同时，政府要加强流域的管理；建立健全水资源保护与流域开发的法律体系；普及保护环境和水资源的教育，建立节水观念；支持和鼓励流域开发企业实行外部成本内部化措施；调整产业结构，深化国有企业改革。     

清洁生产的回顾与展望——世界及中国推行清洁生产的进程

为促使清洁生产在新的世纪里持久深入地进行 ,有必要对其过去二十多年的发展历程进行回顾总结 ,也非常有必要对其发展趋势做出判断预测。本系列文章共包含两个部分 ,第一部分回顾了世界范围内及我国推行清洁生产的进展情况 ,第二部分归纳了国际上清洁生产的成功做法和发展趋势 ,并在此基础上指出了我国未来几年内的清洁生产工作重点     

Towards Rio + 10 – Trend of Environmentalism and Implications for Sustainable Livelihoods in the 21st Century, The Context of Southern African Region

Since the Rio conference, many countries and organisations, including the environmental movement, bilateral and multilateral institutions have endeavoured to carry out activities related to the implementation of Agenda 21. These have mostly been done with or without other outcomes of the conference. Several environmental management and sustainable development agenda have been pursued to halt the continually degrading environment. Other programmes have concentrated on outburst of economic development at the expense of the environment and the worsening poverty especially in the South. This paper therefore seeks to examine a paradigmatic shift in environmentalism, emphasising the link between agenda 21 and sustainable livelihoods. It seems though the history of the environmental movement has been forgotten after the Rio conference by the whole world. This might probably be due to complacency with the results of the UNCED conference. However, it is now obvious that clear objectives to implement the results of UNCED are almost lacking with little or no proper supervision, and further threatening the existence of mankind. The environmental movement and associated milestones have had significant impacts on the current status of the global commons. Regionally in most of southern Africa, livelihood issues are in the forefront of efforts to sustain environmental resources, and minimising proximate causes of global environmental change.     

中国农业可持续发展的策略措施

中国农业经历了多种策略阶段,可持续发展策略是新近出现的最先进、最适合现在和将来农业发展的策略。新策略带有系统性原理,其实质是发展与生态环境保护协调的农业。因此,可持续发展措施应同时重视解决农业经济发展与生态环境保护两方面的问题。据此,本文提出了六项措施。