基于Elman神经网络的流体管道泄漏点检测定位

目的通过Elman神经网络预测对泄漏点进行过检测定位。方法基于流体压力波的负压波法及反馈型Elman神经网络方法,开展水力输运管道的泄漏定位研究。利用Flowmaster仿真软件中的水力输运模型建立长度为1100 m的一维管路系统,针对此系统开展不同管路状态参数下的数值仿真计算。结果通过小波变换技术实现了数据降噪与奇异点捕捉,完成了泄漏点位置的估算。同时,借助反馈型Elman神经网络,开展了不同泄漏工况下的网络训练和预测,利用经过训练的神经网络对所选取的5组泄漏点完成了定位预测,最大测试误差为1.83%。结论通过Elman神经网络预测得到的结果与实际泄漏位置进行对比,验证了反馈型神经网络方法在管路泄漏智能定位问题中的准确性与有效性。     

废轮胎多孔隙消波结构物特性之初期研究

基于废旧轮胎再利用及研发简易且低廉的施工方法与维护成本,本研究以规则波水工模型试验研究提出应用于港口码头的多孔隙弹性帷幕的初步理念。利用模型车轮胎以模块化方式组装成弹性帷幕后安装于码头前壁,研究多种周期波浪作用及不同消波室纵深对波浪反射率的影响。实验结果表明,简单的单一消波室多孔隙弹性帷幕对短周期波浪的消波效果较显著,消波室纵深较大者反射率较低,但可能引致水体振荡,后续可再强化消波室的消能效果。未来如能妥善研究废旧轮胎应用于多孔隙弹性帷幕消波结构物的施工与维修方法,除可缓解废旧轮胎处理给环境带来的压力外,也提供一种可用于简易渔港的施工简单、维修容易且资源再利用的消能结构物,该工程技术亦可输出至发展中国家,符合可持续发展观。     

岛屿地形下的核电厂护岸防洪设计研究

对国内第一个岛屿地形下核电厂的护岸防洪设计进行了研究,提出直立式护岸结构方案以满足核电厂防洪和避让毗邻海岛的要求。在波浪数值模拟计算结果基础上,开展了波浪整体物理模型试验、波浪局部整体物理模型试验和波浪断面物理模型试验,对护岸的越浪量和结构稳定性进行了优化验证。研究结果表明,岛屿地形下,波浪破碎和波能集中导致护岸堤身坡脚处波高增大,须加高挡浪墙和优化挡浪墙结构型式;在相同的越浪量标准下,采用直立堤结构相对斜坡堤结构对应的护岸挡浪墙的高程须明显加高;利用部分海岛地形斜坡高地作为厂区护岸一部分时,原状海岛地形斜坡高地处的波浪爬高效应明显,须加高邻近护岸挡浪墙的高程。     

漳州古雷“4·6”事故居民疏散行为调查及相关性研究

为研究危化品爆炸事故应急处置过程中,事故地点周边居民疏散行为及心理特征,设计预疏散、疏散、返程3个阶段对漳州古雷“4·6”事故居民的行为反应进行问卷调查,运用皮尔逊卡方检验对问卷调查统计结果进行相关性分析,得出40组存在显著相关性的变量组,选取20组典型变量组进行分析。研究结果表明:高学历人群和有疏散经历的人群在疏散中表现的更冷静并且传递信息的意识更强;口头通知在众多疏散通知方式中对疏散的效果最好;有异常感知的人群在疏散中惯性行为更明显,耐心更差;性别和家庭人口数量差异对于人群的疏散行为的影响并不显著。     

隧道内氨气泄漏扩散分布特征数值模拟

为分析运输过程中液氨罐车在隧道内泄漏的危险性,利用Fire Dynamics Simulator(FDS)软件模拟氨气在隧道内的扩散过程,发展了隧道内氨气泄漏扩散体积分数分布特征经验公式。采用大涡模拟处理湍流流动,以便兼顾计算精度和计算效率。考虑储罐车发生泄漏后停止不动,液氨在泄漏瞬间转变为气体,模拟在连续点源泄漏情况下的氨气射流及扩散过程。结果表明,高体积分数危险区域主要集中在隧道顶棚附近,更高截面的体积分数处于爆炸极限的区域更长。泄漏源与洞口之间的隧道中段区域的体积分数梯度相对两端较小,此中段区域也是人员安全高度截面最高氨气体积分数发生位置。最大泄漏量情况下氨气在沿纵向扩散过程中平均运动速率保持在0.63~1.06 m/s,扩散速率随纵向距离增加而降低。顶棚氨气体积分数升高程度随纵向距离增加呈幂函数降低,体积分数沿纵向衰减规律适用于其他泄漏量的情况。后期工作可考虑开展缩尺试验,并同时考虑通风条件等因素对氨气泄漏扩散的影响研究。发展的氨气在隧道内泄漏扩散的体积分数分布经验公式可为氨气事故后果评价、应急处置等工作提供参考。     

Development of a mitigation system against hydrogen-air deflagrations in nuclear power plants

A novel mitigation system against hydrogen-air deflagrations in nuclear power plant buildings is proposed and developed through a series of field experiments using explosion vessels of different volume sizes. The mitigation system is installed on the outer surface of the vessels, and it comprises flame arrester and explosion air bag. The flame arrester is made by stacking 10–20 sheets of fine-mesh wire screens, and the air bag is connected for holding explosion gas. The successful mitigation mechanism is the sequence of pressure-rise reduction by the air bag expansion, flame quenching by the flame arrester, and the slow burning of the gas mixture sucked from the air bag back into the vessel due to the negative pressure caused by the rapid condensation of water vapor inside the vessel. Necessary conditions for the successful mitigation system are discussed, and the practical unit size of flame arrester sheet is recommended.     

Gas dispersion risk analysis of safety gap effect on the innovating FLNG vessel with a cylindrical platform

While the effect of the safety gap on explosions is well known, little has been carried out to evaluate the effect of the safety gap on dispersion of gas releases, this paper evaluates the effect of safety gap on gas dispersion for a cylindrical Floating Liquefied Natural Gas (FLNG) vessel. The realistic ship-shaped and circular FLNG platforms are established and used for the detailed CFD based analysis; rather than the structural and hydrodynamics advantages of mobility, stability and cost efficiency etc., this study aims to investigate the safety of gas dispersion on the cylindrical FLNG and compare the safety gap effects on different configurations. A series of different safety gap configurations are evaluated for gas dispersion occurring in near field for the traditional FLNG while both near field and far field gas dispersion simulations are conducted on the cylindrical one. The overall results indicate that the safety gap is effective in reducing the gas cloud size in both FLNG configurations, however, when it comes to the gas dispersion in the far field against the leakage point, the safety gap increases the gas cloud size in the cylindrical FLNG vessel on the contrary.     

Influence of built-in obstacles on unconfined vapor cloud explosion

The obstacle structure in the vapor cloud has a significant influence on the gas explosion. Obstacles could not only lead to the acceleration of flame, but also they may occupy some space, thus affecting the amount of combustible gas. In this paper, a new two-step method was proposed to respectively study the effects of the obstacles amount and volume blockage ratio (VBR) on the gas explosion by using Computation Fluid Dynamic software AutoReaGas, and the obstacles in the vapor cloud were set to “Solid” instead of “Subgrid”. Based on the results and analysis, it is found that the peak overpressure and the maximum combustion rate rise with the increase of the number of obstacles for a single VBR, which indicated that the vapor cloud explosion of more obstacles was more dangerous for a single VBR. However, under a single number of obstacles, the peak overpressure and the maximum combustion rate increase firstly and then decrease as VBR increases and reach the highest at the VBR of 0.74, which indicated that the intensity of vapor cloud explosion reach a peak at a certain VBR in the middle instead of the largest. In addition, the existence and structure of obstacles have little effect on the size of explosion fireball when the size and concentration of combustible gas cloud are the same.     

亚氯酸钠/纯碱溶液处理硝基甲烷工艺废气的脱硝研究

针对硝基甲烷工艺尾气中的高浓度氮氧化物的去除问题,在自行设计的四级填料喷淋吸收塔中进行湿法脱硝研究,实验条件下总脱硝效率能达到85%。实验先采取亚氯酸钠溶液对尾气进行氧化处理,后使用纯碱溶液对尾气进行吸收处理,并对气速、液气比、温度、溶液pH值等工况参数进行了研究,确定了最佳实验条件。