民航不安全事件报告危险源识别模型

为了识别民航不安全事件的发生原因,从民航不安全事件报告出发,提出了一种基于LDA主题模型和Word2Vec模型的民航不安全事件报告危险源识别模型。首先,构建危险源标签分类表,选取民航不安全事件报告与Wiki中文数据库作为数据源,然后利用LDA主题模型得出民航不安全事件报告的主题概率分布与词概率分布,最后利用Wiki中文数据库训练Word2Vec模型得到词向量,进而计算文档主题与不同危险源标签之间的相似度,得出民航不安全事件报告的危险源分类。结果表明,该模型的精准率为77.7%、召回率为86.8%、F为82.0%,能够有效识别各民航不安全事件报告的危险源。     

汽车环境风洞地面区域流场数值仿真

目的 探究汽车环境风洞地面区域流场规律,获取风洞边界层抽吸装置的最佳抽吸率和底盘测功机对风洞地面区域边界层厚度、风速、总压和静压的影响规律,并比较MRF法和旋转壁面法对底盘测功机转毂转动模拟的精度。方法 运用计算流体动力学方法对汽车环境风洞流场进行数值仿真计算。结果 边界层抽吸装置对应于喷口风速120 km/h时的最佳抽吸率为0.048。底盘测功机区域总压呈现下降趋势。相比于存在底盘测功机,汽车环境风洞无底盘测功机时,底盘测功机区域内相同位置的边界层厚度会增加1.28～12.22 mm。在前转毂的前侧、上侧、后侧和后转毂的上侧和后侧会有一个高风速区域,区域内风速比设定风速高1%～4%,与无底盘测功机相比,区域内静压值低0.32～46.02 Pa。在前后转毂前侧和后侧与地面相连接的凹部会有一个低风速区域,区域内风速比设定风速低1%～5%,与无底盘测功机相比,区域内静压值高0.08～49.34 Pa。底盘测功机转毂的转动会使附近区域的地面边界层厚度变大。在前转毂前侧,采用旋转壁面法进行模拟比MRF法地面边界层厚度增加近8 mm,而在其他位置,2种模拟方法对边界层厚度的模拟差别在1.5 mm...     

Optical counter response to monodisperse atmospheric aerosols

The response of a single particle optical counter to monodisperse fractions of ambient Los Angeles aerosols was determined. The monodisperse atmospheric aerosols were obtained using a differential mobility analyzer to select particles of a unifom geometric diameter. The optical counter response for atmospheric aerosols was compared to that for polystyrene latex spheres and to oleic acid particles of the same geometric diameter. Measurements were done with a Particle Measuring Systems (Boulder, CO) LAS-X optical counter of the type used for the Southern California Air Quality Study. The responses to atmospheric particles with diameters of 0.30, 0.38, 0.497 and 0.624 μm were measured at different times between 16 and 30 July 1987. The atmospheric aerosols were found to scatter less light than polysterene latex particles (refractive index = 1.59−0.0i), but about the same amount of light as oleic acid spheres (1.46−0.0i) of the same geometric diameter. On several occasions it was found that atmospheric particles of 0.497 μm geometric diameter produced two distinct optical diameters, indicating heterogeneity in composition among individual particles of this size.     

空中交通尾流间隔标准的安全性评估分析

为了分析现行尾流间隔的安全性,建立了尾涡安全评估模型,基于国内现行尾流间隔标准,对诱导滚转力矩系数和所需滚转角速度计算数据进行统计,选择所需滚转角速度作为安全性衡量指标。计算分析了气象条件尾涡遭遇严重度的影响,对不同机型类别组合下的所需滚转角速度计算数据进行统计分析。研究结果表明:与滚转力矩系数相比,所需滚转角速度更适合作为尾流安全性的衡量指标;在顶风条件下可适度缩减所需的尾流间隔,提高空管运行效率;不同类别组合下的当量均值可以反映不同类别组合下的安全程度和潜在的间隔缩减潜力,当量标准值则可反映类别中所属机型之间的差异性。     

Estimation of incremental reactivities for multiple day scenarios: an application to ethane and dimethyoxymethane

Single-day scenarios are used to calculate incremental reactivities by definition (Carter, J. Air Waste Management Assoc. 44 (1994) 881–899.) but even unreactive organic compounds may have a non-negligible effect on ozone concentrations if multiple-day scenarios are considered. The concentration of unreactive compounds and their products may build up over a multiple-day period and the oxidation products may be highly reactive or highly unreactive affecting the overall incremental reactivity of the organic compound. We have developed a method for calculating incremental reactivities for multiple days based on a standard scenario for polluted European conditions. This method was used to estimate maximum incremental reactivities (MIR) and maximum ozone incremental reactivities (MOIR) for ethane and dimethyoxymethane for scenarios ranging from 1 to 6 days. It was found that the incremental reactivities increased as the length of the simulation period increased. The MIR of ethane increased faster than the value for dimethyoxymethane as the scenarios became longer. The MOIRs of ethane and dimethyoxymethane increased but the change was more modest for scenarios longer than 3 days. MOIRs of both volatile organic compounds were equal within the uncertainties of their chemical mechanisms by the 5 day scenario. These results show that dimethyoxymethane has an ozone forming potential on a per mass basis that is only somewhat greater than ethane if multiple-day scenarios are considered.     

Review on recent progress in on-line monitoring technology for atmospheric pollution source emissions in China

Emissions from mobile sources and stationary sources contribute to atmospheric pollution in China, and its components, which include ultrafine particles (UFPs), volatile organic compounds (VOCs), and other reactive gases, such as NH₃ and NO_x, are the most harmful to human health. China has released various regulations and standards to address pollution from mobile and stationary sources. Thus, it is urgent to develop online monitoring technology for atmospheric pollution source emissions. This study provides an overview of the main progress in mobile and stationary source monitoring technology in China and describes the comprehensive application of some typical instruments in vital areas in recent years. These instruments have been applied to monitor emissions from motor vehicles, ships, airports, the chemical industry, and electric power generation. Not only has the level of atmospheric environment monitoring technology and equipment been improving, but relevant regulations and standards have also been constantly updated. Meanwhile, the developed instruments can provide scientific assistance for the successful implementation of regulations. According to the potential problem areas in atmospheric pollution in China, some research hotspots and future trends of atmospheric online monitoring technology are summarized. Furthermore, more advanced atmospheric online monitoring technology will contribute to a comprehensive understanding of atmospheric pollution and improve environmental monitoring capacity.     

汽车环境风洞试验能力综述

环境适应性试验是车辆研发验证过程中必不可少的环节,而汽车环境风洞已经成为环境适应性开发验证的重要设施.简述了车辆环境适应性测试方法以及汽车环境风洞的发展历史;详细介绍了汽车环境风洞实验室的组成以及各个子系统的功能和参数;重点介绍了汽车环境风洞的试验能力,包括可以开展的试验车型和试验项目,特别是依托环境风洞才能完成的汽车极限气候性能模拟试验,以及达到这些能力所需要的设备指标.并结合目前行业现状,对汽车环境风洞的使用和发展进行了总结和展望.     

空调假人温度修正试验研究

目的使空调假人得到的温度数据更加接近真实数值。方法采集相同环境下真人衣服表面温度与空调假人的温度,并将二者的数据进行对比和拟合。结果揭示了空调假人温度与真人衣服表面温度之间的关系,将二者的关系拟合为二次方程,得到了空调假人温度修正公式,使空调假人温度数据更接近真人衣服表面的实测温度数据。结论对比发现,空调假人所采集的温度数据与真人温度数据有较大不同。得到的修正公式可用于基于空调假人的热舒适性评价,可以提高热舒适性计算的准确性。与传统方法相比,该方法计算简便,有利于工程中的实际应用。     

WLTC循环下汽油车氨排放影响因素分析

为研究WLTC（worldwide light-duty test cycle,全球轻型汽车驾驶循环）循环下常规污染物和行驶工况对汽油车NH₃排放的影响,选定一辆满足国Ⅴ排放标准、配备TWC（three way catalyst,三元催化器）尾气后处理装置的轻型汽油车,测定其在WLTC循环下CO₂、CO、NO_x和NH₃的摩尔排放量.结果表明:CO、NO_x与NH₃排放的线性相关系数分别为0.626和0.321.NH₃高排放的出现除了伴有CO的高排放外,还需车辆具有高速和持续的正向加速度.用配备TWC尾气后处理装置前、后NO_x排放量的差值表示NO_x的转化量发现,NO_x的高转化量并不一定对应NH₃的高排放量,在循环后期大量产生的NO_x会抑制NH₃的排放.由于VSP（vehicle specific power,比功率）能综合反映行驶工况,研究行驶工况对NH₃排放的影响时主要分析VSP与NH₃之间的关系,通过VSP聚类方法将VSP划分为不同区间,得出当VSP Bin（vehicle specific power bin,比功率区间）大于0时,基于CO₂的NH₃排放基本呈随VSP Bin增大而增加的规律,并且基于CO₂的NH₃排放量最大值对应的VSP Bin为持续正向加速工况.研究显示,常规污染物中CO和NO_x对NH₃的排放会产生不同程度的影响,加速度作为行驶工况的表征参数之一会直接或通过影响CO和NO_x的排放间接影响NH₃的生成.      

基于实际飞行数据的首都机场飞机发动机日排放清单估算方法研究

根据航班实际飞行数据估算机场飞机主发动机排放量,可以提升机场排放清单编制的准确度.基于北京首都机场某日运行数据和国内1326架次航班的机载飞行数据(QAR数据),研究了基于飞行数据的机场飞机主发动机排放清单制定方法.采用一阶近似3.0(FOA3.0)方法补充国际民航组织发动机排放数据库颗粒物基准排放指数,结合QAR数据,应用波音燃油流量法2(BFFM2)估算了实际飞行条件下污染物排放指数,编制了首都机场该日飞机主发动机排放清单,分析了首都机场航班排放特征.在此基础上,探讨了结合实际数据本地化的着陆和起飞循环,以期为机场飞机主发动机排放量的快速准确核算提供新的思路.结果发现,该日航班主发动机HC、CO、NO_x和PM_(2.5)排放量分别为933.9、10967.8、14703.5和85.5 kg,较标准LTO循环估算结果的偏差分别为15.6%、13.2%、-29.1%和-18.9%.NO_x排放主要集中在起飞和爬升阶段,占其排放总量的68.0%;HC和CO排放主要集中在滑行和慢车阶段,分别占其排放总量的90.0%和88.0%;PM_(2.5)在各飞行阶段的排放较为平均.对于单位LTO循环,航班滑行过程中平均排队等候(地速为零)时间为7.7 min,产生的HC、CO、NO_x和PM_(2.5)分别占总滑行阶段对应污染物排放量的26.3%、27.5%、25.7%和27.5%,这一部分排放量有望通过场面运行优化进一步控制.