京津冀PM2.5时空分布特征及其污染风险因素

为分析京津冀及其周边区域2013年典型污染事件中PM_2.5的时空分布特征及污染风险因素,根据国家城市环境空气质量实时发布数据和京津冀地区地理国情信息监测成果,采用空间数据挖掘方法对PM_2.5污染的热点区域进行了划分;并采用地理探测器定量分析了PM_2.5污染风险因子及其影响程度. 结果表明:在选取的京津冀6个城市中,在PM_2.5污染事件统计上存在保定—廊坊—北京—天津—承德—张家口的污染顺序. PM_2.5污染在空间上呈河南省(山东省)—河北省—北京市(天津市)一线的带状分布特征,在单次污染事件中,城市间的PM_2.5污染存在空间运移关系. 空间热点探测表明,京津冀及其周边区域主要分为5个热点聚集区,其中3个高值区分布在北京市、天津市、河北省和山东省的中部,面积分别为5.31×104、10.26×104、5.04×104 km2. 在8个污染风险因子中,污染企业总数(影响力为0.97,下同)、降水量(0.93)、地形坡度(0.89)对PM_2.5污染的影响显著高于其他风险因子;其他风险因子影响力排序依次为人口数量(0.60)、降水量大于0.1 mm的降水日数(0.57)、地表覆盖类型(0.52)、年均相对湿度(0.51)、年均风速(0.33),但风险因子间相比没有显著性差异. 研究显示,京津冀地区PM_2.5污染的主要因素是污染物排放,其次,气象要素中的年降水量和自然地理环境中的地形坡度也是影响PM_2.5污染特征的重要风险因子.      

Effects of multitasking on operator performance using computational and auditory tasks

This study investigated the effects of multiple cognitive tasks on human performance. Twenty-four students at North Carolina A&;T State University participated in the study. The primary task was auditory signal change perception and the secondary task was a computational task. Results showed that participants' performance in a single task was statistically significantly different from their performance in combined tasks: (a) algebra problems (algebra problem primary and auditory perception secondary); (b) auditory perception tasks (auditory perception primary and algebra problems secondary); and (c) mean false-alarm score in auditory perception (auditory detection primary and algebra problems secondary). Using signal detection theory (SDT), participants' performance measured in terms of sensitivity was calculated as ?0.54 for combined tasks (algebra problems the primary task) and ?0.53 auditory perceptions the primary task. During auditory perception tasks alone, SDT was found to be 2.51. Performance was 83% in a single task compared to 17% when combined tasks.     

近50年中国温带地区不同景观带气温变化对比研究

运用线性趋势分析、气候倾向率分析和Mann-Kendall突变检验等方法对中国1962年-2011年温带地区不同景观带气温数据进行分析,研究温带地区不同景观带气温变化趋势以及气温突变状况,分析气温变化的异同。研究结果表明：近50年中国温带地区森林、草原、荒漠三个景观带的年平均气温、四季气温、年平均最高、最低气温都呈现显著增加的趋势,且均存在突变现象,虽然同属温带地区,但是气温增长速率及突变时间存在差异。温带草原带和温带森林带是气候变化的敏感区。     

乌鲁木齐城市群内部大气污染特征及趋势对比

为了更好地协调乌鲁木齐城市群内部环境、经济的可持续发展,采用2011—2013年乌鲁木齐市、阜康市、五家渠市、昌吉市、石河子市5个城市的API日数据、日气象数据、PM10、SO2、NO2日均浓度值,对比分析大气污染特征,首要污染物及其变化趋势,再结合经济因素、气象因素、城市群内部之间相互影响等讨论防止空气污染的措施。     

Fault diagnosis of pipeline and pump unit systems using status coupling analysis

Earlier studies on fault diagnosis of the pipeline and pump unit systems (PPU) relied mainly on independent equipment analyses, which usually lead to false alarms because of the loss of information fusion. The aim of this study is to utilize the status coupling relationship to improve fault detection sensitivity and reduce false alarm rate. A real-time status identification of related equipment step is added between capturing abnormal signals and listing out diagnosis results. For example, when the pipeline pressure fluctuation is found abnormal, a status analysis of pump units is performed immediately, if the pump units are proven to be operational normally, then the pipeline leak alarm is acknowledged valid. The logical reasoning algorithm is used to capture abnormal conditions of pipeline pressures. The pump unit faults are captured by combining information from multiple sources. Field applications show that the proposed method significantly improves the PPU fault detection capability on fault detection sensitive and accuracy.     

分布式光纤火灾探测系统敷设间距研究

通过开展真实火灾实验和数值模拟研究,考察隧道内温度变化情况,对比分析不同高度的分布式感温光纤对温升或温差的响应规律,进一步研究光纤敷设间隔与隧道高度的关系。结果表明,光纤敷设的最大间隔应随着隧道高度的增加而逐渐减小。最后,对照国内各地方标准及其他国家的标准规定,得到不同敷设高度感温光纤对应的最优光纤敷设间距。该研究结果对分布式光纤火灾探测系统的实际应用有一定指导作用。     

Probabilistic multiple model neural network based leak detection system: Experimental study

This paper presents an effective decision making system for leak detection based on multiple generalized linear models and clustering techniques. The training data for the proposed decision system is obtained by setting up an experimental pipeline fully operational distribution system. The system is also equipped with data logging for three variables; namely, inlet pressure, outlet pressure, and outlet flow. The experimental setup is designed such that multi-operational conditions of the distribution system, including multi pressure and multi flow can be obtained. We then statistically tested and showed that pressure and flow variables can be used as signature of leak under the designed multi-operational conditions. It is then shown that the detection of leakages based on the training and testing of the proposed multi model decision system with pre data clustering, under multi operational conditions produces better recognition rates in comparison to the training based on the single model approach. This decision system is then equipped with the estimation of confidence limits and a method is proposed for using these confidence limits for obtaining more robust leakage recognition results.     

光离子检测技术在职业病危害因素监测中的创新应用

通过对比国内外传统、现代的职业病危害因素的检测方法，确定了光离子检测技术的可行性。介绍了光离子检测技术的原理、使用方法等特点，总结了炼化企业将光离子检测技术应用到职业病危害因素的创新方法以及取得的效果。