YOLOv4目标检测算法在煤矿工人口罩佩戴监测工作中的应用研究*

为防止煤矿工人吸入过量粉尘而导致职业性尘肺病,基于Keras框架利用YOLOv4 (you only look once)目标检测算法对井下人员佩戴防尘口罩情况进行高精度且快速的检测与识别,并与MTCNN(Multi-task convolutional neural network)和FaceNet构成的人脸识别算法相结合,进行煤矿工人口罩佩戴监测的研究。结果表明:模型对井下人员口罩佩戴有较高的检测精度,识别已佩戴口罩的矿井下作业人员的平均精度达到92.78%,识别未佩戴防尘口罩检测的平均精度为91.63%,与其他主流算法相比算法具有更好的鲁棒性和检测效果。研究结果为预防煤矿工人职业性尘肺病提供1种有效的技术手段。     

海洋石油工程新型溢油监测系统的研究

随着海洋石油的开采力度的加大,海上平台溢油事故也不断发生。在对传统监测方式的不足和海上溢油监测技术未来发展的趋势进行了综合考虑之后,开发了一套基于紫外诱导荧光探测技术的溢油监测系统。监测系统主要由检测终端、数据采集及异常报警系统和计算机处理及显示终端3个子模块组成,可以实现对海上平台潜在油污染源头信息的实时收集、传输、预警等功能。     

吹扫捕集与色谱质谱联用测定水中挥发性有机物

采用吹扫描集与色谱质谱联用的对水中１９种挥发性有机物同时进行富集分离，定性和定量检测，结果表明，不同化合物的平均回收率大于９０％相对偏差小于５％，该方法的检测限约为０．１－０．４μ／Ｌ。实验证明吹扫描集与色谱质谱联用技术是快速测定水中挥发性有要峨的有效手段。     

土壤中二噁英/呋喃类物质的ASE高效提取法

研究了用高效溶剂提取方法测定土壤中二英类物质,特别对与提取效率相关的条件如提取次数等进行研究。得出土壤中二英类物质各异构体的提取效率与提取次数有关。提取率99%以上(3次提取),仅要1h。与国外同一土壤索氏提取法的提取结果进行了比较,表明ASE有提取溶剂用量少、时间短、效率高、实验步骤简化等优点。      

Enhanced twin pregnancy detection within an open neural tube defect and down syndrome screening protocol using free-beta hCG and AFP

We have applied our multimarker approach of maternal serum alpha-fetoprotein (AFP) and free-beta human chorionic gonadotropin (hCG) for Down syndrome screening to multiple gestations to assess its efficacy for improved detection of twin and triplet pregnancies. This study matched 225 cases of twin pregnancy and 39 cases of triplet pregnancy each with ten singleton pregnancies based on gestational week, race, time to receive sample, time of year of sample, and geographical area. The ratios of the MOM for each group at the tenth, 50th, and 90th percentiles were compared by the Wilcoxon test. Risks for twins were calculated using Bayes' rule, the age-related incidence of twins, and the levels of AFP and free-beta hCG. The tenth, 50th, and 90th percentiles of free-beta hCG MOMs in twin and triplet cases were 0.85, 1.99, and 4.51, and 1.38, 2.78, and 4.07, respectively. For AFP, the MOMs at these percentiles were 1.26, 1.91, and 2.99, and 2.02, 2.68, and 5.30, respectively. The twin and triplet distributions for each marker were statistically significantly different from the singleton distributions (P<0.0001) and from each other (P=0.0012). At a twin risk cut-off of 1 in 50, 77.4 per cent of all twin gestations can be detected in a second-trimester AFP and free-beta hCG screening protocol with 5.1 per cent of singleton pregnancies falsely identified as at risk for twins. Our dual marker protocol for mid-trimester pregnancy screening combining AFP and free-beta hCG can identify over 77 per cent of twin pregnancies in women less than 35 years of age. This benefit may contribute to an improved outcome of pregnancy by early detection of multiple gestation.     

基于负压法炮弹气密性检测方法研究

目的 实现炮弹气密性检测及其自动化、智能化设备的开发.方法 提出了一种基于负压法的炮弹气密性检测方法.首先,阐述了负压法气密性检测工作原理和实施流程,并对炮弹检测设备的用例模型和检测设备功能框架进行了讨论.其次,针对工程实际,详细给出了测量腔安装密封性计算、测量腔泄漏的压差泄漏率计算、测量腔的初始测量压力值计算、炮弹气体泄漏量计算等检测算法和判定方法.结果 基于负压法的炮弹气密性检测方法的灵敏度比正压法高.结论 本方法可为实现对全弹的气密性检验提供参考,同时也可促进和指导炮弹气密性检验设备的研制,将有效保障炮弹气密性检验自动化设备开发效率和有效性.     

金鱼组织中壬基酚的含量检测新方法探讨

建立一种直接检测环境中痕量壬基酚的外切酶保护-荧光定量PCR方法。首先向含雌激素受体及相关蛋白的细胞溶质中加入壬基酚-丙酮溶液,使受体蛋白活化,从而在体外与含雌激素反应位点的双链结合DNA作用形成壬基酚-雌激素受体-DNA复合物。复合物用核酸外切酶和S1核酸酶消解,去除未受到蛋白质保护的结合DNA。将消解后产物作为模板,进行荧光定量PCR扩增反应,建立壬基酚浓度与标准DNA拷贝数的对数之间的线性关系为：y（壬基酚浓度的对数）=1.637x（标准DNA拷贝数的对数）-9.505。该法检出限为10^-8g/L,用该法对金鱼肝脏组织中壬基酚进行检测,添加回收率水平在98.5%112.2%,变异系数在4.3%以下。     

Determination of alkali-labile phosphoprotein phosphorus from fish plasma using the Tb^3＋-tiron complex as a fluorescence probe

A sensitive method based on the fluorescence quenching effect of the Tb^3＋-Tiron complex is proposed for the determination of alkali-labile phosphoprotein phosphorus （ALP） released from fish plasma. The detection limit was 5.4 ng/ml （S/N=2）, and the relative standard deviation of the quenching effect （6 replicates） was 4.6%. The results obtained by the proposed method were in good agreement with those obtained by the colorimetric assay. The advantages of the present method are its relatively simple detection procedure, the lack of toxic organic solvents, and high sensitivity.     

海洋赤潮毒素高灵敏检测技术综述

赤潮毒素通常存在于海洋生物中,具有毒性大、中毒速度快、防治困难等特点。近年来频繁发生的赤潮所引起的赤潮毒素严重影响水产养殖和人们食品安全,随着人们对食品安全的重视和赤潮毒素研究的不断深入,赤潮毒素快速、高灵敏分析检测已成为研究的热点。文章针对近十年来典型赤潮毒素高灵敏检测方法进行综述,并对这些方法的优缺点和需要完善的方面进行分析。     

LIDAR技术在内陆水系监测管理中应用综述

机载激光雷达(Light Detection and Ranging,LIDAR)测距系统是20世纪90年代发展起来的高新技术,该系统是集激光、全球定位系统和惯性导航系统3种技术于一体的测量系统,能够快速、精确的获取物体三维数据。文章简要说明了LIDAR技术的基本原理。介绍了国外LIDAR技术在内陆河流监测中的应用,如河网测绘、河漫滩的监测管理、河岸侵蚀监测、洪水监测管理等内陆水系监测管理实例。通过对流域范围的LIDAR点云数据进行滤波与分类,建立数字高程模型,或结合使用地理信息系统、遥感影像、全球定位系统采集的数据,来实现上述实例。简要评述了LIDAR技术在内陆水域监测管理方面的优势,以及当前我国内陆水系监测管理的技术现状。通过国外典型案例说明LIDAR技术在我国内陆水系监测管理中广阔的应用前景。