Update on Canine and Feline Blood Donor Screening for Blood‐Borne Pathogens

An update on the 2005 American College of Veterinary Internal Medicine (ACVIM) Consensus Statement on blood donor infectious disease screening was presented at the 2015 ACVIM Forum in Indianapolis, Indiana, followed by panel and audience discussion. The updated consensus statement is presented below. The consensus statement aims to provide guidance on appropriate blood‐borne pathogen testing for canine and feline blood donors in North America.     

Application of Slicing in Component-based System Regression Testing

In component-based system regression testing, the dependence model of component-based system should be built in order to confirm the part which will be affected by modify. Since high reusability and high complexity, the existing dependence models may not be applicable to component-based systems, a hierarchical dependence model is proposed to describe component-based. Through the forward slicing of modified points in the model, the modified and affected parts can be gotten, then traverse these parts and get affected testing path, thereby regression testing examples can be chosen effectively, the efficiency of regression testing can be improred.     

Developing a Recognition System of Gun-code

Intelligent recognition system of gun code is designed , which achieves online recognition of gun code. We applied video camera to get image, and some special technique in this deformed character recognition. As well, we applied dynamic template matching to get a better result.     

激振式扭转疲劳试验台载荷波形畸变分析

针对行星式离心激振扭转疲劳试验台在进行汽车传动轴扭转疲劳试验时出现的载荷波形畸变现象,分析了试验台扭振系统并建立了数学模型,导出交变扭矩幅值变化的数学表达式。通过试验分析和计算机模拟验证了数学模型,找到了扭矩波形畸变的根本原因,并提出了消除波形畸变的方法,为合理使用原有这类试验台及新设计这类试验台提供了理论依据。     

Testing and statistical analysis of the performance of a pipe drainage system: A case study in north-eastern Italy

A survey program was carried out from June 1988 to august 1989 in North-eastern Italy in a pipe drainage area of 61 ha in order to verify if the year of installation (one part of the system has been installed in 1984 and another one year later) and the cover material of drains (pipes were covered with cocofibre for 2/5 of their length and without envelope for 3/5) could influence the functioning of the system. Collected data of drain discharge and water table depth were subjected to an elaborate statistical analysis.A methodological approach to determine the sample size (how many measurements of discharge and watertable depth are required, in space and time, from a statistical stand-point) in drainage experiment is proposed. For drainage systems similar to the considered one, a sample size of 10–12 drains and 6–8 observation wells can be recommended in order to obtain a standard error lower than 10–15% of the mean.     

试验数据曲线拟合的简便计算法

着重介绍了以微型计算机为工具对两组有未知关系的试验数据进行回归方差分析及曲线拟合的简单易行的计算方法，介绍了微机程序设计思想及关键，并给出了程序设计框图，对泵的性能测试，喷灌管道水力损失试验及泵站测试数据的处理有一定的指导和借鉴意义。     

拖拉机田间作业节能对比试验方法

随着世界能源危机问题日益突出,拖拉机工业面临着严峻的挑战.为此,根据拖拉机运用学的理论提出了拖拉机田间作业燃油经济性的评价指标,阐述了拖拉机田间作业节能对比的试验方法,并在实践中得以验证,旨在为评价拖拉机田间作业的燃油经济性提供依据.     

基于无人机视频影像的油菜苗检测与计数

针对油菜生长早期传统人工苗情调查方法效率低、主观意识强,不能满足大面积或经常性高精度苗期调查作业需求的问题,该研究基于无人机影像及机器学习技术,提出一种油菜苗视频流检测模型及计数方法。通过对YOLO系列基础模型添加多头自注意力,用BasicRFB（basic receptive field block）模块替换原有的空间池化结构（spatial pyramid pooling-fast,SPPF）模块,并对Neck部分添加一维卷积及更换下采样方式等,进一步结合DeepSORT（deep simple online and real-time tracking）算法和越线计数技术实现对油菜苗的数量统计。算例测试结果表明,改进后YOLOv5s的交并比阈值0.50的平均精度均值达到93.1%,交并比阈值0.50～0.95的平均精度均值达到了67.5%,明显优于Faster R-CNN、SSD和YOLOX等其他经典目标检测算法,交并比阈值0.50的平均精度均值分别高出14.82、26.37和3.3个百分点,交并比阈值为0.50～0.95范围下的平均精度均值分别高出25.7、33.9和6.7个百分点。油菜苗计数试验结果表明,离线视频计数时,在合理的种植密度区间内,所提算法的油菜苗计数精度平均达到93.75%,计数效率为人工计数的9.54倍;在线实时计数时,在不同天气情况下,计数平台的油菜苗计数精度最大相差1.87个百分点,具有良好的泛化性,满足油菜苗计数实时性要求。