A review of machine learning applications in IoT-integrated modern power systems

This paper aims to provide a systematic and comprehensive survey of state-of-the-art machine learning techniques and their potential applications in IoT-integrated power systems.     

我国火电锅炉和电站用钢管的现状与发展

介绍了我国火电锅炉和电站用钢管的现状，以及国内外发展趋势。     

CCUS in a net-zero U.S. power sector: Policy design,rates, and project finance

Carbon capture utilization and storage is an important technology option to rapidly and profoundly decarbonize the power sector, but will not deploy without substantial incentives or regulation. Assessment of U.S. policy options reveals that current incentives only partially close the finance gap and are most sensitive to fuel type and ownership structure. Recent proposed legislation would in some designs attract private investment for many projects, leading to widespread deployment of CCUS in the power sector. Additional constraints and concerns (including technology options and presence of CO₂ infrastructure) could play an important secondary role. This study discusses the specific US incentive policies that can provide investors and lenders with net cash flows that are adequate to attract private capital to CCUS power projects in the US.     

边缘AI的霜雪识别系统设计与实现

为提高霜雪识别系统的识别率,开展了基于边缘AI的霜雪识别系统设计。综合海思嵌入式处理器Hi3559A高算力、低功耗特点,硬件部分采用模块复用的方法降低功耗和资源消耗,软件部分,从模型训练、模型量化、模型部署入手对MobileNetV2图像分类网络和ISP自适应处理算法进行改进,最终识别率99.7%,预处理时间0.3 s,图像分类时间0.8 s,模组平均功率2 W,鲁棒性好、性能稳定。由此可见Hi3559A智能相机模组可有效纠正雪深探测仪的疑误数据。     

中国的钛工业概况

对近年来轻水反应堆用锆合金材料的发展及其应用研究中一些主要技术问题和标准要求进行了综合述评。     

筒形件强力旋压新技术--浮动芯模法

提出了一种新的旋压方法－浮动芯模法。该方法采用的芯模长度尺寸较小,两端不固定加工,制造和安装非常容易。由于该方法是采用旋轮不动,工件做轴向运动,故解决了正旋所带来的工件扭曲的问题。此法用于加工长管类件,更显示出它的优越性,对改善管类件的加工具有重要的意义。     

扩展接触器零部件通用性的研究

本文介绍了一种只用十几个分立元件的电子模块，与大型接触器配合使用，可使接触器节省铜线材料60％～70％，大大减少电磁系统的体积。预置电子模块的参数，可实现交流接触器在起动过程、吸持过程的最佳电流控制，为扩展接触器零部件通用性研制出节能、节材、无噪声等性能优良的小型而容易实施的交流接触器产品提供了依据。     

使用人工神经网络对强力旋压有限元模拟进行参数预选

在筒形件强力旋压领域内，介绍了使用人工神经网络的手段，在MARC有限元模拟的前处理中实现参数预选的方法。作为与有限元模拟相结合的旋压智能化设计的一项关键技术，能够达到减少有限元模拟的误差和工作量的目的。     

EXPERIMENTAL STUDY ON MIXING: POWER CONSUMPTION AND DEGREE OF SUSPENSION

An experimental study on mixing, degree of suspension and power consumption in solid-liquid suspensions was done. A system similar to those found in anaerobic fermentation processes of animal manures was used, and an existing mixing equipment was adapted for the study. Power consumption and degree of suspension for both mechanical mixing and mixing by gas was determined. The influence of variables such as geometry, solids concentration, stirrer velocity, and gas velocity was studied, discussed, and compared to data from the literature. Best results were obtained for gas mixing, the power consumption being about one fourth of that required by mechanical agitation. Finally, extended correlations relating Power and Reynolds numbers for mechanical mixing and mixing by gas are proposed.     

硫化监控系统软件

硫化监控软件采用VB.NET编程语言，具有更强的功能。着重论述了软件的几个主要模块的功能及如何编程来实现这些功能，包括通讯模块、数据库模块、曲线图处理模块、报警监测与控制模块等。该软件已在用户中使用，具有一些新功能。