基于AI加速模块的换流站控制保护二次回路预警系统

当前的故障录波器终端受制于硬件平台,对换流站控制保护二次回路暂稳态大量数据的处理能力有限,单纯依靠软件算法提高分析准确率的空间有限,目前识别准确率无法达到可靠应用的要求.只有发生故障时,运维人员才会调取相应波形进行查看,对于大量监测波形,无法依靠人工识别出电气参量的微小变化,降低了运检人员的工作效率.本文提出一种基于AI边缘计算的监测数据实时分析预警系统,在故障录波器装置端配置AI加速模块,搭建换流站控制保护多源数据模型,采用统计分析和波形分析的多维数据处理算法,对换流站控制保护二次回路数据进行实时在线计算,以及时发现控制保护二次回路隐蔽性缺陷并预警.     

把握三个维度 破解三大课题——新形势下深化国有企业党风建设的思考

深化国有企业党风建设是推动全面从严治党战略落地的重大任务和建设世界一流企业的重要保证。要深刻认识和把握国企党风建设的历史、理论、实践三个维度的有机统一,着力推动解决国企党风建设的继承发展、作用发挥、实践创新三大课题,积极探索新形势下国企党风建设的新途径新举措。     

基于FPA-VVRKFA的手势表面肌电信号识别

表面肌电(Surface Electromyography,sEMG)信号直接、客观地反映了人体肌肉的活动情况,其作为一种便捷的无侵入式肌电检测方法,被广泛地应用于人体动作识别领域.针对表面肌电信号的手势识别问题,提出了一种基于时域特征和向量正则核函数逼近方法(Vector-Valued Regularized Kernel Function Approximation,VVRKFA)的手势识别方法.首先,对MYO臂环采集到的sEMG数据进行活动段检测以提取出活动段;随后,从活动段信号中提取平均绝对值、波形长度、过零点数、均方根和Willison幅值等五个时域特征;最后,应用VVRKFA分类器对提取到的sEMG进行分类识别,同时采用花授粉算法(Flower Pollination Algorithm,FPA)优化分类器参数以保证最佳分类能力.实验结果表明提出的方法在手势动作模式识别上取得了较高的准确率.     

基于UG的模具CAD/CAPP/CAM集成系统的研究

介绍了基于UG进行的模具CAD／CAPP／CAM系统开发的关键技术及具体实现方法：同时，利用文件和数据库技术将实际生产中的企业资源，如刀具库、设备库、切削参数库等与UG系统中相关的库文件进行同步管理，实现资源共享，最终达到基于UG的模具CAD／CAPP／CAM无缝集成。     

预测帧编码中基于场景信息的宏块模式跳过算法*

在对场景信息进行分析的基础上,提出了H.264/AVC中预测帧的一种快速算法.对于未发生场景切换的预测帧,采用INTRA模式跳过算法(IMSA),跳过该帧中所有的INTRA模式的决策过程.对于发生场景切换的预测帧,跳过INTER模式的决策过程(PMSA).仿真结果显示,与采用完整的率失真优化(RDO)决策过程相比,未发生场景切换时,所提方法能减少30%～60%的编码时间;发生场景切换时,能减少60%～70%的编码时间,并且未导致明显的图像质量下降和码率的增加.     

工作流技术在ASP公共服务平台中的应用研究*

根据项目特点,建立了适合ASP平台的基于协调理论和反馈机制的扩展活动网络模型,采用XML模式的XPDL规范实现过程定义;然后通过DOM解析XML数据文档和J2EE的技术支持实现了系统的轻量级工作流引擎.详细介绍了系统实现中解决的两个关键问题:事务型操作的处理和并发控制,并提出了基于优先级的锁绑定机制.     

The dynamic evolution of aggregated lithium dendrites in lithium metal batteries

Lithium (Li) metal anodes promise an ultrahigh theoretical energy density and low redox potential,thus being the critical energy material for next-generation batteries.Unfortunately,the formation of Li den-drites in Li metal anodes remarkably hinders the practical applications of Li metal anodes.Herein,the dynamic evolution of discrete Li dendrites and aggregated Li dendrites with increasing current densities is visualized by in-situ optical microscopy in conjunction with ex-situ scanning electron microscopy.As revealed by the phase field simulations,the formation of aggregated Li dendrites under high current den-sity is attributed to the locally concentrated electric field rather than the depletion of Li ions.More specif-ically,the locally concentrated electric field stems from the spatial inhomogeneity on the Li metal surface and will be further enhanced with increasing current densities.Adjusting the above two factors with the help of the constructed phase field model is able to regulate the electrodeposited morphology from aggregated Li dendrites to discrete Li dendrites,and ultimately columnar Li morphology.The methodol-ogy and mechanistic understanding established herein give a significant step toward the practical appli-cations of Li metal anodes.     

预氧化-铁盐沉淀法处理高浓度含砷废水的试验研究

对某砷化镓半导体企业生产过程中产生的高浓度含砷(As)废水,采用过氧化氢(H2 O2)预氧化结合氯化铁(FeCl3)沉淀法进行处理.研究确定了H2O2的投加量,并考察了Fe与As物质的量比、pH值和反应时间等试验条件对砷去除效果的影响.结果表明,当30％H2 O2用量为1.5 mL/L,Fe与As物质的量比为2.5,pH值为8.0,反应时间为2 h时,废水中的总砷浓度可从884 mg/L降低至0.164 mg/L,达到项目环评要求的0.2 mg/L的排放标准.     

分布式电源接入配电网对电流保护的影响及应对策略

针对逆变型分布式电源的特点,考虑接入配电网的光伏电源输出功率变化与短路电流的关系,分析了分布式电源对原有保护的影响,提出了相应的应对策略.考虑到光伏电源的出力不确定性,提出了基于LSTM神经网络的DG输出功率预测模型,将预测值融合到电流保护整定公式中,实现了整定值的自适应调整.     

The miR-106b/NR2F2-AS1/PLEKHO2 Axis Regulates Migration and Invasion of Colorectal Cancer through the MAPK Pathway

Increasing numbers of miRNAs have been observed as oncogenes or tumor suppressors in colorectal cancer (CRC). It was recently reported that hsa-miR-106b-5p (miR-106b) promoted CRC cell migration and invasion. However, there were also studies showing contradictory results. Therefore, in the present study, we further explore the role of miR-106b and its downstream networks in the carcinogenesis of CRC. We observed that the expression of miR-106b is significantly increased in Pan-Cancer and CRC tissues compared with normal tissues from The Cancer Genome Atlas (TCGA) database. Furthermore, we used Transwell, Cell Counting Kit-8, and colony formation assays to clarify that miR-106b promotes the migratory, invasive, and proliferative abilities of CRC cells. For the first time, we systematically screened the target mRNAs and lncRNAs of miR-106b using TCGA database and the bioinformatics algorithms. Dual-luciferase reporter assay confirmed that NR2F2-AS1 and PLEKHO2 are the direct targets of miR-106b. Furthermore, NR2F2-AS1 acts as a competing endogenous RNA (ceRNA) to regulate PLEKHO2 expression by sponging miR-106b. The results of Gene set enrichment analysis (GSEA) and Western blot indicated that they play important roles in CRC progression by regulating MAPK pathway. Thus, miR-106b/NR2F2-AS1/PLEKHO2/MAPK signaling axis may suggest the potential usage in CRC treatment.