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Development of data acquisition and over-current protection systems for a suppressor-grid current with a neutral-beam ion source
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作者 刘伟 胡纯栋 +5 位作者 刘胜 宋士花 汪金新 王艳 赵远哲 梁立振 《Plasma Science and Technology》 SCIE EI CAS CSCD 2017年第12期154-158,共5页
Neutral beam injection is one of the effective auxiliary heating methods in magnetic-confinementfusion experiments. In order to acquire the suppressor-grid current signal and avoid the grid being damaged by overheatin... Neutral beam injection is one of the effective auxiliary heating methods in magnetic-confinementfusion experiments. In order to acquire the suppressor-grid current signal and avoid the grid being damaged by overheating, a data acquisition and over-current protection system based on the PXI(PCI e Xtensions for Instrumentation) platform has been developed. The system consists of a current sensor, data acquisition module and over-current protection module. In the data acquisition module,the acquired data of one shot will be transferred in isolation and saved in a data-storage server in a txt file. It can also be recalled using NBWave for future analysis. The over-current protection module contains two modes: remote and local. This gives it the function of setting a threshold voltage remotely and locally, and the forbidden time of over-current protection also can be set by a host PC in remote mode. Experimental results demonstrate that the data acquisition and overcurrent protection system has the advantages of setting forbidden time and isolation transmission. 展开更多
关键词 neutral beam injection high-current ion source suppression grid current data acquisition and protection system
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An operational radar current observing and data service platform in the East China Sea 被引量:1
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作者 DENG Zeng'an ZHANG Anmin +5 位作者 ZHAI Jingsheng YU Ting WU Shuangquan ZHANG Xuefeng KANG Linchong ZHANG Yuming 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2016年第11期9-15,共7页
An ocean state monitor and analysis radar(OSMAR), developed by Wuhan University in China, have been mounted at six stations along the coasts of East China Sea(ECS) to measure velocities(currents, waves and winds... An ocean state monitor and analysis radar(OSMAR), developed by Wuhan University in China, have been mounted at six stations along the coasts of East China Sea(ECS) to measure velocities(currents, waves and winds) at the sea surface. Radar-observed surface current is taken as an example to illustrate the operational high-frequency(HF) radar observing and data service platform(OP), presenting an operational flow from data observing, transmitting, processing, visualizing, to end-user service. Three layers(systems): radar observing system(ROS), data service system(DSS) and visualization service system(VSS), as well as the data flow within the platform are introduced. Surface velocities observed at stations are synthesized at the radar data receiving and preprocessing center of the ROS, and transmitted to the DSS, in which the data processing and quality control(QC) are conducted. Users are allowed to browse the processed data on the portal of the DSS, and access to those data files. The VSS aims to better show the data products by displaying the information on a visual globe. By utilizing the OP, the surface currents in East China Sea are monitored, and hourly and seasonal variabilities of them are investigated. 展开更多
关键词 RADAR operational system currentS data service VISUALIZATION
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Current Climate Data Rescue Activities in Australia
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作者 Linden ASHCROFT Rob ALLAN +3 位作者 Howard BRIDGMAN Joelle GERGIS Christa PUDMENZKY Ken THORNTON 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2016年第12期1323-1324,共2页
1. Introduction Recovering historical instrumental climate data is crucial for identifying long-term climate variability and change, putting present climate into context and constraining future climate projections (... 1. Introduction Recovering historical instrumental climate data is crucial for identifying long-term climate variability and change, putting present climate into context and constraining future climate projections (Brunet and Jones, 2011). In other words, to understand the future, we need to improve our understanding of the past. 展开更多
关键词 OVER ENSO current Climate data Rescue Activities in Australia
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Pseudo-Maximum Likelihood Estimation in the Hazards Cure Model with a Single Change Point for Current Status Data
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作者 Bing WANG Xiaoguang WANG 《Journal of Mathematical Research with Applications》 CSCD 2020年第3期320-330,共11页
The change-point hazards model has received much attention, since it can not only display the impacts of treatments or medical breakthroughs more directly, but also provide the time point when those impacts occur. In ... The change-point hazards model has received much attention, since it can not only display the impacts of treatments or medical breakthroughs more directly, but also provide the time point when those impacts occur. In this paper, we propose the single change-point hazards model for current status survival data with long-term survivors and investigate the estimation for the proposed model. Large-sample properties of the estimators are established. Simulation studies are carried out to evaluate the finite-sample performance of the estimation. 展开更多
关键词 current status data change-point hazard model cure fraction pseudo-maximum likelihood
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On the Current Error Based Sampled-data Iterative Learning Control with Reduced Memory Capacity
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作者 Chiang-Ju Chien Yu-Chung Hung Rong-Hu Chi 《International Journal of Automation and computing》 EI CSCD 2015年第3期307-315,共9页
The design of iterative learning controller(ILC) requires to store the system input, output or control parameters of previous trials for generating the input of the current trial. In order to apply the iterative learn... The design of iterative learning controller(ILC) requires to store the system input, output or control parameters of previous trials for generating the input of the current trial. In order to apply the iterative learning controller for a real application and reduce the memory size for implementation, a current error based sampled-data proportional-derivative(PD) type iterative learning controller is proposed for control systems with initial resetting error, input disturbance and output measurement noise in this paper.The proposed iterative learning controller is simple and effective. The first contribution in this paper is to prove the learning error convergence via a rigorous technical analysis. It is shown that the learning error will converge to a residual set if a forgetting factor is introduced in the controller. All the theoretical results are also shown by computer simulations. The second main contribution is to realize the iterative learning controller by a digital circuit using a field programmable gate array(FPGA) chip applied to repetitive position tracking control of direct current(DC) motors. The feasibility and effectiveness of the proposed current error based sampleddata iterative learning controller are demonstrated by the experiment results. Finally, the relationship between learning performance and design parameters are also discussed extensively. 展开更多
关键词 Iterative learning control current error sampled-data system memory capacity field programmable gate array(FPGA) chip.
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Analysis of sea surface height variabilities in the Kuroshio Current region by using Geosat altimeter data
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作者 Pan Jiayi Yuan Yeli and Zheng Quan’an 1. First Institute of Oceanography, State Oceanic Administration, Qingdao 266003, China 2. Center for Remote Sensing, University of Delaware, Newark, DE19716, USA (Received May 8, 1998 accepted June 17, 1998) 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1999年第2期177-189,共13页
The Geosat altimeter ERM T2-GDRs data were used to analyze sea surface height (SSH) variabilities in the Northwest Pacific region of 10°- 45°N, 120°-- 160°E covering all the Kuroshio Current. After... The Geosat altimeter ERM T2-GDRs data were used to analyze sea surface height (SSH) variabilities in the Northwest Pacific region of 10°- 45°N, 120°-- 160°E covering all the Kuroshio Current. After processing the Geosat GDRs data, the 50 gridded SSH anomaly fields were acquired. The comparison between the SSH anomalies and tidal gauge sea levels showed that the altimeter data accorded with the tidal gauge data especially in the low frequency scale and in open sea. The mesoscale variability energy distribution obtained from the SSH anomalies was controlled by the position of the Kuroshio, bottom topography and the stationary meander of the Kuroshio. The relative transports of the Kuroshio Extension and the Kuroshio south of Japan, represented by the difference between the SSH anomalies on two sides of the current, had strong interannual and seasonal cycles, which was related to the Kuroshio large meander. When the Kuroshio meander occurred, the transport of the Kuroshio east of the Tokara Strait decreased, but that northeast of Taiwan Island increased. The variability of the transport east of the Philippines reflected the effects of the ENSO. The EOF analysis of the SSH anomaly fields showed that the first three EOFs accounted for 25.3%, 17.1 % and 13.7% of the total variance, and represented the meander mode, the ENSO mode and season mode respectively. 展开更多
关键词 Kuroshio current seasonal and interannual cycles Geosat altimeter data
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南京市工业用地现状主题数据库建设的思考与实践
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作者 马艳娜 柯红军 +1 位作者 唐华 李梅香 《自然资源信息化》 2026年第1期62-68,75,共8页
全面准确地掌握全市工业用地现状对于优化资源要素配置、推动产业结构转型升级以及促进产业链高质量发展具有重要意义。本文以南京市为例,通过梳理第三次全国国土调查成果、工业企业用地调查成果以及工业和信息化部门的工业企业等多源... 全面准确地掌握全市工业用地现状对于优化资源要素配置、推动产业结构转型升级以及促进产业链高质量发展具有重要意义。本文以南京市为例,通过梳理第三次全国国土调查成果、工业企业用地调查成果以及工业和信息化部门的工业企业等多源工业用地数据,在全面分析不同数据源差异的基础上,探索工业用地现状主题数据库的建设路径,并选取典型区域开展实践,形成了工业用地现状主题数据库的数据标准、技术要求和制图规范,为全市工业用地现状主题数据库的建设提供参考和借鉴。 展开更多
关键词 工业用地 现状主题数据库 多源数据 南京市
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Tidal current observation in the southern Yellow Sea in the summers of 2001 and 2003 被引量:4
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作者 刘志亮 胡敦欣 唐晓晖 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2008年第2期121-129,共9页
Direct current observations in the Yellow Sea interior are very scarce due to intense fishing and trawling activities. Most previous studies on tides in the area were based on coastal measurements or satellite altimet... Direct current observations in the Yellow Sea interior are very scarce due to intense fishing and trawling activities. Most previous studies on tides in the area were based on coastal measurements or satellite altimeter sea levels and have not been rigorously compared with direct measurements. In this paper, tidal currents are studied with current profiles from three bottom-moored Sontek Acoustic Doppler Profilers (ADPs) deployed in the southern Yellow Sea in summer of 2001 and 2003. The measured current series were dominated by tidal currents. Maximum velocities are between 40–80 cm/s at the mooring stations. M2 current is the most dominant primary tidal constituent, while MS4 and M4 are the most significant shallow water tides with much smaller amplitudes than the primary tides. 展开更多
关键词 southern Yellow Sea tidal current ADP current data
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基于短路电流约束学习的机理-数据驱动电力系统优化运行方法研究
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作者 廖泉森 何川 +3 位作者 张鸿皓 叶希 孙昕炜 王彪 《电力系统保护与控制》 北大核心 2026年第1期143-155,共13页
随着当前电力系统的发展,短路电流超标问题显著,单一限流措施难以满足系统安全运行要求。为此,提出一种基于短路电流约束学习的机理-数据驱动电力系统优化运行方法。首先,为面对电力系统中复杂的运行方式,提出线路投切、母线分段与机组... 随着当前电力系统的发展,短路电流超标问题显著,单一限流措施难以满足系统安全运行要求。为此,提出一种基于短路电流约束学习的机理-数据驱动电力系统优化运行方法。首先,为面对电力系统中复杂的运行方式,提出线路投切、母线分段与机组启停的组合限流措施。其次,针对多层感知器(multi layer perceptron,MLP)模型学习拓扑变化时能力有限的问题,提出了一种基于One-hot编码的拓扑特征增强方法,以提升模型对限流措施的适应能力。再次,提出短路电流安全距离概念,以量化不同限流措施对短路电流约束的违反程度,并进一步采用大M法处理MLP的前向传播公式,建立基于数据驱动建模的短路电流约束。最后,以机组运行和拓扑调整总成本最小为目标,并考虑电网运行约束、N-1约束与短路电流约束,建立基于短路电流约束学习的机理-数据驱动电力系统优化运行模型。并通过算例验证所提模型的有效性。 展开更多
关键词 短路电流 拓扑调整 机理-数据驱动 机器学习 约束学习
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基于振动和转子电流深度融合的风电机组转频估计及故障诊断方法
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作者 王城宇 万书亭 +2 位作者 张雄 王萱 慈铁军 《太阳能学报》 北大核心 2026年第1期621-633,共13页
针对单一振动信号或电流信号估计风电机组瞬时频率精度不高的问题,提出基于振动信号和转子电流信号深度融合的转频估计及齿轮箱故障诊断方法,旨在提高风电机组齿轮箱故障诊断的准确性。首先,分别利用变分模态分解和低通滤波对振动信号... 针对单一振动信号或电流信号估计风电机组瞬时频率精度不高的问题,提出基于振动信号和转子电流信号深度融合的转频估计及齿轮箱故障诊断方法,旨在提高风电机组齿轮箱故障诊断的准确性。首先,分别利用变分模态分解和低通滤波对振动信号和转子电流信号进行降噪处理,通过同步提取变换分别获得振动信号和转子电流信号的瞬时频率曲线,并对两种信号的时频曲线进行预处理,获得两条风电机组时频曲线;然后,提出DA-BLCNN深度网络模型,融合得到齿轮箱故障轴承的瞬时频率曲线;最后,采用阶次跟踪算法对齿轮箱振动信号进行等角度重采样,实现对齿轮箱的故障检测。变转速工况下的齿轮箱轴承故障实验验证结果表明,所提方法可有效实现齿轮箱故障诊断。 展开更多
关键词 风电机组 齿轮箱 数据融合 转子电流 故障诊断 转频估计
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Variations in tidal currents and suspended sediment concentration of the upper part of the North Channel of Changjiang Estuary over the past 10 years 被引量:1
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作者 刘高伟 程和琴 +3 位作者 计娜 乔远英 胡浩 王冬梅 《Marine Science Bulletin》 CAS 2015年第2期9-24,共16页
The tidal current duration (TCD) and velocity (TCV) and suspended sediment concentration (SSC) were measured in the dry season in December, 2011 and in the flood season in June, 2012 at the upper part of the Nor... The tidal current duration (TCD) and velocity (TCV) and suspended sediment concentration (SSC) were measured in the dry season in December, 2011 and in the flood season in June, 2012 at the upper part of the North Channel of Changjiang Estuary. They were assimilated with the measured data in 2003, 2004, 2006 and 2007, using the tidal range's proportion conversion. Variations in TCD and TCV, preferential flow and SSC have been calculated. Influences of typical engineering projects such as Qingcaosha fresh water reservoir, Yangtze River Bridge, and land reclamation on the ebb and flood TCD, TCV and SSC in the North Channel for the last 10 years are discussed. The results show that: (1) currently, in the upper part of North Channel, the ebb tide dominates; after the construction of the typical projects, ebb TCD and TCV tends to be larger and the vertical average ebb and flood SSC decrease during the flood season while SSC increases during the dry season; (2) changes in the vertical average TCV are mainly contributed by seasonal runoff variation during the flood season, which is larger in the flood season than that in the dry season; the controlling parameters of increasing ebb TCD and TCV are those large-scale engineering projects in the North Channel; variation in SSC may result mainly from the reduction of basin annual sediment loads, large-scale nearshore projects and so on. 展开更多
关键词 changes in tidal currents and suspended sediment concentration preferential flow data assimilation large-scale engineering projects Changjiang Estuary
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基于陷波抗停滞的永磁同步电机无模型预测电流滑模控制 被引量:1
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作者 魏尧 付俊荣 +1 位作者 王高林 汪凤翔 《电工技术学报》 北大核心 2026年第2期475-486,共12页
无模型预测滑模控制(SMC)通过建立数据模型,实现对物理模型及参数的完全独立。但建模和更新过程对采样数据质量提出严格的要求,停滞及其负面影响成为制约技术发展的关键瓶颈。针对该问题,该文提出基于陷波抗停滞的永磁同步电机(PMSM)无... 无模型预测滑模控制(SMC)通过建立数据模型,实现对物理模型及参数的完全独立。但建模和更新过程对采样数据质量提出严格的要求,停滞及其负面影响成为制约技术发展的关键瓶颈。针对该问题,该文提出基于陷波抗停滞的永磁同步电机(PMSM)无模型预测电流滑模控制方法。该方法通过设计陷波结构,提取由控制策略产生的特定频段谐波,并反向注入采样数据,生成数据梯度,旨在有效减少停滞发生的可能性并缓解停滞效应造成的不良影响,确保数据模型的高度适配。在理论层面对方法可达性、稳定性及鲁棒性进行深入分析。实验表明,相较于比较控制方法,所提方法在电流质量和预测精度方面具有优势,为PMSM在复杂环境下的高性能控制提供了新的有效途径。 展开更多
关键词 无模型预测滑模控制 陷波抗停滞部分 数据驱动模型 永磁同步电机
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包头市环境噪声现状分析和预测研究
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作者 张立新 刘燕 于秋颖 《环境与发展》 2026年第1期88-91,共4页
随着包头市城市规模不断扩大,环境噪声成为人们日益关注的问题。本文分析了包头市环境噪声现状,用指数平滑法预测包头市近5年的环境噪声质量,为环境管理提供数据支撑。2016—2023年包头市的交通噪声显著下降,区域环境噪声变化幅度不大... 随着包头市城市规模不断扩大,环境噪声成为人们日益关注的问题。本文分析了包头市环境噪声现状,用指数平滑法预测包头市近5年的环境噪声质量,为环境管理提供数据支撑。2016—2023年包头市的交通噪声显著下降,区域环境噪声变化幅度不大。预测未来5年,包头市交通噪声会保持在62 dB左右,区域环境噪声会稳定在54.2 dB。 展开更多
关键词 环境噪声 现状 预测 指数平滑法 数据支撑
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电流互感器高压侧电源通信数据分布式传输
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作者 张新宇 黄晴晴 《通信电源技术》 2026年第1期73-75,共3页
在传输电流互感器高压侧电源产生的通信数据过程中,会受到电磁干扰影响,导致数据错误,降低通信数据传输的可靠性。为此,提出电流互感器高压侧电源通信数据分布式传输方法。该方法构建传输机制的初始框架,制定网络数据传输协议,并部署电... 在传输电流互感器高压侧电源产生的通信数据过程中,会受到电磁干扰影响,导致数据错误,降低通信数据传输的可靠性。为此,提出电流互感器高压侧电源通信数据分布式传输方法。该方法构建传输机制的初始框架,制定网络数据传输协议,并部署电流互感器高压侧电源通信数据分布式节点。基于切片资源占有率模型,通过负载均衡优化电力通信网络的传输通道,分配通信数据传输带宽,剔除异常数据,得到通信信息传输结果。经实验验证,该方法传输结果在不同电磁强度下的平均误码率数值低于0.35%,表明该方法可以有效提升通信数据传输的可靠性。 展开更多
关键词 电流互感器 高压侧电源 通信数据 分布式传输 误码率
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数据知识产权在产业中的保护价值、保护现状与保护机制
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作者 张亚娟 《中国科技产业》 2026年第1期63-66,共4页
数据是数字经济时代的核心生产要素,数据知识产权在产业中的价值和保护凸显。本文首先界定了数据知识产权在产业中的保护范畴,然后阐述了数据知识产权在产业中的保护价值,其次介绍了数据知识产权的保护现状,最后提出产业中的数据知识产... 数据是数字经济时代的核心生产要素,数据知识产权在产业中的价值和保护凸显。本文首先界定了数据知识产权在产业中的保护范畴,然后阐述了数据知识产权在产业中的保护价值,其次介绍了数据知识产权的保护现状,最后提出产业中的数据知识产权保护机制——“技术-法律-管理”三位一体的保护框架,系统分析了数据知识产权在技术、法律和管理层面的保护路径。在产业中构建和完善数据知识产权保护体系,需要企业、政策制定者、法律界和技术界的共同探索并落地。 展开更多
关键词 数据知识产权 产业 保护价值 保护现状 保护机制
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Rotary spectrum analysis of tidal current in the southern Yellow Sea
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作者 刘志亮 胡敦欣 +1 位作者 唐晓晖 魏恩泊 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2007年第3期286-291,共6页
A complete set of one-month Acoustic Doppler Profiler (ADP) current data at a station in the southern Yellow Sea (SYS) is analyzed using the rotary spectrum method. The results revealed different rotary properties bet... A complete set of one-month Acoustic Doppler Profiler (ADP) current data at a station in the southern Yellow Sea (SYS) is analyzed using the rotary spectrum method. The results revealed different rotary properties between barotropic and baroclinic tidal currents. The barotropic and baroclinic tidal currents rotate elliptically counter-clockwise and clockwise, respectively. Meanwhile, baroclinic bottom tidal currents are almost along-isobath. The baroclinic cross-isobath velocities attenuate quickly at the bottom, implying important effects of bottom topography on the cross-isobath motions. 展开更多
关键词 the southern Yellow Sea rotary spectrum current ADP data
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数据中心高压直流配电系统短路特性多层次分析
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作者 姜亭 《通信电源技术》 2026年第1期49-51,共3页
基于数据中心高压直流配电系统短路过程呈现的多阶段耦合与高频暂态特性,构建覆盖电容放电暂态与电源稳态馈入的多层次分析模型。模型在暂态阶段以二阶电阻-电感-电容(Resistor-Inductor-Capacitor,RLC)动力学方程刻画滤波电容主导的冲... 基于数据中心高压直流配电系统短路过程呈现的多阶段耦合与高频暂态特性,构建覆盖电容放电暂态与电源稳态馈入的多层次分析模型。模型在暂态阶段以二阶电阻-电感-电容(Resistor-Inductor-Capacitor,RLC)动力学方程刻画滤波电容主导的冲击电流,揭示等效电感与特征阻抗对电流陡升与峰值形成的控制机理;在稳态阶段结合整流模块折返限流特性与蓄电池荷电状态修正函数,描述短路电流随电源特性变化的演化规律。最后,从时间与空间维度解析线路阻抗的主导权转移与故障位置对波形前沿、峰值幅度及稳态特征的影响。实验结果表明,该模型能够准确再现短路全过程的动态特性,具备良好的工程适用性,可为直流保护整定、限流策略设计与级差配合优化提供理论依据。 展开更多
关键词 数据中心 高压直流配电系统 短路特性 多层次分析
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State Estimation of Distribution Network Considering Data Compatibility 被引量:1
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作者 Shengtao Wu Yan Li 《Energy and Power Engineering》 2020年第4期73-83,共11页
Considering that the measurement devices of the distribution network are becoming more and more abundant, on the basis of the traditional Supervisory Control And Data Acquisition (SCADA) measurement system, Phasor mea... Considering that the measurement devices of the distribution network are becoming more and more abundant, on the basis of the traditional Supervisory Control And Data Acquisition (SCADA) measurement system, Phasor measurement unit (PMU) devices are also gradually applied to the distribution network. So when estimating the state of the distribution network, the above two devices need to be used. However, because the data of different measurement systems are different, it is necessary to balance this difference so that the data of different systems can be compatible to achieve the purpose of effective utilization of the estimated power distribution state. To this end, this paper starts with three aspects of data accuracy of the two measurement systems, data time section and data refresh frequency to eliminate the differences between system data, and then considers the actual situation of the three-phase asymmetry of the distribution network. The three-phase state estimation equations are constructed by the branch current method, and finally the state estimation results are solved by the weighted least square method. 展开更多
关键词 DISTRIBUTION Network STATE Estimation data Compatibility Branch current Method
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基于K近邻算法的数据融合与改进图卷积神经网络的电机轴承故障诊断
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作者 孙丽玲 唐李昱 许伯强 《电机与控制学报》 北大核心 2025年第5期12-18,共7页
为了解决单一类型数据对电机轴承故障诊断准确率不高和图卷积神经网络具有过平滑现象的问题,提出一种多数据融合和改进图卷积神经网络的电机轴承故障诊断方法。首先,通过快速傅里叶变换将电机轴承的振动信号和电机电流信号分别转换为频... 为了解决单一类型数据对电机轴承故障诊断准确率不高和图卷积神经网络具有过平滑现象的问题,提出一种多数据融合和改进图卷积神经网络的电机轴承故障诊断方法。首先,通过快速傅里叶变换将电机轴承的振动信号和电机电流信号分别转换为频域信号;然后,将每一个频率视为一个结点,对应的振动和电流信号视为节点特征,根据K近邻图构造法,将振动信号和电流信号融合成图结构数据;进而,将图数据输入通过添加初始残差连接模块而改进的图卷积神经网络进行训练,从而得到诊断结果。在帕德博恩数据集上,将所提方法和多种模型进行电机轴承故障诊断对比实验,实验结果表明,所提模型的故障识别准确率能达到98.6%,优于对比方法,证明所提数据融合方法与改进图卷积神经网络是有效的。 展开更多
关键词 深度学习 故障诊断 图卷积神经网络 电机轴承 快速傅里叶变换 数据融合 电流数据
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基于特征数据信息熵的锂离子储能电站电芯健康状态评估与预测方法研究 被引量:1
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作者 夏向阳 岳家辉 +2 位作者 张媛 夏天 王明琦 《太阳能学报》 北大核心 2025年第2期78-89,共12页
针对锂离子储能电站簇内电芯老化程度及其一致性难以准确评估的问题,提出基于特征数据信息熵的储能电站锂离子电池健康状态评估与预测方法。该方法将传统属性数据进行优化预处理以形成特征数据集,提出将信息熵概念移植到储能电站特定运... 针对锂离子储能电站簇内电芯老化程度及其一致性难以准确评估的问题,提出基于特征数据信息熵的储能电站锂离子电池健康状态评估与预测方法。该方法将传统属性数据进行优化预处理以形成特征数据集,提出将信息熵概念移植到储能电站特定运行片段数据来展开分析,依据计算特征数据熵值大小情况来反映特征数据的有序程度,实现对簇内电芯老化程度及其一致性的分析判断,同时利用神经网络对熵值进行预测来对储能电站健康状态进行短期预测。最后通过储能电站实际运行数据与20S1P电池仿真模型验证基于特征数据信息熵值法对储能电站健康状态评估与预测的可行性与有效性,并在100 kW/200 kWh储能系统平台进行实际工程应用。 展开更多
关键词 锂离子电池 电池簇 信息熵 特征数据 恒流放电 健康状态
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