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Data Processing of Fault Recorder in Power System
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作者 Yu Qin Yu Bai Minghao Wen 《Energy and Power Engineering》 2017年第4期46-52,共7页
This article studies the fault recorder in power system and introduces the Comtrade format. Andituses C++ programming to read recorded fault data and adopts Fourier analysis and symmetrical component method to filter ... This article studies the fault recorder in power system and introduces the Comtrade format. Andituses C++ programming to read recorded fault data and adopts Fourier analysis and symmetrical component method to filter and extract fundamental waves. Finally the effectiveness of the data processing method introduced in this paper is verified by CAAP software. 展开更多
关键词 fault recordER READ and Process recordED fault Data RESULT Verification
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PSCAD Based Multi-infeed HVDC System Simulation Validated by a Recorded Fault
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作者 张啸虎 白加林 陈陈 《Journal of Shanghai Jiaotong university(Science)》 EI 2014年第2期199-204,共6页
More and more high voltage direct current(HVDC) converters are being located in a load area in the Yangtze River Delta Region in China. It's large transmission capacity and intensive placement are hardly seen in o... More and more high voltage direct current(HVDC) converters are being located in a load area in the Yangtze River Delta Region in China. It's large transmission capacity and intensive placement are hardly seen in other countries. Accurate and reliable study tools and methods are extremely needed for power system engineers and researchers to deal with such problems which were never met before and otherwhere. A novel approach on electromagnetic modeling of alternating current / direct current(AC/DC) system is proposed and simulation is carried out to replay a real AC 3-phase to ground fault on a multi-infeed high voltage direct current(MIHVDC) system. AC system is specially simplified. Dynamic models and real parameters are adopted in main AC/DC equipments concerned and retained. Modeling and simulation are based on the power system computer aided design/electro-magnetic transient in direct current(PSCAD/EMTDC) system software package.Comparisons between simulation results and the records from the fault recorders are studied including both AC and DC quantities. 展开更多
关键词 multi-infeed high voltage direct current(HVDC) electromagnetic transient simulation power system computer aided design/electro-magnetic transient in direct current(PSCAD/EMTDC) system fault recorder
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Tectonic Taphrogenesis and Paleoseismic Records from the Yishu Fault Zone in the Initial Stage of the Caledonian Movement 被引量:19
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作者 TIAN Hongshui ZHANG Zengqi +3 位作者 ZHANG Banghua ZHU Jiewang SANG Zhongxi LI Hongkui 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2013年第4期936-947,共12页
The Yishu fault zone (mid-segment of the Tanlu fault zone) was formed in the Presinian. Periodic tectonic activities and strong seismic events have occurred along the fault zone. During the initial stage of the Cale... The Yishu fault zone (mid-segment of the Tanlu fault zone) was formed in the Presinian. Periodic tectonic activities and strong seismic events have occurred along the fault zone. During the initial stage of the Caledonian Movement, with the proceeding of the marine transgression from the Yishu paleo-channel to the western Shandong, uneven thick sediments, composed mainly of sand, mud and carbonates of littoral, lagoon, and neritic facies, were deposited in the Yishu fault zone and western Shandong, and constructed the bottom part of the Lower Cambrian consisting of the Liguan and Zhushadong formations. Through field observations and the lab-examinations, various paleoseismic records have been discovered in the Liguan Formation and the Zhushadong Formations of the Yishu fault zone and its vicinity, including some layers with syn-sedimentary deformation structures that were triggered by strong earthquakes (i.e. seismite, seismo-olistostrome, and seismo-turbidite). Paleoseismic records developed in the Zhushadong Formation are mainly seismites with soft-sediment deformation structures, such as liquefied diapir, small liquefied-carbonate lime-mud volcano, liquefied vein, liquefied breccia, convolute deformation (seismic fold), graded fault, soft siliceous vein, and deformation stromatolite, as well as seismites with brittle deformation structures of semiconsolidated sediments. Paleoseismic records preserved in the Liguan Formation are not only seismo-olistostrome with a slump fold, load structure, and ball-and-pillows, but also seismo-turbidite with convolution bedding, graded bedding and wavy-bedding. However, in the western Shandong area, the closer to the Yishu fault zone, the greater the thickness of the Liguan Formation and the Zhushadong Formation, the greater the number and type of layers with paleoseismic records, and the higher the earthquake intensity reflected by associations of seismic records. This evidence indicates that tectonic taphrogenesis accompanied by strong earthquake events occurred in the Yishu fault zone during the initial stage of the Caledonian Movement, which embodied the break-up of the Sino-Korean Plate along the Paleo-Tanlu fault zone at that time. 展开更多
关键词 Caledonian Movement paleoseismic record tectonic taphrogenesis Yishu fault zone
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Response spectrum of seismic design code for zones lack of near-fault strong earthquake records
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作者 李新乐 窦慧娟 +1 位作者 朱晞 孙建刚 《Acta Seismologica Sinica(English Edition)》 CSCD 2007年第4期447-453,共7页
It was shown from the study on the recently near-fault earthquake ground motions that the near-fault effects were seldom considered in the existing Chinese seismic code. Referring to the UBC97 design concept for near-... It was shown from the study on the recently near-fault earthquake ground motions that the near-fault effects were seldom considered in the existing Chinese seismic code. Referring to the UBC97 design concept for near-fault factors, based on the collected world-widely free-site records of near-fault earthquakes ground motions classified by earthquake magnitude and site condition, the attenuation relationship expressions of the acceleration spectrum demand at the key points within the long period and moderate period were established in term of the earthquake magnitude and the site condition. Furthermore, the near-fault factors' expressions about the earthquake magnitude and the fault distance were deduced for the area lack of near-fault strong earthquake records. Based on the current Chinese Building Seismic Design Code, the near-fault effect factors and the modified design spectral curves, which were valuable for the seismic design, were proposed to analyze the seismic response of structures. 展开更多
关键词 near-fault strong earthquake records spectral demand design response spectrum near-fault effect factor
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35kV光伏电站箱变高压熔断器慢熔故障分析及预防措施
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作者 王志强 陈聪 +2 位作者 何天磊 王晓剑 李想 《东北电力技术》 2026年第1期19-22,共4页
高压限流熔断器是保护电气设备免受电流过载及短路电流损害的重要电气设备。某35kV光伏电站箱变相高压限流熔断器发生慢熔故障,导致零序过流Ⅰ段保护动作,最终引起集电线路断路器跳闸。根据现场故障录波图、箱变厂家的解体检查以及熔筒... 高压限流熔断器是保护电气设备免受电流过载及短路电流损害的重要电气设备。某35kV光伏电站箱变相高压限流熔断器发生慢熔故障,导致零序过流Ⅰ段保护动作,最终引起集电线路断路器跳闸。根据现场故障录波图、箱变厂家的解体检查以及熔筒击穿位置,分析发现是箱变高压侧横杆连接处螺丝松动导致C相高压熔断器温度升高,进而发生慢熔故障。针对此次事故,逐步分析故障原因并提出相应的预防措施,对提高今后光伏电站箱变的运行可靠性具有一定的参考价值。 展开更多
关键词 光伏发电用箱变 故障录波 熔断器 慢熔
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Fault-zone trapped waves at Muyu in Wenchuan earthquake region 被引量:2
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作者 Lai Xiaoling Sun Yi 《Geodesy and Geodynamics》 2011年第2期66-70,共5页
Trapped waves in the Qingchuan fault zone were observed at Muyu near the northeastern end of the fractured zone of the Wenchuan Ms8. 0 earthquake. The results indicate a fault-zone width of about 200 m and a great dif... Trapped waves in the Qingchuan fault zone were observed at Muyu near the northeastern end of the fractured zone of the Wenchuan Ms8. 0 earthquake. The results indicate a fault-zone width of about 200 m and a great difference in physical property of the crust on different sides of the fault. The inferred location of crustal changes is consistent with land-form boundary on the surface 展开更多
关键词 Wenchuan earthquake region fault-zone trapped waves Longmenshan fault belt seismic records Qingchuan fault
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The 2018 M_S 5.9 Mojiang Earthquake:Source model and intensity based on near-field seismic recordings 被引量:4
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作者 Xu Zhang Zhen Fu +2 位作者 LiSheng Xu ChunLai Li Hong Fu 《Earth and Planetary Physics》 CSCD 2019年第3期268-281,共14页
On September 8, 2018, an M_S 5.9 earthquake struck Mojiang, a county in Yunnan Province, China. We collect near-field seismic recordings(epicentral distances less than 200 km) to relocate the mainshock and the aftersh... On September 8, 2018, an M_S 5.9 earthquake struck Mojiang, a county in Yunnan Province, China. We collect near-field seismic recordings(epicentral distances less than 200 km) to relocate the mainshock and the aftershocks within the first 60 hours to determine the focal mechanism solutions of the mainshock and some of the aftershocks and to invert for the finite-fault model of the mainshock.The focal mechanism solution of the mainshock and the relocation results of the aftershocks constrain the mainshock on a nearly vertical fault plane striking northeast and dipping to the southeast. The inversion of the finite-fault model reveals only a single slip asperity on the fault plane. The major slip is distributed above the initiation point, ~14 km wide along the down-dip direction and ~14 km long along the strike direction, with a maximal slip of ~22 cm at a depth of ~6 km. The focal mechanism solutions of the aftershocks show that most of the aftershocks are of the strike-slip type, a number of them are of the normal-slip type, and only a few of them are of the thrust-slip type.On average, strike-slip is dominant on the fault plane of the mainshock, as the focal mechanism solution of the mainshock suggests, but when examined in detail, slight thrust-slip appears on the southwest of the fault plane while an obvious part of normal-slip appears on the northeast, which is consistent with what the focal mechanism solutions of the aftershocks display. The multiple types of aftershock focal mechanism solutions and the slip details of the mainshock both suggest a complex tectonic setting, stress setting, or both. The intensity contours predicted exhibit a longer axis trending from northeast to southwest and a maximal intensity of Ⅷ around the epicenter and in the northwest. 展开更多
关键词 2018 MS 5.9 Mojiang EARTHQUAKE NEAR-FIELD SEISMIC recordING finite-fault model INTENSITY prediction FOCAL mechanism solution
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基于度量学习及知识推理的换流站阀区故障定位方法研究 被引量:1
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作者 魏允 李献伟 +3 位作者 张彦龙 曹晖 许丹 邱俊宏 《电测与仪表》 北大核心 2025年第6期134-142,共9页
换流阀是直流输电工程的核心设备,其价值约占换流站成套设备总价的22%~25%,其运行状态直接影响直流输电系统的可靠性。文章针对换流站阀区现有故障人工定位效率低、耗时长、严重依赖运行人员水平等问题,提出了基于度量学习和知识推理的... 换流阀是直流输电工程的核心设备,其价值约占换流站成套设备总价的22%~25%,其运行状态直接影响直流输电系统的可靠性。文章针对换流站阀区现有故障人工定位效率低、耗时长、严重依赖运行人员水平等问题,提出了基于度量学习和知识推理的换流站阀区故障定位方法。文中基于PSCAD(power system computer aided design)仿真分析软件构建了阀区故障仿真模型,生成阀区典型故障录波数据,通过时频域变换获取前100根最大谱线;构建基于度量学习的数据降维网络,通过最大化类间距离、最小化类内距离实现录波电气量特征提取;形成电气量-开关量-故障类型三元组,以知识图谱形式存储故障定位知识,设计知识图谱推理算法实现基于录波数据分析的故障定位。实验结果表明,该方法基于换流站阀区录波数据实现故障定位检出率在92%以上,将有效提升运行人员故障定位效率。 展开更多
关键词 换流站 故障录波 度量学习 知识推理 故障定位
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Neural network analysis of overturning response under near-fault type excitation 被引量:1
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作者 Nikos Gerolymos Marios Apostolou George Gazetas 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2005年第2期213-228,共16页
Under strong seismic excitation, a rigid block will uplift from its support and undergo rocking oscillations which may lead to (complete) overturning. Numerical and analytical solutions to this highly nonlinear vibr... Under strong seismic excitation, a rigid block will uplift from its support and undergo rocking oscillations which may lead to (complete) overturning. Numerical and analytical solutions to this highly nonlinear vibration problem are first highlighted in the paper and then utilized to demonstrate how sensitive the overturning behavior is not only to the intensity and frequency content of the base motion, but also to thc presence of strong pulses, to their detailed sequence, and even to their asymnletry. Five idealised pulses capable of representing "rupture-directivity" and "fling" affected ground motions near the fault, are utilized to this end : the one-cycle sinus, the one-cycle cosinus, the Ricker wavelet, the truncated (T)-Ricker wavelet, and the rectangular pulse "Overturning-Acceleration Amplification" and "Rotation" spectra are introduced and presented. Artificial neural network modeling is then developed as an alternative numerical solution. The neural network analysis leads to closed-form expressions for predicting the overturning failure or survival of a rigid block, as a function of its geometric properties and the characteristics of the excitation time history. The capability of the developed neural network modeling is validated through comparisons with the numerical solution. The derived analytical expressions could also serve as a tool for assessing the destructiveness of near-fault ground motions, for structures sensitive to rocking with foundation uplift. 展开更多
关键词 OVERTURNING UPLIFTING pulse near-fault moti neural network rocking spectrum Kocaeli records
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Exploration of fault-zone trapped waves at Pingtong Town,in Wenchuan earthquake region
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作者 Xiaoling Lai Songlin Li Yi Sun 《Geodesy and Geodynamics》 2010年第1期29-33,共5页
Pingtong Town is located on the fractured zone of the Wenchuan 8.0 earthquake, and is seriously damaged by the earthquake. Our observation line is centered at an earthquake exploration trench across the fractured zone... Pingtong Town is located on the fractured zone of the Wenchuan 8.0 earthquake, and is seriously damaged by the earthquake. Our observation line is centered at an earthquake exploration trench across the fractured zone in the NW-SE direction, and is about 400 m long. The results reveal trapped waves in the rup- tured fault zone of the earthquake, and indicate a great difference in physical property between the media inside and outside the fault zone. The predominant frequency of the fault-zone trapped waves is about 3 -4 Hz. The wave amplitudes are larger near the exploration trench. The width of the fault zone in the crust at this location is estimated to be 200 m. In some records, the waveforms and the arrival times of S waves are quite different between the two sides of the trench. The place of change coincides with the boundary of uplift at the surface. 展开更多
关键词 Wenchuan earthquake region fault-zone trapped waves Longmenshan fault belt EXPLORATION seismic records
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Fault zone trapped waves at Longmenshan fault belt
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作者 Sun Yi Lai Xiaoling 《Geodesy and Geodynamics》 2013年第3期48-52,共5页
Trapped waves in different sections of Longmenshan fault belt were observed, and the results show the difference between the northern and southern portions of this fault belt. Guanzhuang and Leigu surveying lines are ... Trapped waves in different sections of Longmenshan fault belt were observed, and the results show the difference between the northern and southern portions of this fault belt. Guanzhuang and Leigu surveying lines are located at the northern portion of the fault belt, and the result indicates that the width of the rupture zone underground in this area is about 160 - 180 m. The center position of rupture zone underground corresponds to the surface breaking trace, and is equally distributed at the edges of the two fault walls. However, Hongkou surveying line is located at the southern portion of the fault belt, and the result indicates that the width of the rupture zone underground in this area is about 180 -200 m. The rupture zone underground is mainly distributed below fault scarp. The Wenchuan MsS. 0 earthquake and Lushan Ms7.0 earthquake both occurred at the Longmenshan fault belt. The results will provide information for the structure background of the two violent earthquakes. 展开更多
关键词 Longmenshan fault belt fault zone trapped waves seismic record sectional difference
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Near-surface Geothermal Gradient Observation and Geothermal Analyses in the Xianshuihe Fault Zone,Eastern Tibetan Plateau 被引量:9
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作者 LIU Qianqian SHI Yanan +4 位作者 WEI Dongping HAN Peng CHEN Shunyun LIU Peixun LIU Liqiang 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2017年第2期414-428,共15页
The Xianshuihe fault(XSHF) zone, characterized by intense tectonic activity, is located at the southwest boundary of the Bayan Har block, where several major earthquakes have occurred, including the 2008 Wenchuan an... The Xianshuihe fault(XSHF) zone, characterized by intense tectonic activity, is located at the southwest boundary of the Bayan Har block, where several major earthquakes have occurred, including the 2008 Wenchuan and the 2013 Lushan earthquakes. This study analysed underground temperature sequence data for four years at seven measuring points at different depths(maximum depth: 18.9 m) in the southeastern section of the XSHF zone. High-frequency atmospheric noise was removed from the temperature sequences to obtain relatively stable temperature fields and heat fluxes near the measurement points. Our measurements show that the surrounding bedrock at(the seven stations distributed in the fault zone) had heat flux values range from-41.0 to 206 m W/m^2, with a median value of 54.3 m W/m^2. The results indicate a low heat flux in the northern section of DaofuKangting and a relatively high heat flux in the southern section of Kangting, which is consistent with the temperature distributions of the hot springs near the fault. Furthermore, our results suggest that the heat transfer in this field results primarily from stable underground heat conduction. In addition, the underground hydrothermal activity is also an obvious factor controlling the geothermal gradient. 展开更多
关键词 temperature sequence records geothermal gradient heat flow heat flux Xianshuihe fault zone Tibet Plateau Proto-Tethys
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审视与矫正:医疗过错推定中篡改病历行为之归责——以《民法典》第1222条第3项为视角
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作者 毛淑玲 孙晓松 《医学与法学》 2025年第3期1-6,共6页
《民法典》第1222条第3项明确将篡改病历行为推定归责为医疗机构存在过错,该规定应属于一种可反驳的规范。通过比较分析和案例研判发现,实务中由篡改病历而衍生对该行为之认定的标准不一、医疗机构抗辩权难以保障、证据偏在强化、过错... 《民法典》第1222条第3项明确将篡改病历行为推定归责为医疗机构存在过错,该规定应属于一种可反驳的规范。通过比较分析和案例研判发现,实务中由篡改病历而衍生对该行为之认定的标准不一、医疗机构抗辩权难以保障、证据偏在强化、过错归责不合理以及“同案不同判”等诸多难题;为实现对该行为的预防及归责的矫正,应基于实体法中的证据规范,对该行为进行准确界定,摒弃“修改”病历资料等同于“篡改”和“篡改”病历等同于存在医疗“过错”的错误思维。 展开更多
关键词 医疗损害 过错推定 病历篡改 证据偏在
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基于结构分析与极限学习机的牵引传动系统多传感器故障实时联合诊断方法 被引量:1
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作者 李学明 刘侃 +3 位作者 陈志文 甘韦韦 成正林 蒋奉兵 《控制与决策》 北大核心 2025年第5期1590-1598,共9页
针对目前牵引传动系统传感器故障诊断中存在的诊断对象单一、传感器信号间强耦合性未充分考虑可能导致的误报问题,提出一种多传感器故障联合实时诊断方法.首先,分析基于现有传感器布局的可诊断性,并构建可实现所有传感器故障可隔离的结... 针对目前牵引传动系统传感器故障诊断中存在的诊断对象单一、传感器信号间强耦合性未充分考虑可能导致的误报问题,提出一种多传感器故障联合实时诊断方法.首先,分析基于现有传感器布局的可诊断性,并构建可实现所有传感器故障可隔离的结构最小型超定方程集(MSOs)和故障特征矩阵;其次,基于每个MSO对应的传感器信号集和相关系统机理知识,确定数据驱动模型的输入输出信号、模型输入信号的阶次以及不同输入信号间的关联关系;接着,利用极限学习机算法,基于历史正常数据样本建立每个MSO的数据驱动模型,实现其输出值的有效估计,并生成残差序列,并结合故障特征矩阵实现不同传感器故障的有效检测与诊断;最后,采用半实物仿真与现场故障场景录波的虚实联合测试验证平台对所提出诊断算法进行测试验证.验证结果表明,与现有方法相比,所提出方法能够实现牵引传动系统多传感器故障的快速检测与定位,具有良好的工程应用价值. 展开更多
关键词 牵引传动系统 多传感器故障 结构分析法 极限学习机 现场故障场景录波 实时联合诊断
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基于改进自适应Prony算法的故障信号录波方法研究 被引量:1
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作者 鄢晶 李进扬 +2 位作者 王莉琳 段志强 王亚捷 《高压电器》 北大核心 2025年第4期211-218,共8页
配电网发生故障时故障信号的复杂特性,给电力系统故障录波研究带来了严峻挑战。文中将搜索步长作为自适应变量,提出了一种基于改进自适应Prony算法的故障信号录波方法。该方法以均方相对拟合误差为判据,使用变步长的手段搜索信号子段的... 配电网发生故障时故障信号的复杂特性,给电力系统故障录波研究带来了严峻挑战。文中将搜索步长作为自适应变量,提出了一种基于改进自适应Prony算法的故障信号录波方法。该方法以均方相对拟合误差为判据,使用变步长的手段搜索信号子段的分界点,在搜索初期用较大步长确立大致分界点,而后逐渐缩小步长以确立精确的子段分界点。基于仿真结果表明:基于改进自适应Prony算法可以在保证实际故障信号分析处理正确性与有效性的同时,显著地提高计算效率。辨识和定位的有效性和准确性有径直的联系。 展开更多
关键词 故障录波 自适应 PRONY算法 变步长
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基于故障录波数据的双调谐直流滤波器失谐元件检测方法
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作者 俞斌 王吉文 +2 位作者 汪伟 庄增宝 肖华锋 《电气工程学报》 北大核心 2025年第1期228-238,共11页
特高压直流输电系统中直流滤波器的失谐将增加谐波水平,失谐元件的定位对于提高直流滤波器的运行可靠性具有重要的应用价值。提出一种基于故障录波的双调谐直流滤波器失谐元件检测方法,首先根据滤波器结构将元件进行分组,利用故障后系... 特高压直流输电系统中直流滤波器的失谐将增加谐波水平,失谐元件的定位对于提高直流滤波器的运行可靠性具有重要的应用价值。提出一种基于故障录波的双调谐直流滤波器失谐元件检测方法,首先根据滤波器结构将元件进行分组,利用故障后系统记录的录波测点电气量,使用傅里叶分解计算谐波电流和谐波电压幅值,并经过理论推导选择特定次数的谐波电流比和谐波阻抗作为特征量,实现元件参数变化方向和特征量变化方向一一对应,判断出各组中的失谐元件,并在各支路至多一个元件失谐的假设下,可进一步计算失谐元件的和失谐度大小。最后通过对PSCAD仿真数据和现场录波数据的计算分析,验证了所提方法和判据的正确性和有效性,为直流滤波器失谐元件的定位提供了实用的检测方法。 展开更多
关键词 特高压直流输电 直流滤波器 失谐辨识 故障录波
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电网冲击对发电机转子引起的扭振分析研究
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作者 张舒麒 倪秋华 +3 位作者 卢庆港 陈志林 万平生 吴骞 《电工电气》 2025年第11期54-60,共7页
汽轮发电机组在电网波动或者启停机期间普遍存在发电机振动突变短时超限值的现象,严重影响机组的状态监测。研究了扭振故障识别方法,选取某核电站电网冲击故障时的录波仪数据为研究对象,对其电磁转矩进行了稳态和暂态计算,找出了电网冲... 汽轮发电机组在电网波动或者启停机期间普遍存在发电机振动突变短时超限值的现象,严重影响机组的状态监测。研究了扭振故障识别方法,选取某核电站电网冲击故障时的录波仪数据为研究对象,对其电磁转矩进行了稳态和暂态计算,找出了电网冲击和扭振突变之间的关系,并进行了安全性分析,为机组的可靠运行提供了重要参考价值。 展开更多
关键词 汽轮发电机组 扭振 电网冲击 故障录波
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基于改进BP网络的数字化智慧电站故障预警系统研究 被引量:1
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作者 陈晓彬 林峻嵩 黄建辉 《粘接》 2025年第7期179-182,共4页
针对电站运行环境复杂、高负载、不均衡电流等因素给电力建设带来的诸多问题,设计一种基于BP神经网络的数字化智慧电站故障检测系统。该系统包含站控层、间隔层与过程层三大硬件模块,依据模块化设计理念设计数据采集、故障检测、在线预... 针对电站运行环境复杂、高负载、不均衡电流等因素给电力建设带来的诸多问题,设计一种基于BP神经网络的数字化智慧电站故障检测系统。该系统包含站控层、间隔层与过程层三大硬件模块,依据模块化设计理念设计数据采集、故障检测、在线预警软件程序,最后将软件程序添加到硬件系统中,通过故障录波装置获得电站故障的具体信息,通过智能终端诊断电站故障原因,并根据不同的原因发出对应警报,完成电站故障的检测与预警。实验结果表明,所提方法的电流采集效果较好、故障定位能力较好。 展开更多
关键词 数字化智慧电站 BP神经网络 故障录波装置 故障检测
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基于大语言模型的汽车故障记录自动标注方法研究
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作者 戴雅雯 赵悦 张琳 《现代信息科技》 2025年第12期92-96,共5页
汽车故障记录是车辆状况分析的重要数据来源,但其非结构化和专业性使得人工标注成本高昂。针对该问题提出了一种基于大语言模型的自动标注方法。研究结合大语言模型和领域知识,通过构建特定的提示模板,实现对汽车故障记录中故障部位、... 汽车故障记录是车辆状况分析的重要数据来源,但其非结构化和专业性使得人工标注成本高昂。针对该问题提出了一种基于大语言模型的自动标注方法。研究结合大语言模型和领域知识,通过构建特定的提示模板,实现对汽车故障记录中故障部位、故障状态和检测工具数据的抽取与标注。实验结果表明,基于结合行业示例的少样本提示模版的DeepSeek模型表现最佳,标注精确率为79.65%,召回率达到84.92%,F1值为82.20%,在F1值上优于基于传统深度学习模型的标注方法3%以上。 展开更多
关键词 大语言模型 汽车故障记录 自动标注 提示工程
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大型水电站发变组及厂用电典型电气故障分析
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作者 季杰 黄建琼 《电力安全技术》 2025年第8期74-78,共5页
分析大型水电站发电机、电压互感器、高压厂用变压器、厂用电母线及异步电机等电气设备常见典型电气故障的录波波形特征,为现场运行和检修人员定位故障点、隔离故障间隔及设备检修提供决策依据。
关键词 故障录波装置 发电机接地 铁磁谐振 励磁涌流 相间故障
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