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Methodology of Searching the Best AE Sensor Array to localize PD sources in Power Transformer 寻找最佳声发射传感器阵列定位电力变压器局部放电源的方法
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535845
Shao-Rui Qin, Yan-Bo Wang, G. Ding, Taiyun Zhu, Jianlin Li, Guanjun Zhang
The partial discharge (PD) is the main cause of the insulation failure in power transformers. Localization of the partial discharge source in the transformer effectively and precisely has a very important meaning in the insulation maintenance. The acoustic emission(AE) method has attracted researchers' attention because AE sensors have excellent ability to resist electromagnetic interference and they are convenient to be installed. Many researchers use an array of multiple AE sensors to collect PD signals and use the time difference between the signals to localize the PD source. However, if the sensor arrangement is unreasonable, it will inevitably introduce a huge error in time difference estimation. In this paper, the propagation characteristics of AE signals and the basic principles of time-difference-of-arrival (TDOA) methods are briefly introduced. After that, this paper describes how to set up a transformer physical model proposes a method of optimizing the arrangement of ultrasonic sensor arrays to better localize the partial discharge power in transformers. The algorithm is used to optimize the sensor array on two planes of a 35kV transformer.
局部放电是电力变压器绝缘失效的主要原因。有效、准确地定位变压器局部放电源对绝缘维护具有十分重要的意义。声发射(AE)方法因其具有优异的抗电磁干扰能力和安装方便等优点而受到研究人员的关注。许多研究人员使用多个声发射传感器阵列来采集PD信号,并利用信号之间的时间差来定位PD源。但是,如果传感器布置不合理,必然会在时差估计中引入巨大的误差。本文简要介绍了声发射信号的传播特性和到达时间差法的基本原理。然后,本文介绍了如何建立变压器物理模型,提出了一种优化超声波传感器阵列布置的方法,以更好地定位变压器局部放电功率。将该算法应用于35kV变压器两平面传感器阵列的优化设计。
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引用次数: 1
Identifying a Mathematical Model to Optimize Pump Maintenance Planning Decisions - A Case of Irrigation Asset Management in K.S.A 确定一个优化水泵维护计划决策的数学模型——以沙特灌溉资产管理为例
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535792
M. Anis
With increasing investments being made by the Provincial Government in KSA's Eastern Province on irrigation water distribution projects, more focus is being placed on finding ways to reduce expenditure and restore the lost performance of irrigation assets due to planned or un-planned overhauls. This article presents a modeling approach to improve the repair schedule at the local water pump stations with an aim of minimizing total life-cycle cost of the pumps while maintaining eco-friendly standards. The case study used focuses on a Sanitary Wastewater Treatment Plant (SWTP) having centrifugal pumps running in parallel configuration to pump water from tanks to service reservoir. The opted methodology considers a realistic set of assumptions with the type of data available to identify four main parameters for maintenance decisions- the Hydraulic Model, Operation Model, Deterioration Model and Optimization Model. A hydraulic mode for the pumping system has been defined with performance measures like head-flow, power-flow and system curves and is used to compliment the deterioration model, which predicts the drop in pump performance with continuous use. Operational inputs such as the production schedules, pump schedules, duty specification, hydraulic output etc. are combined with deterioration mechanisms, namely the wear ring and internal surface deterioration, to identify an optimization model- an optimal pump overhaul schedule. While the hydraulic model is explained numerically using equations to approximate solutions, the optimization model is discussed as a linear integer programming problem using heuristics. Mathematically computed solutions to the models are finally applied to a system of three pump stations to forecast an appropriate number of overhauls for each pump station over the next four years with the subsequent costing involved. Thus, the described approach serves as a model-based decision support system tool (DSS) to assist planning engineers and asset maintenance managers in crucial pump overhaul planning and budgeting decisions.
随着沙特阿拉伯东部省政府对灌溉配水项目的投资不断增加,越来越多的人将重点放在寻找减少支出和恢复因计划或计划外大修而失去的灌溉资产性能的方法上。本文提出了一种建模方法来改善当地泵站的维修计划,目的是在保持环保标准的同时最小化水泵的总生命周期成本。使用的案例研究集中在一个卫生废水处理厂(SWTP),该污水处理厂采用离心泵并联配置,将水从水箱泵入服务水库。所选择的方法考虑了一组现实的假设和可用数据类型,以确定维护决策的四个主要参数-水力模型,运行模型,劣化模型和优化模型。泵送系统的水力模式已经定义,包括扬程流量、功率流和系统曲线等性能指标,并用于补充劣化模型,劣化模型预测泵的性能在持续使用中会下降。将生产计划、泵计划、负荷规格、液压输出等操作输入与磨损机制(即磨损环和内表面磨损)相结合,以确定优化模型-最佳泵大修计划。水力模型是用近似解的方程来解释的,优化模型是用启发式方法作为线性整数规划问题来讨论的。最后将模型的数学计算解决方案应用于一个由三个泵站组成的系统,以预测未来四年每个泵站的适当大修次数,并涉及随后的成本。因此,所描述的方法可以作为基于模型的决策支持系统工具(DSS),帮助规划工程师和资产维护经理进行关键的泵检修计划和预算决策。
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引用次数: 5
Interface Charge Behaviors between XLPE and EPDM with Different Conductivity 不同电导率的XLPE与EPDM界面电荷行为
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535642
Dong Li, Zhien Zhu, Liming Yang, Hao Zeng, K. Gao, Lixin Xu
The space charges accumulation between HVDC cable and accessory insulation will accelerate degradation and breakdown of the cable system, endanger the safety of the power grid. As is known that conductivity mismatch of cross-linked polyethylene (XLPE) and ethylene-propylene-diene terpolymer (EPDM) is the main reason for the charges accumulation in the interface. To investigate the influence of EPDM conductivity on the interface behaviors of XLPE/EPDM, In this paper, high field conductivity of two kind of EPDM and XLPE were tested at −5 kV/mm, −10 kV/mm, −20 kV/mm, −30 kV/mm, −40 kV/mm, −50 kV/mm and −60 kV/mm, and the space charges distribution of XLPE/EPDM interface was tested by pressure wave propagation (PWP) at −10kV/mm, −20kV/mm and −30kV/mm. It is shown that, when the conductivity of XLPE is lower than EPDM, the interface charge is positive; On the contrary, when the conductivity of XLPE is higher than EPDM, the interface charge is negative, and the interface charges density increases as the electric field rise. The experimental results are consistent with the interface charge density calculated based on the Maxwell-Wagner theory.
高压直流电缆与附件绝缘之间的空间电荷积累会加速电缆系统的退化和击穿,危及电网的安全。众所周知,交联聚乙烯(XLPE)和三元乙丙聚合物(EPDM)的电导率失配是导致界面电荷积聚的主要原因。为了研究EPDM电导率对XLPE/EPDM界面行为的影响,本文分别在- 5 kV/mm、- 10kV/mm、- 20kV/mm、- 30kV/mm、- 40 kV/mm、- 50 kV/mm和- 60 kV/mm下测试了两种EPDM和XLPE的高场电导率,并利用压力波传播(PWP)在- 10kV/mm、- 20kV/mm和- 30kV/mm下测试了XLPE/EPDM界面的空间电荷分布。结果表明:当XLPE的电导率低于EPDM时,其界面电荷为正;相反,当XLPE的电导率高于EPDM时,界面电荷为负,界面电荷密度随着电场的增大而增大。实验结果与基于麦克斯韦-瓦格纳理论计算的界面电荷密度一致。
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引用次数: 4
Methodology of on-site Precise Partial Discharge Measurement for Cable Terminations and Joints 电缆终端和接头现场精确局部放电测量方法
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535857
Toshihiro Takahashi
Partial discharge (PD) measurement is a powerful technique for the insulation diagnosis and precise asset management of electric power apparatus. However, PD occurs sometimes not continuously, rather with very low repetition rate in its inception stage. In that case, it is difficult in on-site PD measurement and diagnosis, because the pulses of very low repetition rate are difficult to produce any finger print such as phase resolved PD pattern (PRPD pattern). On the contrary, the continuously generated pulse signals obtained at the on-site PD measurement sometimes do not come from PD generated at the internal electrical insulation layer but outside of the apparatus such as a surface of the bushing, an edge of a metallic part of the apparatus which is installed near the objective apparatus. These signals coming not from the intended apparatus sometimes leads incorrect diagnostic results. Thus, the discrimination methodology of PD signals occurring in the intended apparatus is important for the accurate PD measurement and diagnosis. This paper discusses the discrimination methodology for the PD measurement at cable terminations and joints.
局部放电测量是电力设备绝缘诊断和精确资产管理的重要技术手段。然而,PD有时不是连续发生的,而是在其初始阶段以非常低的重复率发生。这种情况下,由于重复率极低的脉冲难以产生相位分辨PD模式(PRPD模式)等指纹,给现场PD测量和诊断带来了困难。相反,在现场PD测量中获得的连续产生的脉冲信号有时不是来自于在内部电绝缘层产生的PD,而是来自于设备外部,如套管的表面、安装在客观设备附近的设备的金属部件的边缘。这些不是来自预期仪器的信号有时会导致错误的诊断结果。因此,PD信号的鉴别方法对于PD的准确测量和诊断具有重要意义。本文讨论了电缆端部和接头局部电流测量的判别方法。
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引用次数: 2
Classification of Partial Discharge Images within DC XLPE Cables Based on Convolutional Deep Belief Network 基于卷积深度信念网络的直流XLPE电缆局部放电图像分类
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535602
Guanglei Huang, W. Cao, Xiaolei Xie, Zilong Li, Zhe Li, G. Sheng
The classification of partial discharge is of significance to diagnose the defects in high voltage cable systems. To improve the insulation defect classification accuracy at DC cross linked polyethylene(XLPE) cables, a new method used for PD images classification based on convolutional deep belief network (CDBN) is proposed in this paper. Firstly, four kinds of defects in XLPE cables are designed and tested under DC voltage. The q-Δt-n image is constructed based on PD signal collected by HFCT. Then the diagnostic CDBN model is constructed to extract the high-level detailed feature of q-Δt-n images with Gaussian visible units. Finally, classification experiments with CDBN, deep belief network(DBN), support vector machine(SVM) and backpropagation neural network(BPNN) is conducted. The experiment results show that the proposed method has higher classification accuracy of insulation defect diagnosis.
局部放电的分类对高压电缆系统的缺陷诊断具有重要意义。为了提高直流交联聚乙烯(XLPE)电缆绝缘缺陷的分类精度,提出了一种基于卷积深度信念网络(CDBN)的PD图像分类新方法。首先,设计并测试了交联聚乙烯电缆在直流电压下的四种缺陷。基于HFCT采集的PD信号构建q-Δt-n图像。然后构建诊断CDBN模型,提取具有高斯可见单元的q张-Δt-n图像的高级细节特征。最后,对CDBN、深度信念网络(DBN)、支持向量机(SVM)和反向传播神经网络(BPNN)进行分类实验。实验结果表明,该方法对绝缘缺陷诊断具有较高的分类准确率。
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引用次数: 1
High Voltage Circuit Breaker and Power Transformer Failure Modes and Their Detection 高压断路器和电力变压器故障模式及其检测
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535655
Charbel Antoun
This paper aims to explore the various failure modes associated with High Voltage Circuit Breakers and Power Transformers within transmission and subtransmission electricity networks and identify the online monitoring requirements to ensure effective early detection of issues. This would enable system operators to act appropriately to prevent unexpected failures. These requirements in the context of the capabilities and limitations in currently available Online Monitoring Technologies will also be discussed.
本文旨在探讨输变电网络中高压断路器和电力变压器的各种故障模式,并确定在线监测需求,以确保有效的早期发现问题。这将使系统操作员能够采取适当的行动,以防止意外故障。在当前可用的在线监测技术的能力和限制的背景下,还将讨论这些要求。
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引用次数: 6
A New White Box Test Method Applying to Watt-hour Meter Based on EEPROM Read and Write Data 基于EEPROM读写数据的电能表白盒测试新方法
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535828
Feng Ji, Qing Xu, Zhengqi Tian, Jin Bao
Considering the problems that Black box testing method for watt-hour meter cannot implement branch path traversal of the watt-hour meter software, and can't provide EEPROM data error tolerance evaluation of the watt-hour meter, also including the fact that watt-hour meter data storage unit EEPROM preserves running parameters of watt-hour meters, this paper proposes a new type of watt-hour meter white-box testing method based on EEPROM read and write. The new test method rewrites the parameters in EEPROM, which can implement branch path traversal of the watt-hour meter software, and avoid the branches path missing of the black box test. At the same time, the new test method can realize the fault tolerance evaluation of watt-hour meter software. Through the construction and integration of the new test platform, the watt-hour meter software can be tested automatically by the white-box test method, thus the test efficiency is greatly improved. As this method is applicable to the reliability test of the watt-hour meter, it can obtain better economic benefits compared with the black box testing method. The implementation of the new method in this paper have a certain reference value as to improve the reliability and fault tolerance of the watt-hour meter.
针对电能表黑盒测试方法不能实现电能表软件的分支路径遍历,不能提供电能表EEPROM数据容错性评价,以及电能表数据存储单元EEPROM保留电能表运行参数的问题,提出了一种基于EEPROM读写的新型电能表白盒测试方法。新的测试方法重写了EEPROM中的参数,实现了电能表软件的分支路径遍历,避免了黑箱测试的分支路径缺失。同时,新的测试方法可以实现电能表软件的容错性评估。通过新测试平台的搭建和集成,电能表软件可以通过白盒测试方法自动测试,从而大大提高了测试效率。由于该方法适用于电能表的可靠性测试,因此与黑箱测试方法相比,可以获得更好的经济效益。本文新方法的实施对提高电能表的可靠性和容错性具有一定的参考价值。
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引用次数: 0
The Dissipation Factor (tan δ) Monitoring of A Stator Winding Insulation of A Synchronous Machine 同步电机定子绕组绝缘耗散系数(tan δ)的监测
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535666
N. Phloymuk, P. Nimsanong, N. Phumipunepon, S. Potivejkul, T. Wiangtong, N. Pattanadech
the aim of this paper is to describe the dielectric loss tangent (tan δ) behaviors of the stator winding insulation of the 14.5 MVA 11kV synchronous machine from 2014–2017. This machine is still operated up to now. The tan δ values at different test voltages was measured and recorded. It was found that the sharp increase in tan δ values gave the sign of a significant degree of contamination and damage on the insulation surface which was proved by inspection. From the investigation the tan δ measurements is one of the effective ways to monitor and evaluate the insulation conditions of the stator insulation. The analysis and discussion of the existed problem of the synchronous machine are also included in this paper.
本文的目的是描述14.5 MVA 11kV同步电机定子绕组绝缘2014-2017年的介电损耗正切(tan δ)行为。这台机器至今还在运转。测量并记录了不同试验电压下的tan δ值。发现tan δ值的急剧增加表明绝缘表面有明显程度的污染和损坏,这一点经检查证实。研究表明,tan δ测量是监测和评价定子绝缘状态的有效方法之一。本文还对同步电机存在的问题进行了分析和讨论。
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引用次数: 2
Investigation of Arc Behavior in HVDC LC Resonance Circuit Breaker Using Flexible Pulsed DC-Source 柔性脉冲直流电源直流直流LC谐振断路器电弧行为研究
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535906
Kyu-Hoon Park, Ho-Yun Lee, M. Asif, Bang-wook Lee
As the multi-terminal HVDC systems are expanding, the needs for a HVDC circuit breaker is being enhanced to eliminate the adverse effects of a single pole fault on the whole system. However, there are challenges of dc interrupting that is due to the absence of the natural current zero point and the large rate of fault current (di / dt), which results in enormous interrupting energy. Therefore, the suitable circuit breaker topology that satisfy dc interrupting requirements have been widely studied. The passive resonance circuit breaker (PRCB) is one of the circuit breaker topologies that have been considered for HVDC system, and it is necessary to investigate the arc characteristics occurring in the main circuit breaker during opening operation. In this paper, a dc current source that generates a current pulse using semiconductor device IGBT switch and pre-charged capacitor was modeled, and Mayr black box model was used for analysis of arc characteristics. Unlike the conventional current source that generates the dc arc current using the L and C, the new current source can be arbitrarily selected for the current shape and the current slope without hardware modification and was used for measuring the steady state and transient state voltage-current characteristics of the switching arc. The black box Mayr model parameter values were calculated elaborately through the enhanced current source and the Levenberg-Marquardt Algorithm (LMA) widely used in the optimization technique was applied to the Mayr model to optimize the parameter values.
随着多终端高压直流系统规模的不断扩大,为了消除单极故障对整个系统的不利影响,对高压直流断路器的需求也在不断增加。然而,由于直流断流没有自然电流零点,且故障电流率(di / dt)较大,导致断流能量巨大,因此直流断流存在挑战。因此,满足直流断流要求的合适的断路器拓扑结构得到了广泛的研究。无源谐振断路器(PRCB)是高压直流系统中常用的断路器拓扑结构之一,有必要研究主断路器在开断过程中的电弧特性。本文对采用半导体器件IGBT开关和预充电电容产生电流脉冲的直流电流源进行了建模,并采用Mayr黑箱模型对电弧特性进行了分析。与利用L和C产生直流电弧电流的传统电流源不同,新型电流源可以任意选择电流形状和电流斜率,无需硬件修改,用于测量开关电弧的稳态和瞬态电压电流特性。通过增强电流源对黑匣子Mayr模型参数值进行精细计算,并将优化技术中广泛使用的Levenberg-Marquardt算法(LMA)应用于Mayr模型,对参数值进行优化。
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引用次数: 2
Photoelectron Emission on Polyimide Films Irradiated by Proton 质子辐照聚酰亚胺薄膜的光电子发射特性
Pub Date : 2018-09-01 DOI: 10.1109/CMD.2018.8535625
Natsumi Sato, Kotaro Suzuki, Ushio Chiba, H. Miyake, Y. Tanaka, T. Okumura, S. Kawakita, M. Takahashi, K. Koga
The dielectric characteristics of the surface material of the spacecraft, such as secondary electron emission (SEE) and photoelectron emission (PE), are required for high reliability of spacecraft generation. Those materials are deteriorated due to radioactive rays irradiation on orbit. Those values may be changed from the situation. When we want to estimate surface changing at the end of life (EOL) of satellite with accuracy, we need to give values of PE and SEE at EOL situation. In this report, we irradiated the proton beam to insulating materials and measured PE on the aged sample. We examined the relationship between the irradiation dose and PE.
航天器表面材料的二次电子发射(SEE)、光电子发射(PE)等介电特性对航天器的高可靠性发电是有要求的。这些材料由于轨道上的放射性射线照射而变质。这些值可能会随情况而改变。为了准确估计卫星寿命终止时的地表变化,需要给出卫星寿命终止时的PE和SEE值。在本报告中,我们将质子束照射到绝缘材料上,并测量了老化样品的PE。我们研究了辐照剂量与PE之间的关系。
{"title":"Photoelectron Emission on Polyimide Films Irradiated by Proton","authors":"Natsumi Sato, Kotaro Suzuki, Ushio Chiba, H. Miyake, Y. Tanaka, T. Okumura, S. Kawakita, M. Takahashi, K. Koga","doi":"10.1109/CMD.2018.8535625","DOIUrl":"https://doi.org/10.1109/CMD.2018.8535625","url":null,"abstract":"The dielectric characteristics of the surface material of the spacecraft, such as secondary electron emission (SEE) and photoelectron emission (PE), are required for high reliability of spacecraft generation. Those materials are deteriorated due to radioactive rays irradiation on orbit. Those values may be changed from the situation. When we want to estimate surface changing at the end of life (EOL) of satellite with accuracy, we need to give values of PE and SEE at EOL situation. In this report, we irradiated the proton beam to insulating materials and measured PE on the aged sample. We examined the relationship between the irradiation dose and PE.","PeriodicalId":6529,"journal":{"name":"2018 Condition Monitoring and Diagnosis (CMD)","volume":"19 1","pages":"1-4"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88618819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
期刊
2018 Condition Monitoring and Diagnosis (CMD)
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