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2020 IEEE Electrical Insulation Conference (EIC)最新文献

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Introduction to Predictive Models for Motor Dielectric Aging 电机电介质老化预测模型简介
Pub Date : 2020-06-01 DOI: 10.1109/eic47619.2020.9158730
Gavin Jones, N. Frost
Standardized testing methods are generally utilized to assess in service dielectric material aging and over time use of this information allows one to become knowledgeable as to the condition of the motor, and ultimately, when to repair the machine prior to failure. Traditional accelerated aging experiments are performed to evaluate base dielectric materials for properties such as thermal class and the ability to withstand voltage over time. Physical models for dielectric aging have also been developed. Emulators (aka predictive models) are statistical models trained using advanced analytics and machine learning algorithms to capture the input/output relationships of an underlying system or data set. Once trained, the emulator can be used in lieu of the process that generated the training data to rapidly predict outputs for arbitrary input combinations. Emulators can be created of both deterministic physics-based simulation codes and physical or experimental processes. Using a simple physical motor model, the process of building an emulator will be illustrated. This process begins with a design of experiments to select input combinations for the experimental collection of training data from the physical model. The emulator's predictive accuracy can be iteratively improved through an adaptive design process that combines knowledge of the previously conducted experiments with the emulator's ability to assess areas of greatest uncertainty in its predictions. The final validated emulator can be used for sensitivity analyses of inputs on the output(s) of interest, uncertainty propagation, and optimization. Applications of emulators include virtual sensors, predictive maintenance, calibration of physics-based simulation models, and digital twins. Avenues of application for an emulator of a motor model include predictions of motor life and dielectric failure probabilities based on dielectric and insulation material properties.
标准化测试方法通常用于评估使用中的电介质材料老化,随着时间的推移,使用这些信息可以使人们了解电机的状况,并最终确定在故障发生之前何时修理机器。传统的加速老化实验是为了评估基介质材料的性能,如热等级和耐压能力。介质老化的物理模型也得到了发展。仿真器(又名预测模型)是使用高级分析和机器学习算法训练的统计模型,用于捕获底层系统或数据集的输入/输出关系。一旦训练完毕,模拟器就可以代替生成训练数据的过程来快速预测任意输入组合的输出。模拟器既可以由基于确定性物理的仿真代码创建,也可以由物理或实验过程创建。使用一个简单的物理电机模型,将说明建立仿真器的过程。这个过程从设计实验开始,为物理模型的训练数据的实验收集选择输入组合。仿真器的预测精度可以通过自适应设计过程不断提高,该过程将先前进行的实验的知识与仿真器评估其预测中最大不确定性区域的能力相结合。最终验证的仿真器可用于对感兴趣的输出、不确定性传播和优化的输入进行灵敏度分析。仿真器的应用包括虚拟传感器、预测性维护、基于物理的仿真模型的校准和数字孪生。电机模型仿真器的应用途径包括基于介电和绝缘材料特性的电机寿命和介电失效概率的预测。
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引用次数: 0
Testbed to Study the Surface Charge Distribution along DC Standoff Insulators for All-Electric Ships 全电动船舶直流绝缘子表面电荷分布试验研究
Pub Date : 2020-06-01 DOI: 10.1109/eic47619.2020.9158667
Jeong H. Choi, Ning Guo, T. Damle, Jeffrey Ding, Richard Nguyen, Chanyeop Park, L. Graber
Future all-electric ships will likely be based on a medium voltage direct current (MVDC) architecture to distribute power to its electrical loads. It is essential to investigate the different conditions from conventional terrestrial power systems under which such power systems operate: (a) DC voltage, (b) ungrounded operation, (c) spectrum of power electronic switching harmonics, (d) environmental conditions and type of pollution, as well as (e) required level of resiliency and reliability. The testbed is designed to operate at up to 60 kV DC voltage, ungrounded, with a superimposed ripple voltage, and enable to study the effect of various degrees of surface pollution and the impact of ground faults. The impact of the above-listed factors as preliminary result is studied experimentally through the testbed. Recommendations for new standards for creepage distance specific to MVDC shipboard power system are provided.
未来的全电动船舶可能会基于中压直流(MVDC)架构将电力分配给其电气负载。有必要研究这种电力系统运行的不同于传统地面电力系统的条件:(a)直流电压,(b)不接地运行,(c)电力电子开关谐波频谱,(d)环境条件和污染类型,以及(e)所需的弹性和可靠性水平。该试验台设计工作在直流电压高达60kv、不接地、叠加纹波电压下,能够研究不同程度的地表污染的影响和接地故障的影响。通过试验台对上述因素的影响作为初步结果进行了实验研究。对MVDC船舶电力系统的爬电距离新标准提出了建议。
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引用次数: 1
Effects of aging on the mechanical and dielectric properties of transformer grade Kraft paper 老化对变压器级牛皮纸力学性能和介电性能的影响
Pub Date : 2020-06-01 DOI: 10.1109/EIC47619.2020.9158661
I. Hosier, P. Lewin, J. Pilgrim, G. Wilson
In order to understand the aging process of paper used in high voltage transformers, transformer grade Kraft paper samples were aged in a fan oven in order to access the full range of DP values from 1100 (new) to∼200 (end of life). The absence of significant oxidation was verified by infrared spectroscopy and the mechanical and dielectric properties were assessed as a function of DP. Whilst the dielectric properties (in the absence of water) were unaffected by aging, the tensile strength was reduced. This confirms studies in the literature which show that most transformer breakdowns occur through mechanical failure of the paper and crucially, provides a mechanism of providing paper samples of known DP for subsequent exposure to oil flow.
为了了解高压变压器中使用的纸张的老化过程,变压器级牛皮纸样品在风扇烘箱中老化,以便获得从1100(新)到~ 200(寿命结束)的DP值的全部范围。通过红外光谱验证了没有明显的氧化,并评估了机械和介电性能作为DP的函数。虽然介电性能(在无水的情况下)不受老化影响,但拉伸强度降低。这证实了文献中的研究,表明大多数变压器故障是通过纸张的机械故障发生的,至关重要的是,提供了一种机制,为随后暴露于油流提供已知DP的纸张样本。
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引用次数: 2
Power Transformer Fault Characterization Through Oil Contaminants Evaluation 基于油污染物评价的电力变压器故障表征
Pub Date : 2020-06-01 DOI: 10.1109/EIC47619.2020.9158679
H. Wilhelm, P. Fernandes, C. Steffens, K. Moscon, M. Mattoso, S. Peres, M. Ziliotto, C. Galdeano, Milton M. S. Junior, J. B. F. Neto, T. Marchesan, V. Bender
Dissolved gas analysis (DGA) in insulating oil is performed periodically to access operating conditions of power transformers. DGA results suggest possible incipient faults and maintenance actions for transformer repair. The more information the process gives, the better and cheaper corrective actions can be. To optimize asset management, determine the need for repair in a transformer failure, or choose options for managing operating conditions, an additional tool that allows maintenance engineering to previously identify failure type would be interesting. When an incipient fault occurs, all construction materials involved will be affected and, therefore leave traces in insulating fluid. This paper is a first step in evaluating potential analytical methods to be used in determining the presence of transformers construction materials in insulating fluids due to incipient faults. Insulating oil samples were first contaminated with different transformer construction materials in order to test different analytical techniques to determine the presence of those materials in oil and/or their influence in oil properties. Samples were thermally aged and then tested by different methods to find out contamination effect on physical chemistry properties, such as total acid number, interfacial tension, dielectric loss and others. The presence of added contaminants both soluble as well as particulate material is also investigated. Soluble contamination materials are determined by use chemical analysis techniques such as Fourier Transform Infrared Spectroscopy (FTIR), Gas Chromatography Mass Spectrometry (GC-MS), Inductively Coupled Plasma (ICP), and enhanced DGA. Some nonconventional analysis techniques were also used to evaluate particulate contaminants related added construction materials, such as particles counting, particle quantification index (PQI), and Analytical Ferrography that gives particles nature, shape and size. This work is part of the R&D research project ANEEL PD-222.2017.
定期对绝缘油中的溶解气体进行分析,了解电力变压器的运行状况。DGA结果提示了变压器可能出现的早期故障和维修措施。过程提供的信息越多,纠正措施就越好,成本也越低。为了优化资产管理,确定变压器故障时的维修需求,或者选择管理运行条件的选项,一个允许维护工程师预先识别故障类型的额外工具将是有趣的。当早期故障发生时,所涉及的所有建筑材料都将受到影响,因此在绝缘液中留下痕迹。本文是评估潜在分析方法的第一步,用于确定由于早期故障而导致的绝缘流体中是否存在变压器结构材料。绝缘油样品首先被不同的变压器结构材料污染,以便测试不同的分析技术,以确定这些材料在油中的存在和/或它们对油性质的影响。对样品进行热老化,然后采用不同的方法进行测试,以了解污染对总酸值、界面张力、介电损耗等物理化学性质的影响。还研究了添加污染物的存在,包括可溶性污染物和颗粒物质。可溶污染物质的测定使用化学分析技术,如傅里叶变换红外光谱(FTIR),气相色谱-质谱(GC-MS),电感耦合等离子体(ICP)和增强型DGA。一些非常规的分析技术也被用于评估与添加的建筑材料相关的颗粒污染物,如颗粒计数、颗粒量化指数(PQI)和分析铁谱,可以给出颗粒的性质、形状和大小。这项工作是研发研究项目ANEEL PD-222.2017的一部分。
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引用次数: 1
Field Experiences Utilizing Electrical Signature Analysis to Detect Winding and Mechanical Problems in Wind Turbine Generators 利用电特征分析检测风力发电机绕组和机械问题的现场经验
Pub Date : 2020-06-01 DOI: 10.1109/EIC47619.2020.9158573
K. Alewine, H. Penrose
Electrical Signature Analysis (ESA), while not a new technology, has only recently been utilized in identifying and predicting winding failures in wind turbine generators. This novel application of existing technology has been very successful in identifying problems in several models of generators as well as other drive train issues. This paper will present a review of the basic technology utilized and will present the results from testing several hundred turbines including some with supporting documentation from physical inspections and/or predicted failures. This methodology, which can be trended, provides critical reliability information to help plan and prioritize preventative maintenance actions during low production times as well as periodic provide condition reporting on those turbines where continuous monitoring information is not available.
电气特征分析(ESA)虽然不是一项新技术,但直到最近才被用于识别和预测风力发电机的绕组故障。这种现有技术的新应用已经非常成功地识别了几种型号的发电机以及其他传动系统问题。本文将回顾所使用的基本技术,并将介绍数百台涡轮机的测试结果,其中包括一些物理检查和/或预测故障的支持文件。该方法可以提供关键的可靠性信息,以帮助在低生产时间计划和优先考虑预防性维护行动,并定期提供那些无法获得连续监测信息的涡轮机的状态报告。
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引用次数: 1
Theoretical Investigations on the Decomposition Characteristic Gases of Fluoronitriles/CO2 Mixture After Arc Interruption 断弧后氟腈/CO2混合物分解特征气体的理论研究
Pub Date : 2020-06-01 DOI: 10.1109/eic47619.2020.9158706
Xiaojuan Yu, Yue-E Liu, Hua Hou, Baoshan Wang
Since sulfur hexafluoride (SF6) has been subject to various regulations to reduce the emissions, the eco-friendly alternative gases or gas mixtures have attracted considerable attentions for the electric applications in high voltage transmissions and substations. The mixture of fluoronitrile, i.e., heptafluoro-iso-butyronitrile, (CF3)2CFCN, with CO2 is an effective technique as a candidate to replace SF6. However, such a fluoronitrile/CO2 mixture is lack of the self-healing ability unlike SF6 that it recombines quickly after being dissociated by an electric arc or fault. Therefore, it is important to monitor the decomposition products of the fluoronitrile/CO2 mixture for the purpose of insulation failure alert. Mechanisms for the reactions of (CF3)2CFCN with atomic oxygen due to dissociation of CO2 were calculated using the high-level ab initio methods. It is revealed that the reaction of O(3P, 1D) with (CF3)2CFCN proceeds predominantly via the successive C-O addition/elimination pathways and the singlet-triplet intersection to form C3F7 and NCO radicals as the nascent products. Various ketones, i.e., CF2O, CF3C(O)CF3, FC(O)CN, etc., alkanes, i.e., CF4, C2F6, C4F10, C6F14, etc., and alkenes, i.e., C3F6, are produced via the secondary reactions. To mimic the decomposition details after arc breaking, the reactive molecular dynamics simulations were carried out by mean of an extensively optimized reactive force-filed for the C/H/N/O/F system. It was found that the arc decomposition of the fluoronitrile/CO2 mixture produces the NOx (e.g., NO, NO2) species. In the presence of water impurity, some acidic byproducts including HF, FNCO, FCOOH, etc., can be generated. Theoretical calculations provide an a priori method to detect arc failure of the fluoronitrile/CO2 insulation using the characteristic gases and shed new lights on the operation and maintenance of the electric equipment for health and safety measures.
由于六氟化硫(SF6)受到各种法规的限制以减少排放,环保替代气体或气体混合物在高压输电和变电站的电力应用中引起了相当大的关注。氟腈即七氟-异丁腈(CF3)2CFCN与CO2的混合物是替代SF6的一种有效的候选技术。然而,与SF6不同,这种氟腈/CO2混合物缺乏自愈能力,在电弧或故障解离后会迅速重新组合。因此,监测氟腈/CO2混合物的分解产物对绝缘失效预警具有重要意义。采用高水平从头算方法计算了(CF3)2CFCN与CO2解离引起的氧原子反应机理。结果表明,O(3P, 1D)与(CF3)2CFCN的反应主要是通过连续的C-O加成/消除途径和单重态-三重态交叉形成C3F7和NCO自由基作为新生产物。通过二级反应生成各种酮类,如CF2O、CF3C(O)CF3、FC(O)CN等;烷烃,如CF4、C2F6、C4F10、C6F14等;烯烃,如C3F6。为了模拟断弧后的分解细节,采用广泛优化的反应力场对C/H/N/O/F体系进行了反应分子动力学模拟。研究发现,氟腈/CO2混合物的电弧分解产生NOx(如NO、NO2)。在水杂质存在的情况下,可生成HF、FNCO、FCOOH等酸性副产物。理论计算提供了一种利用特征气体检测氟腈/CO2绝缘电弧失效的先验方法,并为电气设备的操作和维护提供了新的思路,以采取健康和安全措施。
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引用次数: 1
Evaluation of Stator and Rotor Interturn Stress with Electrical Signature Analysis in Variable Frequency Drive and Wind Generator Applications 用电特征分析评估定子和转子在变频驱动和风力发电机中的转动应力
Pub Date : 2020-06-01 DOI: 10.1109/eic47619.2020.9158738
H. Penrose
Electrical Signature Analysis is the application and analysis of Voltage and Current data collected on electrical machinery systems. The measurements are converted to amplitude modulated Fast Fourier Transforms that can be evaluated for power, machine and powertrain conditions. Electrical and mechanical conditions are determined through their effects on the airgap magnetic field. One of these effects includes the detection of winding shorts. It has been found in variable frequency drive and wind generation applications that stator and rotor interturn stresses can be detected prior to insulation breakdown. The application of the technology in determining these conditions allows for mitigation of the conditions surrounding the winding stress and potential breakdown.
电气特征分析是对采集到的电压和电流数据在电机系统上的应用和分析。测量值被转换为振幅调制的快速傅立叶变换,可以对功率,机器和动力系统条件进行评估。电气和机械条件是通过它们对气隙磁场的影响来确定的。其中一个影响包括绕组短路的检测。在变频驱动和风力发电应用中,定子和转子的匝间应力可以在绝缘击穿之前检测到。在确定这些条件时,应用该技术可以减轻缠绕应力和潜在击穿周围的条件。
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引用次数: 1
Unconventional accelerated thermal ageing test for traction electric motors in vehicles 车辆牵引电动机的非常规加速热老化试验
Pub Date : 2020-06-01 DOI: 10.1109/EIC47619.2020.9158744
L. Lusuardi, A. Cavallini, V. Madonna, P. Giangrande, M. Galea
Car manufacturers are increasingly working to make the all-electric car a reliable and affordable mobility option for a larger section of the population. However, several issues need to be addressed before achieving this goal. One of the problems is represented by the qualification of the insulation systems employed in electric motors. Unfortunately, the tests to be performed are time consuming and the design of such measurements very often is done by trial and error, further lengthening the validation phase. In addition, since cars are exposed to variable torque and speed operations (especially when driven in city traffic), the stator winding temperature is expected to vary in a wide range. Nevertheless, indications regarding the impact that highly variable temperature conditions play on the insulation reliability are not available, at the moment. In this work, the results of accelerated thermal aging tests using temperature profiles (i.e. variable temperature ageing) are presented and discussed. The experiments are accomplished on simplified insulation systems for electric motor (i.e. specimens) and cycling temperature profiles, ranging between 200°C – 260°C and featuring different thermal gradients, are applied as ageing stress. Finally, the possibility of relying on statistical techniques for improving the quality of prediction, while shortening the testing time, is explored.
汽车制造商正越来越多地努力使全电动汽车成为更大一部分人的可靠和负担得起的出行选择。然而,在实现这一目标之前,有几个问题需要解决。其中一个问题是电机绝缘系统的鉴定问题。不幸的是,要执行的测试非常耗时,并且这种测量的设计通常是通过试错来完成的,这进一步延长了验证阶段。此外,由于汽车暴露于变扭矩和变速操作(特别是在城市交通中行驶时),定子绕组温度预计会在很大范围内变化。然而,目前还没有迹象表明高度可变的温度条件对绝缘可靠性的影响。在这项工作中,使用温度剖面(即变温老化)的加速热老化试验的结果进行了介绍和讨论。实验是在简化的电机绝缘系统(即试样)上完成的,循环温度分布在200°C - 260°C之间,具有不同的热梯度,作为老化应力。最后,探讨了利用统计技术提高预测质量,同时缩短测试时间的可能性。
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引用次数: 0
Dielectric frequency response of a MV stator coil: effect of humidity and thermal ageing 中压定子线圈介电频率响应:湿度和热老化的影响
Pub Date : 2020-06-01 DOI: 10.1109/EIC47619.2020.9158695
Emilio Calo, R. Álvarez, Leonardo J. Catalano, Pablo Morcelle del Valle
The aim of this paper is to determine the influence of temperature, moisture content and thermal ageing on the dielectric frequency response of the insulation of a single stator coil. Measurements were made with a single medium voltage coil at different temperatures and percentages of relative humidity, generated inside a climatic chamber. Then, the coil was thermally aged by a current flow, reaching 120 °C, and the test was performed at different stages of ageing. This study presents the influence of temperature, humidity and ageing on the behavior of dielectric frequency response of a stator coil.
本文的目的是确定温度、含水率和热老化对单个定子线圈绝缘的介电频率响应的影响。测量是用单个中压线圈在不同的温度和相对湿度百分比下进行的,在一个气候室内产生。然后,对线圈进行电流热老化,达到120℃,并在不同的老化阶段进行测试。研究了温度、湿度和老化对定子线圈介电频率响应特性的影响。
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引用次数: 0
Distribution Characteristics of Three-Dimensional Leakage Magnetic Field at the Transposition Structure of Transformer Winding 变压器绕组换位结构处三维漏磁场分布特征
Pub Date : 2020-06-01 DOI: 10.1109/EIC47619.2020.9158669
Yi Zhao, Tao Wen, M. Jin, Weijiang Chen, C. Guo, Qiaogen Zhang, Ming Chen
When an external short-circuit fault occurs, the transformer windings will be subjected to short-circuit electromagnetic force, and accidents such as winding tiltiing and buckling will occur, which seriously endangers the operating safety of the power system. At present, a winding in which multiple continuous transposed conductors (CTCs) wound in parallel is widely used in transformers. In order to suppress the circulating current, the transposition structure is generally adopted, and the structure of the winding is changed. This will affect the leakage magnetic field distribution, and then change the distribution of electromagnetic force. In this paper, a type of 110kV transformer adopting transposition structure in the low-voltage (LV) winding is studied, and a parametric modeling method is proposed to describe the transposition process of the wire. The local finite element model (FEM) including the winding transposition structure is constructed by analyzing the superposition change of the magnetic field at the transposition position. The model contains iron core, 16 low-voltage winding disks, 20 medium-voltage (MV) winding disks. The cloud diagram of the leakage magnetic field of the CTCs at the transposition area and the change of the leakage magnetic field along the circumferential were obtained. The research results show that the leakage magnetic field at the transposition changes significantly and the force of the conductor at the transposition is significantly different from that at the non-transposition area.
当外部短路故障发生时,变压器绕组会受到短路电磁力作用,发生绕组倾斜、屈曲等事故,严重危及电力系统的运行安全。目前,变压器中广泛使用的是由多个连续转置导体并联绕线而成的绕组。为了抑制循环电流,一般采用换位结构,改变绕组的结构。这样会影响漏磁场的分布,进而改变电磁力的分布。本文研究了一种采用低压(LV)绕组换位结构的110kV变压器,提出了一种描述导线换位过程的参数化建模方法。通过分析换位处磁场的叠加变化,建立了包含绕组换位结构的局部有限元模型。该机型包含铁芯、16个低压绕组盘、20个中压绕组盘。得到了ctc在换位区漏磁场云图和漏磁场沿周向的变化。研究结果表明,换位处漏磁场变化明显,导体在换位处的受力与非换位处有显著差异。
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引用次数: 0
期刊
2020 IEEE Electrical Insulation Conference (EIC)
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