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2020 IEEE International Conference on High Voltage Engineering and Application (ICHVE)最新文献

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Calibration of Low-Power-Factor Wattmeters with a Nonsinusoidal Current and Unbalanced Voltage 具有非正弦电流和不平衡电压的低功率因数瓦特表的校准
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9279645
Yifan Wang, Jinlong Gong, Zun Wang, Tao Ma, Liang Zhu, Shaohe Wang
This paper considers the calibration of Low-Power-Factor wattmeters in high voltage transformer no-load and load loss tests. The value of lowest power factor calibrated is evaluated in consideration of on-site test data and ability of uncertainty evaluation. The harmonic components of both testing current and voltage are measured in the field loss measurement. By analyzing the harmonic components, a nonsinusoidal current with a percentage of 3rd, 5th, 7th harmonic wave is applied for the laboratory calibration of Low-Power-Factor wattmeter in simulation of its on-site tests. There is a voltage unbalance in the field loss measurement. Unbalanced voltage is applied for Low-Power-Factor Wattmeters in comparison with balanced situations. For higher accuracy and resolution, the calibration systems of Low-Power-Factor wattmeters are improved with a nonsinusoidal current and unbalanced voltage standard.
本文研究了高压变压器空载和负载损耗试验中小功率因数电能表的标定问题。考虑了现场试验数据和不确定度评定能力,对标定的最低功率因数值进行了评定。在磁场损耗测量中,测量了测试电流和电压的谐波分量。通过对谐波成分的分析,采用三、五、七次谐波比例的非正弦电流对低功率因数电能表进行室内标定,模拟其现场测试。在磁场损耗测量中存在电压不平衡现象。与平衡情况相比,不平衡电压适用于低功率因数瓦特表。为了获得更高的精度和分辨率,采用非正弦电流和不平衡电压标准改进了低功率因数功率计的校准系统。
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引用次数: 0
Glass transition temperatures and Charge Transport Characteristics of Epoxy/SiO2 Composites 环氧/SiO2复合材料的玻璃化转变温度和电荷输运特性
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9280052
Xiangnan Hu, Z. Xing, Shihang Wang, Jiucheng Wang, Jiao Xiang, Chuang Zhang, Jianying Li, Jian Gao
Epoxy resin based composite insulation materials are widely used in power equipment, and they have also received extensive research. But the effects of the fillers on physical properties of epoxy resin has not yet formed a consistent law, and the mechanism has not been finalized. So, it is necessary to continue to study the characteristics of epoxy resin composites. In this paper, the epoxy/SiO2 composites were studied. By comparing the effects of different nano-SiO2 contents and the effects of the same content of micro-SiO2 and nano-SiO2, the results showed that the glass transition temperature, electrical conductivity and thermal stimulation current all exhibited novel trends. After the introduction of nano-silica, the glass transition temperature decreased, which indicated that the molecular chain was easier to move, and consequently the charge carriers were easier to migrate, leading a higher electrical conductivity. On the contrary, the effects of micro-SiO2 were not obvious.
环氧树脂基复合绝缘材料广泛应用于电力设备中,也得到了广泛的研究。但填料对环氧树脂物理性能的影响尚未形成一致的规律,其作用机理也尚未确定。因此,有必要继续研究环氧树脂复合材料的特性。本文对环氧/SiO2复合材料进行了研究。通过对比不同纳米sio2含量和相同微sio2和纳米sio2含量的影响,结果表明,玻璃化转变温度、电导率和热刺激电流均呈现出新的变化趋势。引入纳米二氧化硅后,玻璃化转变温度降低,表明分子链更容易移动,从而使载流子更容易迁移,导致电导率更高。相反,微sio2的影响不明显。
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引用次数: 1
A Reading Recognition Model of Pointer Type Oil-level Meter Based on Improved Resnet 基于改进Resnet的指针式油位计读数识别模型
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9279457
Xuanhong Liang, Youyuan Wang, Yubo Zhang, Dong Wang, Deying Ma
At present, the reading recognition of pointer type oil level meter mainly depends on manual observation, which is not accurate due to different scenes and perspectives. And traditional methods based on Hough transform are designed according to expert experience, which is inconvenient to be used by the staffs with little relevant work experience. To improve the automation degree of reading recognition, a model based on improved Resnet and improved Bayesian optimization is proposed in this paper. Firstly, convolution kernel decomposition, more shortcut connection and changeable network structure are adopted to improve Resnet18. Secondly, 3 constrains are added to improve Bayesian optimization to speed up the converge process and reduce network size. Finally, use the improve Bayesian optimization to search the suitable hyperparameter of the network, including initial learning rate, momentum of SGD, L2 regularization factor, filters number of first convolution layer, and the number of residual blocks. Example shows that the improved Bayesian optimization can help to converge faster with a small size of network, and improved Resnet performs the best compared with other classical deep learning network.
目前,指针式油位计的读数识别主要依靠人工观察,由于场景和角度不同,不准确。而传统的基于霍夫变换的方法是根据专家经验设计的,对于没有相关工作经验的工作人员来说,使用起来很不方便。为了提高阅读识别的自动化程度,本文提出了一种基于改进Resnet和改进贝叶斯优化的阅读识别模型。首先,采用卷积核分解、更快捷的连接和可变的网络结构对Resnet18进行改进。其次,加入3个约束来改进贝叶斯优化,加快收敛过程,减小网络规模;最后,利用改进的贝叶斯优化搜索网络的合适超参数,包括初始学习率、SGD动量、L2正则化因子、第一卷积层滤波器个数、残差块个数。实例表明,改进的贝叶斯优化有助于在较小的网络规模下更快地收敛,与其他经典深度学习网络相比,改进的Resnet表现最好。
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引用次数: 1
Autonomous Diagnosis of Overheating Defects in Cable Accessories Based on Faster RCNN and Mean-Shift Algorithm 基于更快RCNN和Mean-Shift算法的电缆附件过热缺陷自动诊断
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9280056
Xiaobing Xu, Chengke Zhou, Wenjun Zhou, Yanqun Liao, Yilong Wei, Jing Yuan
Infrared thermography has been widely used in timely detection of overheating defects in cable accessories. However, the traditional manual diagnosis method is time-consuming and laborious, and it relies too much on expert experience. An autonomous diagnosis method, which is based on the Faster RCNN network and the Mean-Shift algorithm, is proposed in this paper. Firstly, the Faster RCNN network is trained to implement the autonomous identification and positioning of the objects to be diagnosed in images (cable terminations and grounding boxes are included in this paper). Then, the Mean-Shift algorithm is used for image segmentation to rapidly and accurately extract the area of overheating. This is achieved via comparing key regions of the three phase accessories. Next the temperature related characteristic parameters of the overheating region are calculated, and the diagnosis results are obtained in accordance with the relevant cable condition assessment criteria. The proposed method has been applied to test against actual infrared images, and results show that the cable accessories and their overheating regions can be located at different shooting angles and under various background conditions. The research helps reduce the dependence on human efforts and expertise and contributes to improving the practice of condition monitoring.
红外热像仪在电缆附件过热缺陷的及时检测中得到了广泛的应用。然而,传统的人工诊断方法耗时费力,且过于依赖专家经验。提出了一种基于Faster RCNN网络和Mean-Shift算法的自动诊断方法。首先,对Faster RCNN网络进行训练,实现图像中待诊断目标的自主识别和定位(本文包括电缆终端和接地盒)。然后,采用Mean-Shift算法进行图像分割,快速准确地提取过热区域;这是通过比较三相附件的关键区域来实现的。然后计算过热区域的温度相关特征参数,并根据相关电缆状态评估准则得到诊断结果。将该方法应用于实际红外图像的测试,结果表明,在不同的拍摄角度和不同的背景条件下,可以定位电缆附件及其过热区域。该研究有助于减少对人力和专业知识的依赖,并有助于改善状态监测的实践。
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引用次数: 2
Optimization of Geometrical Parameters of ECT Sensor for Power Cable Insulation Detection 电力电缆绝缘检测用ECT传感器几何参数的优化
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9279522
Chaoyong Li, Huimin Wang, Ming Wang, Shaolong Ma, Tianran Gao, Feng Wang, She Chen
Cross-linked polyethylene (XLPE) power cable is widely used in AC/DC transmission and distribution system. The insulation defects of the cable may lead to safety problems and economic losses. Electrical capacitance tomography (ECT) technology can be used to show the distribution of dielectric constants of insulation layer, and thus detecting insulation defects of XLPE cable and its accessories. Because of the ‘soft field’ effect in the sensitivity field of ECT system, it is necessary to optimize the structure and parameters of capacitive sensor for more accurate images. In this paper, the model of 8-electrode ECT sensor is constructed, and its geometrical parameters, including electrode thickness, electrode angle and the ratio between the radius of the shielding and the cable, are optimized by orthogonal experiment design. The signal strength and the uniformity of sensitivity field distribution are taken as the evaluation indicators. The simulation results show that the setting of the shield has a great influence on the indicators. When the shielding layer is too close to the cable, the uniformity of the sensitivity field is influenced. However, the influence of electrode thickness and angle on signal strength and sensitivity field uniformity is relatively small.
交联聚乙烯(XLPE)电力电缆广泛应用于交直流输配电系统中。电缆的绝缘缺陷可能会导致安全问题和经济损失。电容层析成像(ECT)技术可以显示绝缘层的介电常数分布,从而检测XLPE电缆及其附件的绝缘缺陷。由于电痉挛系统的灵敏度场存在“软场”效应,为了获得更精确的成像,有必要对电容式传感器的结构和参数进行优化。本文构建了8电极ECT传感器模型,并通过正交实验设计优化了其几何参数,包括电极厚度、电极角度以及屏蔽半径与电缆半径之比。以信号强度和灵敏度场分布的均匀性作为评价指标。仿真结果表明,盾构的设置对各项指标的影响较大。当屏蔽层离电缆太近时,会影响灵敏度场的均匀性。而电极厚度和电极角度对信号强度和灵敏度场均匀性的影响相对较小。
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引用次数: 0
Segmented Spectrum Energy Characteristics-based Density Clustering of Partial Discharge Signals 基于分割谱能量特征的局部放电信号密度聚类
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9279693
Yunhui Zhang, Jiangrong Chen, Xing Li, Weidong Liu
Recent research results and on-site operation experience have shown that there may be small and sporadic partial discharge (PD) before some insulation flashover, but the existing online monitoring methods cannot effectively monitor them, which may cause non-early-warning failures. Pulse excitation measurement method can be used to effectively improve the data storage efficiency, and can realize the high-precision and long-term measurement of sporadic pulses. However, further analysis of discharge characteristics and fault location need to screen and identify discharge pulses from a large number of signals, including interference signals. In this process, small and sporadic pulses are very likely to be ignored, which will affect subsequent analysis and judgment. Therefore, in this paper, a feature extraction method based on the signal spectrum was proposed, and the DBSCAN density clustering algorithm was used to process the discharge signals, which can classify the discharge signal automatically and effectively so that a large number of pulse signals can be screened and identified efficiently and quickly, to solve the identification problem of small and sporadic pulses, and to avoid the non-early-warning faults of the equipment to a large extent. At the same time, it also lays a good foundation for the subsequent pattern recognition and fault location, which makes greatly improve the efficiency of the overall processing of the PD signal.
近年来的研究成果和现场运行经验表明,部分绝缘闪络前可能存在小而零星的局部放电,但现有的在线监测方法无法有效监测,可能造成非预警失效。采用脉冲激励测量方法可有效提高数据存储效率,并可实现对零星脉冲的高精度、长时间测量。然而,放电特性的进一步分析和故障定位需要从包括干扰信号在内的大量信号中筛选和识别放电脉冲。在此过程中,小而零星的脉冲极有可能被忽略,影响后续的分析判断。因此,本文提出了一种基于信号频谱的特征提取方法,并采用DBSCAN密度聚类算法对放电信号进行处理,可以自动有效地对放电信号进行分类,从而高效、快速地对大量脉冲信号进行筛选和识别,解决了小脉冲和零星脉冲的识别问题,在很大程度上避免了设备的非预警故障。同时也为后续的模式识别和故障定位奠定了良好的基础,使得PD信号的整体处理效率大大提高。
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引用次数: 0
Study on the influence law of typical soil parameters based on discharge morphology on critical breakdown field strength 基于放电形态的典型土壤参数对临界击穿场强的影响规律研究
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9279579
Shizun Pu, Jialun Li, Hongmei Li, Pinglin Liu, Qingjun Peng, T. Yuan
The phenomenon of partial discharge of soil that occurs when a lightning current enters the ground through a ground electrode poses a threat to the safety of personnel and equipment. The strength of partial discharge and the formation of soil discharge channels are closely related to the magnitude of the critical breakdown field strength. Therefore, how to accurately obtain the variation law of the critical breakdown field strength of typical soil is the key to realize the safe operation of the grounding device and the cable in the ground and ensure the safety of personnel and equipment. In this paper, a simulation experiment of soil impact characteristics is used to study the variation law of typical soil critical breakdown field strength with soil properties. X-ray transmission imaging technology is used to obtain the morphology of the discharge channel, and its non-intrusive observation method will not disturb the discharge channel itself, making the measurement more accurate. This paper first selects a variety of typical soils to study the influence of soil moisture, salt content, compactness and other factors on the discharge channel morphology, and then studies the calculation method of the critical breakdown field strength of the soil under different discharge channel morphologies. And further explore the reasons for the influence of typical soil media factors on the critical breakdown field strength. The experimental results show that under the same conditions, the relationship between the critical breakdown field strength values of different soils is: Ec of sandy soil
雷电电流通过接地电极进入地面时产生的土壤局部放电现象,会对人身和设备的安全造成威胁。局部放电强度和土壤放电通道的形成与临界击穿场强的大小密切相关。因此,如何准确获取典型土体的临界击穿场强变化规律,是实现接地装置和地下电缆安全运行,保证人员和设备安全的关键。本文通过土壤冲击特性模拟试验,研究了典型土壤临界击穿场强随土壤性质的变化规律。采用x射线透射成像技术获取放电通道形貌,其非侵入式观察方式不会干扰放电通道本身,使测量更加准确。本文首先选取多种典型土壤,研究土壤含水量、含盐量、密实度等因素对泄水渠形态的影响,然后研究不同泄水渠形态下土壤临界击穿场强的计算方法。并进一步探讨了典型土介质因素对临界击穿场强的影响原因。试验结果表明,在相同条件下,不同土壤的临界击穿场强值之间的关系为:沙质土Ec <壤土Ec <田园土Ec;正是由于土壤介质的不同因素影响临界击穿场强的原因不同,土壤内部的水分和空气含量以及土壤电导率不同,从而导致临界击穿场强的变化规律不同。
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引用次数: 0
Experimental study of pulsed X-ray imaging based on wire load 基于导线载荷的脉冲x射线成像实验研究
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9280010
Jian Zou, Xia Zheng, N. Zeng, Xingdong Jiang, Tianjue Zhang
In order to carry out X-pinch related experimental research, a new one-day experimental circuit has been established on the side of Light-II Pulse Power Generator (250 kA/50ns) at China Institute of Atomic Energy. On the basis of retaining the original pumping laser capacity of the device, X-pinch related experimental research can be carried out at the same time. Two groups of X-pinch were driven by Light- II, one group was placed in the anode and the other group was placed in the reflux disk. The time difference was used to conduct the backlight imaging experiment of plasma distribution in the process of X-pinch self-explosion, and the sequence images of different times of X-pinch development were obtained. In the picture, the halo layer, pinch, implosion and final collapse dissipation of the plasma at the X-pinch point can be observed. The experimental results are helpful to further understand the physical mechanism of X-pinch plasma development. At the same time, X-pinch biological phase contrast imaging experiment was carried out, and high-resolution biological imaging pictures were obtained.
为了开展x点缩的相关实验研究,在中国原子能科学研究院光二代脉冲发电机(250 kA/50ns)侧建立了新的一日实验电路。在保留器件原有抽运激光能力的基础上,可同时进行X-pinch的相关实验研究。两组X-pinch由Light- II驱动,一组置于阳极,另一组置于回流盘。利用时差对X-pinch自爆过程中等离子体分布进行背光成像实验,得到X-pinch展开不同时间的序列图像。在图中可以观察到等离子体在X-pinch点的晕层、pinch、内爆和最终坍缩耗散。实验结果有助于进一步了解X-pinch等离子体形成的物理机制。同时进行X-pinch生物相衬成像实验,获得高分辨率生物成像图像。
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引用次数: 0
A New Surface Treatment Method for Improving Surface Flashover Performance of Polymers in Vacuum 一种提高聚合物真空闪络性能的表面处理新方法
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9279926
Yongjie Nie, Xianping Zhao, Na Zhao, Siyang Liu, Shihu Yu, Shengtao Li
In this paper, Low density polyethylene (LDPE) films were surface treated in ozone atmosphere for different times (Oh, 1h, 2h, 4h, and 6h) to investigate the effect of surface oxidation on DC surface flashover characteristics in vacuum. Infrared (IR) was used to characterize surface chemical structure of specimens before and after ozone treatment. IR results show that oxygen atoms (O) are introduced into LDPE surface layer and carbonyl groups (C=O) are formed after surface treatment. Surface conductivity of specimens was tested and the results show surface conductivity increases with the extending of surface ozone treatment time. For untreated LDPE, surface conductivity is 4.39× 10−18S, and it increases to 1.01×10−15Swhen LDPE specimen is surface treated for 6h with ozone. Surface potential decay (SPD) was used to characterize surface trap distribution of specimens, and the results show surface potential decays faster and faster with the increasing treatment time, which is resulted from the shallower trap centers introduced into LDPE surface layers after ozone treatment. Surface flashover performance measurement results show that surface flashover voltage of LDPE specimens is improved by surface ozone treatment, and the optimum value of flashover voltage for treated 4 hours specimen is improved by 25.59% compared with untreated LDPE. Finally, the mechanism of surface flashover is discussed and it concludes that the change of surface chemical structure resulting from surface ozone treatment leads to the variation of surface trap distribution and surface conductivity which influences the surface charge accumulation properties, and then improves surface flashover performance of LDPE in vacuum.
本文以低密度聚乙烯(LDPE)薄膜为研究对象,在臭氧气氛中进行不同时间(Oh、1h、2h、4h、6h)的表面处理,研究表面氧化对真空直流表面闪络特性的影响。利用红外光谱对臭氧处理前后试样的表面化学结构进行了表征。红外光谱结果表明,表面处理后的LDPE在表层引入了氧原子(O),形成了羰基(C=O)。对试样的表面电导率进行了测试,结果表明,表面电导率随表面臭氧处理时间的延长而增大。未处理的LDPE表面电导率为4.39× 10−18S,臭氧处理6h后,表面电导率提高到1.01×10−15s。利用表面电位衰减(SPD)表征样品表面陷阱分布,结果表明,随着处理时间的增加,表面电位衰减越来越快,这是由于臭氧处理后LDPE表层引入的陷阱中心较浅所致。表面臭氧处理提高了LDPE试样的表面闪络电压,处理4 h后试样的最佳闪络电压值比未处理LDPE提高了25.59%。最后,对表面闪络的机理进行了探讨,认为表面臭氧处理引起的表面化学结构的变化导致表面陷阱分布和表面电导率的变化,从而影响了表面电荷的积累特性,从而提高了LDPE在真空中的表面闪络性能。
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引用次数: 1
Study on the Typical Optical Emission Spectrograms of AC Arc Discharge over the Polluted Insulation Surface 污染绝缘表面交流电弧放电的典型发射光谱研究
Pub Date : 2020-09-06 DOI: 10.1109/ICHVE49031.2020.9280066
Shengwu Tan, Pengchao Wang, Junping Zhao, Hao Yang, R. Wen
Flashover of contaminated insulators is one of the major problems for the power distribution. Laboratory experiments have shown that the arc characteristics have great influences on the study of flashover performance of contaminated insulators. In order to investigate the characteristics of AC arc discharge on the polluted insulation surface, an experimental system was designed. The tests were carried out in the climate chamber. The optical emission spectroscopy was obtained by employing the fiber-optic spectrometer with shortest exposure time of 1 ms. The light emitted from the arc was coupled to the spectrometer by means of a focusing lens and a 3 m optical fiber. Typical optical emission spectrogram of different stages were obtained, and kinetics equation of different particles in the arc column was analyzed. And the spectrogram used for the prediction of critical flashover was proposed. It was shown that emission spectrum mainly includes sodium atom line and potassium atom line. With the increase of leakage current, the thickness of the continuous spectrum, spectral line intensity and the spectral composition increased. This work can enrich the investigation of partial arc parameters and may provide useful reference for the calculation of contamination flashover.
污绝缘子的闪络是配电系统面临的主要问题之一。室内实验表明,电弧特性对污绝缘子闪络性能的研究有很大影响。为了研究污染绝缘表面的交流电弧放电特性,设计了一套实验系统。试验是在气候室进行的。利用曝光时间最短为1 ms的光纤光谱仪获得了发射光谱。电弧发出的光通过聚焦透镜和3米长的光纤耦合到光谱仪上。得到了不同阶段的典型发射光谱图,分析了不同颗粒在电弧柱中的动力学方程。并提出了用于临界闪络预测的谱图。结果表明,发射光谱主要包括钠原子线和钾原子线。随着泄漏电流的增大,连续谱的厚度、谱线强度和谱成分均增大。该工作丰富了局部电弧参数的研究,可为污染闪络的计算提供有益的参考。
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引用次数: 2
期刊
2020 IEEE International Conference on High Voltage Engineering and Application (ICHVE)
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