• Title/Summary/Keyword: Partial Discharges

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Neural Network Model for Partial Discharge Pattern Analysis of XLPE/EPR Interface (XLPE/EPR 계면의 부분방전 패턴 분석을 위한 신경망 모형)

  • Cho, Kyung-Soon
    • Journal of the Korea Computer Industry Society
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    • v.6 no.2
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    • pp.357-364
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    • 2005
  • The prefabricated type used generally in Korea to join cable runs on new installations or to repair broken Cable runs on existing installations, because installation is very simple and save time. This type is a permanent, shielded and submersible cable joint for direct burial or vault application. It confirms to the requirements of IEEE std. 404-1993 by factory testing, but many problems of insulated cable systems are caused by internal defects of the joint part which have to be mounted ensile. Faults arise from impurities or voids. A suitable solution for a monitoring of cable joints during the after-laying test and service is partial discharge detection. Specimen obtained 1mm thickness from the insulation of real power cable and cable joint. <중략>The partial discharges are measured to determine their time dependence for 60 minutes and the influence of applied electrical stress under 30kV. $\Phi-q-n$ properties were measured using detection impedance, high pass filter and computerized data acquisition system. Statistic Value like maximum charge, repetition rate, average charge, etc. are calculated. It is possible to quantitative analysis of $\Phi-q-n$ properties from this statistic value and pattern analysis.

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A Simple Metric for Assessing the Severity of Partial Discharge Activity Based on Time-Sequence-Analysis-Discharge Level Patterns

  • Stewart Brian G;Yang Lily;Judd Martin D;Reid Alistair;Fouracre Richard A
    • Transactions on Electrical and Electronic Materials
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    • v.7 no.6
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    • pp.313-318
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    • 2006
  • This paper introduces a partial discharge (PD) severity metric, S, based on the evaluation of time-sequence PD data capture and resulting Time-Sequence-Analysis Discharge (TSAD) level distributions. Basically based on an IEC60270 measurement technique, each PD event is time stamped and the discharge level noted. By evaluating the time differences between a previous and subsequent discharge, a 3D plot of time-sequence activity and discharge levels can be produced. From these parameters a measurement of severity, which takes into account dynamic or instantaneous variations in both the time of occurrence and the level of discharge, rather than using standard repetition rate techniques, can be formulated. The idea is to provide a measure of the severity of PD activity for potentially measuring the state of insulation within an item of plant. This severity measure is evaluated for a simple point-plane geometry in $SF_{6}$ as a function of gap distance and applied high voltage. The results show that as the partial discharge activity increases, the severity measure also increases. The importance of future investigations, quantifications and evaluations of the robustness, sensitivity and importance of such a severity measurement, as well as comparing it with typical repetition rate assessment techniques, and other monitoring techniques, are also very briefly discussed.

A Novel Noise Reduction Method for Measuring Partial Discharge in High Voltage Electric Machinery (고압 전기설비 부분방전시험을 위한 노이즈 저감방안)

  • Lee, Young-Jun;Park, Kwang-Ha;Choi, Hyung-Joo
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.2021_2022
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    • 2009
  • Partial discharges(PD) is a important factor to evaluate the insulation state in high voltage electric machinery. However, measuring PD under the circumstances of power plant is occasionally impossible due to the relatively high magnitude of noise which is emanated from the operating machinery. In some case, the instrument measuring PD can not even perform a calibration that initializes tools and enhance the accuracy. This paper presents that we devised a noise reduction method and demonstrated the usefulness in acquiring reliable PD signals. We attached a series of filter and transformer at the input of power source of the instruments which refrains high noise signals from incoming to the instruments. We experimented the efficiency of noise reduction applying the device into the Dangjin Power Plant and Factory. As a result of testing with the filter and transformer, we can easily calibrate the PD signal compared to the case without the device. Additionally, we can detect the small PD signal which was unperceived with a normal device.

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Trend in Off-Line PD Monitoring with HVAC Testing (배전반 설비의 온라인 모니터링 및 진단의 동향)

  • Yun, Ju-Ho;Hong, Chang-Il;Hwang, Jong-Sun;Choi, Yong-Sung;Lee, Kyung-Sup
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2007.06a
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    • pp.529-530
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    • 2007
  • The paper considers the relation between on-line monitoring and diagnostics on the one hand and high-voltage (HV) withstand and partial discharge (PD) on-site testing on the other. HV testing supplies the basic data (fingerprints) for diagnostics. In case of warnings by on-line diagnostic systems, off-line withstand and PD testing delivers the best possible information about defects and enables the classification of the risk. Because alternating voltage (AC) is the most important test voltage, the AC generation on site is considered. Frequency tuned resonant (ACRF) test systems are best adapted to on-site conditions. They can be simply combined with PD measuring equipment. The available ACRF test systems and their application to electric power equipment -from cable systems to power transformers - is described.

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A development of the Hybrid Sensor for the detection of the High Frequency Partial Discharge(HFPD) (고주파 부분방전(HFPD)측정용 하이브리드 센서 개발에 관한 연구)

  • Kim, J.H.;Koo, J.Y.;Kim, J.T.
    • Proceedings of the KIEE Conference
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    • 2002.11a
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    • pp.173-175
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    • 2002
  • In general, CT and Shunt have been traditionally used as a sensor for detecting the partial discharges in order to diagnose the present insulation state of the electric power apparatus. The former is very convenient for the practical application since it is not only non-contact method but its frequency bandwidth and resonance frequency could be designed for its specific application. However, it has been proved to have poor linearity and low sensitivity. For the latter, even though it is an ideal sensor, noise from the power source and the ground could flow into the system. Furthermore, the surge current could be easily come into the measuring systems giving rise to a severe breakdown. In this respect, a hybrid sensor has been designed and fabricated in order to overcome the shortcoming of these two types of sensors. For this purpose, the experimental comparison with commercialized products has been also carried out. In this concept of the hybrid sensor, two different impedances could provide the passage of the signals. In this way, the discrimination of the noise could be accomplished very effectively with high ratio of signal over noise(S/N) under the little influence from the external noises and the breakdown.

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Artificial Neural Networks for Flood Forecasting Using Partial Mutual Information-Based Input Selection

  • Jae Gyeong Lee;Li Li;Kyung Soo Jun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.363-363
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    • 2023
  • Artificial Neural Networks (ANN) is a powerful tool for addressing various practical problems and it has been extensively applied in areas of water resources. In this study, Artificial Neural Networks (ANNs) were developed for flood forecasting at specific locations on the Han River. The Partial Mutual Information (PMI) technique was used to select input variables for ANNs that are neither over-specified nor under-specified while adequately describing the underlying input-output relationships. Historical observations including discharges at the Paldang Dam, flows from tributaries, water levels at the Paldang Bridge, Banpo Bridge, Hangang Bridge, and Junryu gauge station, and time derivatives of the observed water levels were considered as input candidates. Lagged variables from current time t to the previous five hours were assumed to be sufficient in this study. A three-layer neural network with one hidden layer was used and the neural network was optimized by selecting the optimal number of hidden neurons given the selected inputs. Given an ANN architecture, the weights and biases of the network were determined in the model training. The use of PMI-based input variable selection and optimized ANNs for different sites were proven to successfully predict water levels during flood periods.

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A study on the pattern recognition of GIS partial discharges using Phi-f-q data (Phi-f-q 데이터를 이용한 GIS내부 부분방전의 패턴인식에 관한 연구)

  • Kang, Yoon-Sik;Lee, Chang-Joon;Kang, Won-Jong;Lee, Hee-Cheol;Park, Jong-Wha
    • Proceedings of the KIEE Conference
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    • 2004.07c
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    • pp.1894-1896
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    • 2004
  • 전력을 공급하는 변전소 등의 주요 위치에 시설되는 GIS는 사고를 미연에 방지하기 위해 여러 가지 진단방법을 이용하여 이상여부를 판별한다. 이러한 진단 방법 중 현재 국내외적으로 각광을 받고 있는 방법이 UHF센서를 이용한 부분방전 검출방법이다. 따라서, 본 논문에서는 부분방전을 발생시키기 위한 인공결함을 제작하여 GIS 내부에 삽입하고 부분 방전을 발생시켰으며, 이때 발생된 부분방전 신호를 UHF센서를 이용하여 검출하였다. 검출된 부분방전 신호는 phi-f-q 방법으로 분석 하였으며, 그 결과 발생된 파라메터를 인공신경망에 적용하여 각각의 결함에 따른 인식률에 대하여 알아보았다.

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An application of the Novel Method to Detect Partial Discharges for GITR using Pockels Sensor (포켈스 센서를 이용한 부분 방전 측정 기술의 GITR 적용)

  • Lee, Jae-Ho;Chang, Yong-Moo;Koo, Ja-Yoon;Park, Ki-Jun;Lee, Young-Sang
    • Proceedings of the KIEE Conference
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    • 2004.07c
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    • pp.1997-1999
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    • 2004
  • In this paper, a novel method has been proposed by use of HY-Pockels sensor for the detection of PD in GITR(Gas Insulated Transformer) in order to improve reliability and to overcome the shortcomings of other techniques which are currently employed. For this work, different types of the test specimen, simulating the winding of the real GITR, have been designed and fabricated to generate the PD. And then, the detection of PD has been realized by conventional methods according to IEC 270 and also the proposed novel sensor as well. Afterwards, their results are well compared to understand the correlation between the nature of the defects in the winding and their PD pattern.

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GISPD Analysis Using UHF Dual-Band Method (UHF이중대역법을 이용한 GISPD분석)

  • Kim, Kwang-Hwa;Yi, Sang-Hwa;Choi, Jae-Gu
    • Proceedings of the KIEE Conference
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    • 2004.07c
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    • pp.1860-1862
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    • 2004
  • It is widely known that the ultra high frequency (UHF) method that detects the electromagnetic wave of the PD pulses in the gas insulated space is one of the most competitive methods for its high sensitivity. From the above point of view, this paper describes the characteristics of GIS PD signals measured with ultra wide band (UWB) GIS PD detecting system in which PD signals are detected into the dual UHF band. The UWB PD detection system consists of the UWB UHF coupler, the UWB low noise amplifier (LNA) and the oscilloscope. The dual bands for PD signals are 0.5-2GHz(full band) and 1-2GHz(high band). As results, it was found that the partial discharges of each defect have their own characteristic pattern and the ratio of High band to Full band increases with gas pressure.

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Evaluation of Insulation Diagnostic Test Reliability for Stator Winding of High Voltage Induction Motor (고압유도전동기 절연특성시험의 신뢰도 평가)

  • Lee, Kwang-Ho;Kim, Hyun-Il;Kwak, Hee-Jin;Oh, Bong-Keun
    • Proceedings of the KIEE Conference
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    • 2004.07c
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    • pp.1838-1841
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    • 2004
  • This test was performed to assess the correlation between insulation diagnostic tests and breakdown voltage strength of the stator winding of 6.6kV class induction motor in insulation deterioration condition which have been in service for 5 years after being installed in 1998. The insulation diagnostic tests include resistance, polarization index(P.I), dissipation factor(${\triangle}tan{\delta}$), maximum partial discharges(Qmax) and AC breakdown test. we evaluated the correlation between insulation diagnostic test and AC breakdown test for stator winding of high voltage induction motor.

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