2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)最新文献

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Improvements in AEPD location identification by removing outliers and post processing 通过去除异常值和后处理改进AEPD位置识别
Deepthi Antony, G. S. Punekar
{"title":"Improvements in AEPD location identification by removing outliers and post processing","authors":"Deepthi Antony, G. S. Punekar","doi":"10.1109/CATCON.2015.7449510","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449510","url":null,"abstract":"The mathematical model of an Acoustic Emission Partial Discharge (AEPD) system is solved in the literature using Newton's method with redundant number of sensors (more than 4; eight in this case). The system for numerical experiments consists of eight sensors. The algorithm is implemented using three different initial guesses. For the calculated PD source coordinates, histograms are plotted. After finding the mean and standard deviation, coordinate values which are lying outside different fractions of sigma are removed. The average of remaining set is calculated and it is found that, the accuracy of location identification can be greatly improved.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123955079","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: 4
Performance evaluation of Modified Genetic Algorithm over Genetic Algorithm implementation on fault diagnosis of Cascaded Multilevel Inverter 改进遗传算法与遗传算法在级联多电平逆变器故障诊断中的性能比较
T. G. Manjunath, A. Kusagur
{"title":"Performance evaluation of Modified Genetic Algorithm over Genetic Algorithm implementation on fault diagnosis of Cascaded Multilevel Inverter","authors":"T. G. Manjunath, A. Kusagur","doi":"10.1109/CATCON.2015.7449507","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449507","url":null,"abstract":"Fault diagnosis on Multilevel Inverter (MLI) has been a subject of research for about a decade. This paper is an attempt to deliver a performance analysis of Genetic Algorithm (GA) and the Modified Genetic Algorithm (MGA) working to optimize Artificial Neural Network (ANN) that trains itself on the fault detection and reconfiguration of the Cascaded Multilevel Inverters (CMLI). The open circuit (OC) faults occurring in the CMLI is considered for this comparative analysis of the performance. The parameters that are taken for the performance evaluation are elapsed time of recovery, Mean Square Error (MSE) and the computational budgets of ANN. Matlab/Simulink is used to develop the CMLI and M-files are used to develop the ANN and optimization algorithms like GA and MGA. The results are obtained and tabulated and performance evaluation carried out.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127783749","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: 4
Automatic detection of powerlines in UAV remote sensed images 无人机遥感图像中电力线的自动检测
K. Ramesh, A. Murthy, J. Senthilnath, S. N. Omkar
{"title":"Automatic detection of powerlines in UAV remote sensed images","authors":"K. Ramesh, A. Murthy, J. Senthilnath, S. N. Omkar","doi":"10.1109/CATCON.2015.7449501","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449501","url":null,"abstract":"Powerline detection is one of the important applications of Uninhabited Aerial Vehicle (UAV ) based remote sensing. In this paper, powerlines are detected from UAV remote sensed images. The images are acquired from a Quad rotor UAV fitted with a GoPro® camera. In the proposed method pixel intensity-based clustering is performed followed by morphological operations. K-means clustering is applied for clustering. The number of clusters to be used in k-means clustering is automatically generated using Davies-Bouldin (DB) index. Further, the clustered data is processed to improvise the extraction using mathematical morphological operations. Performance of powerline extraction is analysed using confusion matrix method. In the observed results of powerline extraction using DB index, evaluation features derived from confusion matrix is close to one, indicating good classification.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132454772","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: 16
Mathematical-detection-algorithms for cable diagnostics and investigations with Line-Resonance-Analysis 用线共振分析进行电缆诊断和调查的数学检测算法
T. Maier, T. Leibfried, Eric Elcheroth
{"title":"Mathematical-detection-algorithms for cable diagnostics and investigations with Line-Resonance-Analysis","authors":"T. Maier, T. Leibfried, Eric Elcheroth","doi":"10.1109/CATCON.2015.7449505","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449505","url":null,"abstract":"For power cables several diagnostic methods are available. The main and typical diagnostic methods can be separated into global and local failure detection systems. An example for the global detection systems is the Dissipation-Factor-Measurement (tanδ). This technique is well established in the diagnostic and allows detecting a global failure, e.g. an electrical tree. However, this technique can't localize the failure position. Approved detection systems for local failures are the Time-Domain-Reflectometry (TDR) and the Partial-Discharge-Measurement (TE). These techniques need a failure (small insulation discontinuity or impedance skip) to detect the position. The Line-Resonance-Analysis (LIRA) is a possible solution for the detection of global and local failures. The system isn't well established and controversially discussed by experts. In this research study we investigate different algorithms applied to the LIRA in order to clarify the abilities of the LIRA. The LIRA technique is a modified type of the Frequency-Domain-Reflectometry (FDR). The main difference is that the LIRA uses the information of the resonance frequencies. The investigation of the LIRA is based on spectral analysis, which uses the Fourier-Analysis (DFT/FFT). Unfortunately this method is limited in the spacial resolution. For this reason and the fact that other investigation techniques for diagnostic use other possible detection algorithm, we want to examine more feasible mathematical functions. Potential algorithms for the spectral analysis are the Goertzel-Algorithm and the Chirp-Z-Transform (CZT). In this paper the research focus lies on the LIRA with different possible detection algorithm.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124857357","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
Condition assessment of induction motor under different power quality events 感应电机在不同电能质量事件下的状态评估
Supriya Jaiswal, M. Ballal
{"title":"Condition assessment of induction motor under different power quality events","authors":"Supriya Jaiswal, M. Ballal","doi":"10.1109/CATCON.2015.7449517","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449517","url":null,"abstract":"This paper deals with the condition assessment of induction motor performance under power quality conditions. Comprehensive investigation is performed in MATLAB/Simulink environment. Simulink models are developed for generation of different power quality events. The identification of magnitude, type and duration of event is accomplished using Stockwell transform with different statistical features. During every event specific rise in rms current and reduction in efficiency of induction motor is observed. Electrical parameters are recorded using proposed energy meter model. The paper contributes in determination of losses occurred during different power quality conditions. Also, the effect of loss in depreciating the induction motor efficiency is evaluated.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126055739","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
Condition assessment of oil-paper insulation used in power transformer based on polarization energy 基于极化能量的电力变压器油纸绝缘状态评估
M. Mukherjee, A. Pradhan, A. Baral, S. Chakravorti
{"title":"Condition assessment of oil-paper insulation used in power transformer based on polarization energy","authors":"M. Mukherjee, A. Pradhan, A. Baral, S. Chakravorti","doi":"10.1109/CATCON.2015.7449539","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449539","url":null,"abstract":"This paper presents a novel methodology for condition assessment of oil-paper insulation used in power transformers. The discussed methodology is based on energy acquired by the insulation during polarization process. Existing literature shows that steady excitation voltage is required to be applied to the insulation during polarization current measurement. During polarization, the dipoles in insulating material try to align themselves in the direction of applied field. During orientations process, these dipoles interact with each other which results in frictional loss within the dielectric material. As this loss is supplied by the excitation voltage, an increase in the frictional loss within the dielectric material leads to increment in energy requirement for completion of polarization process within the insulation. Therefore, by evaluating the amount of energy required for completion of polarization process, the condition of an insulating material can be predicted. For testing this hypothesis, three samples having different moisture content are prepared in the laboratory for testing. Once tested on the laboratory samples, the proposed method is applied on data collected from real-life power transformer. Results presented in this paper show that the discussed method can be reliably applied to real life transformers for assessing insulation condition.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"217 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114233016","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: 1
An effective implementation of Phasor measurement unit (PMU) by using non-recursive DFT algorithm 采用非递归DFT算法实现相量测量单元(PMU)
S. Hareesh, P. Raja, M. Selvan
{"title":"An effective implementation of Phasor measurement unit (PMU) by using non-recursive DFT algorithm","authors":"S. Hareesh, P. Raja, M. Selvan","doi":"10.1109/CATCON.2015.7449533","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449533","url":null,"abstract":"This paper presents a new approach towards the Phasor measurement units with less complex design. With the recent development of technology in power systems, PMU's play a key role in Wide Area Measurement System (WAMS) and it also provides a new dimension for the power system monitoring. Non-recursive DFT algorithm is used for the phasor estimation since it is more stable. PMU is implemented and simulated in both software and hardware. It is designed with the help of NI LabVIEW Professional development system. The simulated results are verified with the experimental results and it is validated to be the cost effective compared to the conventional system.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"362 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122804441","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: 16
Detection of partial discharges and its effect on solid insulation used in high voltage cable 高压电缆局部放电检测及其对固体绝缘的影响
S. Karmakar, Soumya Mishra
{"title":"Detection of partial discharges and its effect on solid insulation used in high voltage cable","authors":"S. Karmakar, Soumya Mishra","doi":"10.1109/CATCON.2015.7449535","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449535","url":null,"abstract":"Most of the high voltage (HV) power equipment is made up with solid insulation like paper insulation, glass insulation, epoxy insulation etc. The oldest kind of insulating material among all insulation, the paper insulation is used in cable and nowadays the Cross linked Polyethylene (XLPE) is commonly used for cable insulation. The presence of impurities in the insulation system is one of the root causes of insulation failure as they are form a weak zone inside the healthy insulation system. Therefore, early identification of degradation process like formation of electrical tree structures inside such solid electrical insulation due to high voltage tress during its operating life is utmost requirement to prevent the electrical power equipment from a sudden and complete insulation failure. To study the growth mechanism of electrical tree structure inside the insulation with different applied high voltage a commonly used insulating material like XLPE insulation in HV power cable are consider for this present work. This work also describes the ageing process by conducting the partial discharge (PD) test on the same insulating materials. Finally, the effect of PD on insulation i.e., formation of electrical tree structure on solid insulation was observed by using Scanning Electron Microscope (SEM) and analyzed.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"197 Pt A 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115979974","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: 1
Space charge dynamics in LDPE LDPE中的空间电荷动力学
J. S. Chahal, C. C. Reddy
{"title":"Space charge dynamics in LDPE","authors":"J. S. Chahal, C. C. Reddy","doi":"10.1109/CATCON.2015.7449536","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449536","url":null,"abstract":"Now a days HVDC cables with polymeric insulation such as LDPE (Low Density Polyethylene), XLPE (Cross Linked Polyethylene) are widely used as compared to conventional oil impregnated HVDC cables. The polymeric insulation, despite its numerous advantages, suffers from the space charge effects whenever it is subjected to high DC voltage. It is believed that space charge causes pre-mature breakdown of cable insulation. Therefore measurement of space charge in cable insulation is considered very important in view of it's use in HVDC transmission. The Pulsed Electroacoustic (PEA) method is generally used in the measurement of space charge in polymeric insulation. All the experiments were performed using PEA system developed in authors' lab. In the present work authors have investigated the effect of history of voltage application on the formation of space charge in the LDPE (Low Density Polyethylene). The experiments were performed repeatedly on various film samples (100μm) taken from same lot, charge profile for all samples were similar.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127147554","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: 1
Recurrence plot analysis for assessing the quality of polymeric insulators 聚合物绝缘子质量评价的递归图分析
B. S. Reddy, M. Rajalingam
{"title":"Recurrence plot analysis for assessing the quality of polymeric insulators","authors":"B. S. Reddy, M. Rajalingam","doi":"10.1109/CATCON.2015.7449538","DOIUrl":"https://doi.org/10.1109/CATCON.2015.7449538","url":null,"abstract":"Tracking and erosion is an important constraint for the long term evaluation of polymeric insulators used in high voltage transmission. In the present work, experiments are conducted on different polymer insulator samples; to evaluate these insulating samples a Recurrence plot (RP) analysis is adopted. The results of the recurrence plot analysis of discharge current sequence confirms that a discharge process is prolonged if the number of droplets containing contaminants is increased. Also the quantitative indicators: recurrence rate (RR) and Determinism (DET) are used to evaluate the performance of various polymeric insulating materials.","PeriodicalId":385907,"journal":{"name":"2015 International Conference on Condition Assessment Techniques in Electrical Systems (CATCON)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132361460","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: 0
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