Loading...
Search for: phung--bao-toan
0.104 seconds

    Data Mining on Partial Discharge Signals of Power Transformer’s Defect Models

    , Ph.D. Dissertation Sharif University of Technology Parvin Darabad, Vahid (Author) ; Vakilian, Mehdi (Supervisor) ; Phung, Bao Toan (Co-Advisor) ; Blackburn, Trevor (Co-Advisor)
    Abstract
    In this thesis the goal is to use data Mining techniques for finding features of different Partial discharges happen in power transformer insulation defect models in order to monitor the insulation condition of in-service power transformers continuously and on-line and to identify any type of insulation defect in power transformers at the early stage of formation.For this purpose, power transformer Insulation defects are modeled physically and partial discharge current pulses are recorded as Partial discharge data.Tow format of data are investigated, in first one, recorded data in one power frequency cycle are explored and in second one, individual PD pulses are considered for study.In... 

    Transformer components impact on compatibility of measured PDs: Comparison of IEC60270 and RF methods

    , Article High Voltage ; Volume 4, Issue 1 , 2019 , Pages 33-40 ; 23977264 (ISSN) Firuzi, K ; Vakilian, M ; Toan Phung, B ; Blackburn, T ; Sharif University of Technology
    Institution of Engineering and Technology  2019
    Abstract
    Power transformer partial discharge signal measurement using Radio Frequency method has advantages over IEC 60270 'apparent charge' measurement method for online monitoring due to greater immunity against external interference. However, the lack of a well-defined calibration relationship between the two methods is main disadvantage of RF method. Simultaneous measurements, using these two methods, carried out on various transformer PD source models, in laboratory, to investigate main parameters that affect the relationship of results of these two methods. In this paper, factors that influence this relationship are classified into three groups: (i) type of PD sources, (ii) transformer windings... 

    Semiconducting layer as an attractive PD detection sensor of XLPE cables

    , Article IEEE Transactions on Dielectrics and Electrical Insulation ; Volume 13, Issue 4 , 2006 , Pages 885-891 ; 10709878 (ISSN) Vakilian, M ; Blackburn, T. R ; James, R. E ; Toan Phung, B ; Sharif University of Technology
    2006
    Abstract
    Online monitoring of high voltage (HV) cross linked polyethylene (XLPE) cables is a major requirement and interest of utilities for reliable operation of underground cables. Although XLPE cables have a relatively reliable insulation system, however since its insulating material is less resistant to partial discharges (PD), the failure risk increases significantly after occurrence of any partial discharge. Therefore sensitive sensors and a reliable detection system are required for an effective cable life management. Due to attenuation effects of semiconducting layers of XLPE cables on high frequency components of partial discharge signal, the detection process is easily distorted with... 

    Inception phase angle and shape of partial discharge signals detected by nearfield UHF sensors

    , Article IEEE Transactions on Dielectrics and Electrical Insulation ; 32, Issue 3 , 2024 , pp. 1403-1412, 10 pp ; 10709878 (ISSN) Ansari Vasigh Zadeh, A ; Vakilian, M ; Phung, T ; Sharif University of Technology
    IEEE  2024
    Abstract
    When using an antenna near a high voltage conductor for the Partial Discharge (PD) detection application, curiosity for understanding any share of capacitive coupling in this process will arise. In usual applications of the Ultra-High Frequency (UHF) sensors, the antenna's plates are not near a high voltage conductor so it is inferred undoubtedly that every signal received by the sensor is just the result of electromagnetic radiation from a source. However, when the antenna is settled close to a high voltage conductor, although the capacitances are negligible, the voltage involved in this process is high enough to induce significant capacitive voltage on the antenna's plates. So the UHF... 

    Partial discharges pattern recognition of transformer defect model by LBP & HOG features

    , Article IEEE Transactions on Power Delivery ; 2018 ; 08858977 (ISSN) Firuzi, K ; Vakilian, M ; Phung, B. T ; Blackburn, T. R ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2018
    Abstract
    Partial discharge (PD) measurement and identification have great importance to condition monitoring of power transformers. In this paper a new method for recognition of single and multi-source of PD based on extraction of high level image features have been introduced. A database, involving 365 samples of phase-resolved PD (PRPD) data, is developed by measurement carried out on transformer artificial defect models (having different sizes of defect) under a specific applied voltage, to be used for proposed algorithm validation. In the first step, each set of PRPD data is converted into grayscale images to represent different PD defects. Two “image feature extraction” methods, the Local Binary... 

    A Hybrid transformer pd monitoring method using simultaneous iec60270 and rf data

    , Article IEEE Transactions on Power Delivery ; Volume 34, Issue 4 , 2019 , Pages 1374-1382 ; 08858977 (ISSN) Firuzi, K ; Vakilian, M ; Phung, B. T ; Blackburn, T. R ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    Transformers are the key component in power system transmission and distribution networks. Condition-based maintenance will increase their expected life, and online monitoring is essential to ensure operation reliability. In this paper, a new approach to transformer online monitoring is provided based on partial discharge (PD) measurement. Simultaneous measurements of PD using IEC60270 and radio frequency (RF) techniques are employed to explore new features that can be used to distinguish between internal PDs and external interference, as well as among different internal PD sources. Stream clustering based on the density grid method with only a few features required is used to categorize... 

    Partial discharges pattern recognition of transformer defect model by LBP & HOG features

    , Article IEEE Transactions on Power Delivery ; Volume 34, Issue 2 , 2019 , Pages 542-550 ; 08858977 (ISSN) Firuzi, K ; Vakilian, M ; Phung, B. T ; Blackburn, T. R ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    Partial discharge (PD) measurement and identification have great importance to condition monitoring of power transformers. In this paper, a new method for recognition of single and multi-source of PD based on extraction of high level image features has been introduced. A database, involving 365 samples of phase-resolved PD (PRPD) data, is developed by measurement carried out on transformer artificial defect models (having different sizes of defect) under a specific applied voltage, to be used for proposed algorithm validation. In the first step, each set of PRPD data is converted into grayscale images to represent different PD defects. Two 'image feature extraction' methods, the Local Binary... 

    Direct introduction of semicon layers in XLPE cable model

    , Article 2006 International Conference on Power System Technology, POWERCON2006, Chongqing, 22 October 2006 through 26 October 2006 ; 2006 ; 1424401119 (ISBN); 9781424401116 (ISBN) Hasheminezhad, M ; Vakilian, M ; Blackburn, T. R ; Phung, B. T ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2006
    Abstract
    Detection and location of any partial discharge signal requires an accurate frequency dependent cable model to correctly simulate the P.D. signal attenuation during its propagation in the cable. This model should be capable of simulating the semiconducting layers which have significant effects on P.D. signal attenuation and its propagation velocity. There is a substantial need for improvements in the flexibility of transient cable model through direct introduction of the two semiconducting layers in the cable model. This can be employed, in the next step to develop a 3 phase cable model for ATP. This paper has derived an impedance formula for the semiconducting layers. The propagation... 

    Investigation of PD signal propagation characteristics in XLPE cables

    , Article 2004 International Conference on Power System Technology, POWERCON 2004, 21 November 2004 through 24 November 2004 ; Volume 2 , 2004 , Pages 1863-1868 ; 0780386108 (ISBN); 9780780386105 (ISBN) Vakilian, M ; Blackburn, T. R ; Phung, B. T ; Zhang, H ; Sharif University of Technology
    2004
    Abstract
    Online monitoring of HV XLPE cables is a major interest for utilities. Due to severe and rapid risk of life of this type of cable with occurrence of partial discharges, studies are carried out for detection and location of PD. However there is a lack of models that can help to accurately detect the partial discharge and its location in installed cables, due to the relatively long length and the load condition of cable. Detection and location of any partial discharge signal requires: A verified knowledge of phenomena which contributes to P.D. propagation and its deformation, measured data of P.D. type signal propagation on different cable test setups, accurate frequency dependent cable model... 

    An efficient diagnosis method for data mining on single PD pulses of transformer insulation defect models

    , Article IEEE Transactions on Dielectrics and Electrical Insulation ; Volume 20, Issue 6 , 2013 , Pages 2061-2072 ; 10709878 (ISSN) Darabad, V. P ; Vakilian, M ; Phung, B. T ; Blackburn, T. R ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2013
    Abstract
    Reviewing the various Partial Discharges (PD data mining researches which have been reported so far, this study compares the performance of different feature spaces and different classifiers employed for PD classification in insulation condition monitoring of power transformers. In this process, first a knowledge basis is developed through construction of 4 different types of PD models in the high voltage laboratory. Background noise is considered as one class in this knowledge basis. The high frequency time domain current signals of high voltage equipment are captured over one power frequency cycle. The single PD activities within this captured signal are extracted by application of a... 

    An efficient PD data mining method for power transformer defect models using SOM technique

    , Article International Journal of Electrical Power and Energy Systems ; Volume 71 , October , 2015 , Pages 373-382 ; 01420615 (ISSN) Darabad, V. P ; Vakilian, M ; Blackburn, T. R ; Phung, B. T ; Sharif University of Technology
    Elsevier Ltd  2015
    Abstract
    Suggestion and application of a set of new features for on-line Partial Discharge (PD) monitoring, where there is no information about the type of PD is a challenging task for condition assessment of power equipments, such as a power transformer. This is looked for in this paper. So far, in past various techniques have been employed to develop a comprehensive PD monitoring system, however limited success has been achieved. One of the challenging issues in this field is the discovering of proper features capable of differentiating the involvement of possible types of PD sources. In order to examine the efficiency of the method established in this paper, which is based on application of a set... 

    Investigation of partial discharge propagation on compac t three phase XLPE cables

    , Article 2008 Australasian Universities Power Engineering Conference, AUPEC 2008, Sydney, NSW, 14 December 2008 through 17 December 2008 ; 2008 ; 9781424441624 (ISBN) Vakilian, M ; Blackburn, T. R ; Johnson O., H. N ; Phung, B. T ; Sharif University of Technology
    2008
    Abstract
    This paper presents the measurements results of simulated partial discharge propagation on a compact three phase XLPE cable, and shows how the high frequency signal on one phase of the cable is induced on the other two phases. A frequency dependent three phase cable model is employed to simulate this phenomena. © 2008 Australasian Universities Power Engineering Conference (AUPEC'08)  

    A method to capture and de-noise partial discharge pulses using discrete wavelet transform and ANFIS

    , Article International Transactions on Electrical Energy Systems ; Volume 25, Issue 11 , September , 2015 , Pages 2696-2712 ; 20507038 (ISSN) Jahangir, H ; Hajipour, E ; Vakilian, M ; Akbari, A ; Blackburn, T ; Phung, B. T ; Sharif University of Technology
    John Wiley and Sons Ltd  2015
    Abstract
    Due to the presence of excessive noise in the recorded partial discharge (PD) current signals, de-noising of these signals is a crucial task for performing any investigation on the subject. Meanwhile, to accelerate this de-noising process a single PD pulse can be extracted from the train of those recorded pulses, followed by its de-noising. In this paper a single PD pulse is extracted from the train of recorded PD pulses, using noisy recorded data cumulative energy. A de-noising technique based on adaptive neuro-fuzzy inference systems is proposed. To verify the validity of the proposed method, four different sources of PD signals are physically simulated. The proposed method is applied on... 

    Analytical and parametric analysis of thermoelastic damping in circular cylindrical nanoshells by capturing small-scale effect on both structure and heat conduction

    , Article Archives of Civil and Mechanical Engineering ; Volume 22, Issue 1 , 2022 ; 16449665 (ISSN) Li, M ; Cai, Y ; Bao, L ; Fan, R ; Zhang, H ; Wang, H ; Borjalilou, V ; Sharif University of Technology
    Springer Science and Business Media Deutschland GmbH  2022
    Abstract
    This article intends to examine thermoelastic damping (TED) in circular cylindrical nanoshells by considering small-scale effect on both structural and thermal areas. To fulfill this aim, governing equations are extracted with the aid of nonlocal elasticity theory and dual-phase-lag (DPL) heat conduction model. Circular cylindrical shell is also modeled on the basis of Donnell–Mushtari–Vlasov (DMV) equations for thin shells. By inserting asymmetric simple harmonic oscillations of nanoshell into motion, compatibility and heat conduction equations, the size-dependent thermoelastic frequency equation is obtained. By solving this equation and deriving the frequency of nanoshell affected by... 

    Investigation of partial discharge propagation and location in multiple-α and single- α transformer windings using optimized wavelet analysis

    , Article Iranian Journal of Science and Technology, Transaction B: Engineering ; Volume 30, Issue 6 , 2006 , Pages 655-666 ; 03601307 (ISSN) Salay Naderi, M ; Vakilian, M ; Blackburn, T. R ; Phung, T. B ; Salay Naderi, M ; Sharif University of Technology
    2006
    Abstract
    Partial discharges (PD) are recognized as the main cause of the inner insulation deterioration process in power transformers. Therefore, the optimum inner insulation design is one of the challenges a transformer designer is faced with. Transformer strength, especially during transient conditions, is a criterion for transformer insulation designers. This challenge has made designers initiate and employ other types of winding, for example, rather than ordinary layer and disc windings employ the multiple-α windings. Multiple-α windings have a more complicated structure and are comprised of various parts with different physical structures and electrical characteristics. Typical partial discharge... 

    Investigation of high frequency signal propagation characteristics on HV XLPE cables

    , Article 7th International Power Engineering Conference, IPEC2005, Singapore, 29 November 2005 through 2 December 2005 ; Volume 2005 , 2005 ; 9810544693 (ISBN); 9789810544690 (ISBN) O, H. N ; Blackburn, T. R ; Phung, B. T ; Vakilian, M ; Naderi, M.S ; Zhang, H ; Sharif University of Technology
    2005
    Abstract
    The insulation lifetime of power cables is determined by several factors. One of the more important of these is the occurrence of partial discharge (PD) at the dielectric. The ability to detect and locate a PD source is limited by attenuation of the high frequency PD pulses as they propagate through the cable. Therefore it is necessary to understand the high frequency response of such cables. Further, to enable reconstruction of PD signals as emitted a viable high frequency model for simulation is needed. This paper presents results of measurements of PD calibration pulse and high frequency sinusoid propagation in HV XLPE cables. In addition to the tests a cable model was developed using the... 

    A hybrid transformer model for determination of partial discharge location in transformer winding

    , Article IEEE Transactions on Dielectrics and Electrical Insulation ; Volume 14, Issue 2 , 2007 , Pages 436-443 ; 10709878 (ISSN) Naderi, M. S ; Vakilian, M ; Blackburn, T. R ; Phung, B. T ; Naderi, M. S ; Nasiri, A ; Sharif University of Technology
    2007
    Abstract
    Partial discharges are well known as a source for insulation degradation in power transformers. A hybrid transformer model is introduced to simulate the transformer winding transient response. Transformer structural data is used to determine the hybrid model parameters. Calculations of the hybrid transient model parameters are based on the parameters of the lumped parameter equivalent transformer model and electromagnetic rules. Modern computation techniques and optimizations are employed beside this model for PD location using the multi conductor transmission line model and also to analyze its propagation aimed at achieving (i) more reliable simulation results (ii) less computational time... 

    A method for studying partial discharges location and propagation within power transformer winding based on the structural data

    , Article 2005 International Symposium on Electrical Insulating Materials, ISEIM 2005, Kitakyushu, 5 June 2005 through 9 June 2005 ; Volume 2 , 2005 , Pages 490-493 Naderi, M. S ; Vakilian, M ; Blackburn, T. R ; Phung, B. T ; Zhang, H ; Naderi, M. S ; Sharif University of Technology
    Institute of Electrical Engineers of Japan  2005
    Abstract
    Power transformer inner insulation system is a very critical component. Its degradation may pose apparatus to fail while in service. On the other hand, experimental experiences prove that partial discharges are a major source of insulation failure in power transformers. If the deterioration of the insulation system caused by PD activity can be detected at an early stage, preventive maintenance measures may be taken. Because of the complex structure of the transformer, accurate PD location is difficult and is one of the challenges power utilities are faced with. This problem comes to be vital in open access systems. In this paper a theory for locating partial discharge and its propagation... 

    An optimal wavelet filtering method for noise suppression of PD measured signal and its location in power transformer winding

    , Article 2005 IEEE International Conference on Dielectric Liquids, ICDL 2005, Coimbra, 26 June 2005 through 1 July 2005 ; 2005 , Pages 269-272 ; 0780389549 (ISBN); 9780780389540 (ISBN) Naderi, M. S ; Vakilian, M ; Blackburn, T. R ; Phung, B. T ; Nam O, H ; Naderi, M. S ; Sharif University of Technology
    2005
    Abstract
    In this paper a method for selecting optimal wavelet is introduced, which is implemented for evaluating electrical measured partial discharges on a 66 kV/25 MVA fully interleaved winding of a power transformer. Applying wavelet transform to a signal produces a wavelet detail coefficient distribution throughout the time-scale, which depends on the wavelet chosen. This method is based on the capability of the chosen wavelet for generating coefficients with maximal values. The basic idea of this method is described and applications to partial discharge studies are explored. The paper demonstrates that the wavelet based de-noising method proposed in the paper can be employed in extracting the PD... 

    A comparison between partial discharge propagation in multiple-α and single-α transformer winding

    , Article Electrical Insulation Conference and Electrical Manufacturing Expo, 2005, Indianapolis, IN, 23 October 2005 through 26 October 2005 ; Volume 2005 , 2005 , Pages 108-111 ; 0780391454 (ISBN); 9780780391451 (ISBN) Naderi, M. S ; Vakilian, M ; Blackburn, T. R ; Phung, B.T ; Zhang, H ; Nam O, H ; Naderi, M. S ; Sharif University of Technology
    2005
    Abstract
    Power transformers are in service in different environmental, electrical and mechanical conditions. Many experiences have proved that the inner insulation system degradation may pose the transformer to fail while in service. On the other hand, partial discharges (PD) are recognized as the main cause of insulation deterioration process. Therefore, reaching the optimum inner insulation system is one of the challenges a transformer designer is faced with. The solution lies in the correct and accurate modelling of different types of transformer windings. Transformer strength especially during transient conditions is a criterion for transformer insulation designers. This challenge has made...