메뉴 건너뛰기




Volumn 28, Issue 5, 2012, Pages 32-42

Adaptive neuro-fuzzy inference system approach for simultaneous diagnosis of the type and location of faults in power transformers

Author keywords

adaptive neuro fuzzy inference system; dissolved gas analysis; fault diagnosisof transformers

Indexed keywords

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM; DIAGNOSIS PERFORMANCE; DISSOLVED GAS; DISSOLVED GAS ANALYSIS; ELECTRICAL STRESS; FAULT TYPES; FUZZY INFERENCE SYSTEMS; FUZZY LOGIC METHOD; INPUT DATAS; INTELLIGENT ALGORITHMS; INTERNATIONAL ELECTROTECHNICAL COMMISSION; LOCATION OF FAULT; LOGIC RULES; NEURO-FUZZY NETWORK; TRAINING PATTERNS; TRANSFORMER FAULTS; WAVELET NETWORK;

EID: 84865442863     PISSN: 08837554     EISSN: None     Source Type: Journal    
DOI: 10.1109/MEI.2012.6268440     Document Type: Article
Times cited : (62)

References (30)
  • 3
    • 84865412015 scopus 로고
    • Interpretation of the Analysis of Gases in Transformers and Other Oil-Filled Electrical Equipment in Service
    • Interpretation of the Analysis of Gases in Transformers and Other Oil-Filled Electrical Equipment in Service, IEC Publ. 599, 1978.
    • (1978) IEC Publ. , vol.599
  • 4
    • 84865416715 scopus 로고    scopus 로고
    • Guide to the Interpretation of Dissolved and Free Gases Analysis
    • Guide to the Interpretation of Dissolved and Free Gases Analysis, IEC Publ. 60599, 2007.
    • (2007) IEC Publ. 60599
  • 5
    • 0035271917 scopus 로고    scopus 로고
    • Interpretation of gas-in-oil analysis using new IEC publication 60599 and IEC TC 10 databases
    • DOI 10.1109/57.917529
    • M. Duval and A. DePabla, "Interpretation of gas-in-oil analysis using new IEC Publication 60599 and IEC TC 10 Databases," IEEE Electr. Insul. Mag., vol. 17, no. 2, pp. 31-41, 2001. (Pubitemid 32407367)
    • (2001) IEEE Electrical Insulation Magazine , vol.17 , Issue.2 , pp. 31-41
    • Duval, M.1    DePablo, A.2
  • 6
    • 0018021576 scopus 로고
    • IEEE and IEC codes to interpret incipient faults in transformers using gas-in-oil analysis
    • R. R. Rogers, "IEEE and IEC codes to interpret incipient faults in transformers using gas-in-oil analysis," IEEE Trans. Electr. Insul., vol. EI-13, no. 5, pp. 349-354, 1978. (Pubitemid 9434636)
    • (1978) IEEE Trans Electr Insul , vol.13 , Issue.5 , pp. 349-354
    • Rogers, R.R.1
  • 7
    • 84865405059 scopus 로고    scopus 로고
    • IEEE Guide for the Interpretation of Gases Generated in Oil-Immersed Transformers, Feb.
    • IEEE Guide for the Interpretation of Gases Generated in Oil-Immersed Transformers, IEEE Standard C57.104-2008, Feb. 2009.
    • (2009) IEEE Standard C57.104-2008
  • 8
    • 84865409636 scopus 로고    scopus 로고
    • Fuzzy logic application in fault diagnosis of transformers using dissolved gases
    • R. Hooshmand and M. Banejad, "Fuzzy logic application in fault diagnosis of transformers using dissolved gases," J. Electr. Eng. Technol., vol. 3, no. 3, pp. 293-299, 2008.
    • (2008) J. Electr. Eng. Technol. , vol.3 , Issue.3 , pp. 293-299
    • Hooshmand, R.1    Banejad, M.2
  • 9
    • 27944466824 scopus 로고    scopus 로고
    • Ann approach for condition monitoring of power transformers using dga
    • Nov
    • D. V. S. S. Siva Sarma and G. N. S. Kalyani, "ANN approach for condition monitoring of power transformers using DGA," IEEE Trans. Power Syst., vol. 3, pp. 444-447, Nov. 2004.
    • (2004) IEEE Trans. Power Syst. , vol.3 , pp. 444-447
    • Siva Sarma, D.V.S.S.1    Kalyani, G.N.S.2
  • 10
    • 0035481368 scopus 로고    scopus 로고
    • A comparative study of neural network efficiency in power transformers diagnosis using dissolved gas analysis
    • J. L. Guardado, J. L. Naredo, P. Moreno, and C. R. Fuerte, "A comparative study of neural network efficiency in power transformers diagnosis using dissolved gas analysis," IEEE Trans. Power Delivery, vol. 16, no. 4, 2001.
    • (2001) IEEE Trans. Power Delivery , vol.16 , Issue.4
    • Guardado, J.L.1    Naredo, J.L.2    Moreno, P.3    Fuerte, C.R.4
  • 11
    • 42249106798 scopus 로고    scopus 로고
    • A probabilistic classifier for transformer dissolved gas analysis with a particle swarm optimizer
    • DOI 10.1109/TPWRD.2008.915812
    • Z. J. Richardson, J. Fitch, W. H. Tang, J. Y. Goulermas, and Q. H. Wu, "A probabilistic classifier for transformer dissolved gas analysis with a particle swarm optimizer, " IEEE Trans. Power Delivery, vol. 23, no. 2, pp. 751-759, 2008. (Pubitemid 351546126)
    • (2008) IEEE Transactions on Power Delivery , vol.23 , Issue.2 , pp. 751-759
    • Tang, W.H.1    Goulermas, J.Y.2    Wu, Q.H.3    Richardson, Z.J.4    Fitch, J.5
  • 12
    • 0034186792 scopus 로고    scopus 로고
    • A fuzzy dissolved gas analysis method for the diagnosis of multiple incipient faults in a transformer
    • Q. Su, C. Mi, L. L. La, and P. Austin, "A fuzzy dissolved gas analysis method for the diagnosis of multiple incipient faults in a transformer," IEEE Trans. Power Syst., vol. 15, no. 2, pp. 593-598, 2000.
    • (2000) IEEE Trans. Power Syst. , vol.15 , Issue.2 , pp. 593-598
    • Su, Q.1    Mi, C.2    La, L.L.3    Austin, P.4
  • 13
    • 33645750935 scopus 로고    scopus 로고
    • A hybrid tool for detection of incipient faults in transformers based on the dissolved gas analysis of insulating oil
    • D. R. Morais and J. G. Rolim, "A hybrid tool for detection of incipient faults in transformers based on the dissolved gas analysis of insulating oil," IEEE Trans. Power Delivery, vol. 21, no. 2, pp. 673-680, 2006.
    • (2006) IEEE Trans. Power Delivery , vol.21 , Issue.2 , pp. 673-680
    • Morais, D.R.1    Rolim, J.G.2
  • 14
    • 77955092273 scopus 로고    scopus 로고
    • Association rule mining-based dissolved gas analysis for fault diagnosis of power transformers
    • Z. Yang, W. H. Tang, A. Shintemirov, and Q. H. Wu., "Association rule mining-based dissolved gas analysis for fault diagnosis of power transformers," IEEE Trans. Syst., Man, Cybern. C: Appl. Rev., vol. 39, no. 6, pp. 597-610, 2009.
    • (2009) IEEE Trans. Syst., Man, Cybern. C: Appl. Rev. , vol.39 , Issue.6 , pp. 597-610
    • Yang, Z.1    Tang, W.H.2    Shintemirov, A.3    Wu., Q.H.4
  • 15
    • 35148878686 scopus 로고    scopus 로고
    • Dissolved gas analysis of alternative fluids for power transformers
    • DOI 10.1109/MEI.2007.4318269
    • I. U. Khan, Z. Wang, I. Cotton, and S. Northcote, "Dissolved gas analysis of alternative fluids for power transformers," IEEE Electr. Insul. Mag., vol. 23, no. 5, pp. 5-14, 2007. (Pubitemid 47542677)
    • (2007) IEEE Electrical Insulation Magazine , vol.23 , Issue.5 , pp. 5-14
    • Khan, I.-U.1    Wang, Z.2    Cotton, I.3    Northcote, S.4
  • 16
    • 58249139750 scopus 로고    scopus 로고
    • Wavelet networks in power transformers diagnosis using dissolved gas analysis
    • W. Chen, C. Pan, Y. Yun, and Y. Liu, "Wavelet networks in power transformers diagnosis using dissolved gas analysis," IEEE Trans. Power Delivery, vol. 24, no. 1, pp. 187-194, 2009.
    • (2009) IEEE Trans. Power Delivery , vol.24 , Issue.1 , pp. 187-194
    • Chen, W.1    Pan, C.2    Yun, Y.3    Liu, Y.4
  • 17
    • 70349338883 scopus 로고    scopus 로고
    • Global fault diagnosis method of traction transformer based on improved fuzzy cellular neural network
    • May
    • L. Xun Dong Decun and W. Guochun, "Global fault diagnosis method of traction transformer based on improved fuzzy cellular neural network," in IEEE Conf. on Industrial Electronics and Applications, pp. 353-357, May 2009.
    • (2009) IEEE Conf. on Industrial Electronics and Applications , pp. 353-357
    • Guochun, W.1    Xun Dong Decun, L.2
  • 18
    • 54049150340 scopus 로고    scopus 로고
    • An integrated neural fuzzy approach for fault diagnosis of transformers
    • R. Naresh, V. Sharma, and M. Vashisth, "An integrated neural fuzzy approach for fault diagnosis of transformers," IEEE Trans. Power Delivery, vol. 23, no. 4, pp. 2017-2024, 2008.
    • (2008) IEEE Trans. Power Delivery , vol.23 , Issue.4 , pp. 2017-2024
    • Naresh, R.1    Sharma, V.2    Vashisth, M.3
  • 20
    • 78650044698 scopus 로고    scopus 로고
    • Intelligent agent-based system using dissolved gas analysis to detect incipient faults in power transformers
    • A. Akbari, A. Setayeshmehr, H. Borsi, E. Gockenbach, and I. Fofana, "Intelligent agent-based system using dissolved gas analysis to detect incipient faults in power transformers," IEEE Electr. Insul. Mag., vol. 26, no. 6, pp. 27-40, 2010.
    • (2010) IEEE Electr. Insul. Mag. , vol.26 , Issue.6 , pp. 27-40
    • Akbari, A.1    Setayeshmehr, A.2    Borsi, H.3    Gockenbach, E.4    Fofana, I.5
  • 21
    • 78650068419 scopus 로고    scopus 로고
    • Carbon oxides in the interpretation of dissolved gas analysis in transformers and tap changers
    • I. Hohlein-Atanasova and R. Frotscher, "Carbon oxides in the interpretation of dissolved gas analysis in transformers and tap changers," IEEE Electr. Insul. Mag., vol. 26, no. 6, pp. 22-26, 2010.
    • (2010) IEEE Electr. Insul. Mag. , vol.26 , Issue.6 , pp. 22-26
    • Hohlein-Atanasova, I.1    Frotscher, R.2
  • 22
    • 84865442731 scopus 로고    scopus 로고
    • Condition monitoring and diagnostics of bushings, current transformers, and voltage transformers by oil analysis
    • Electric Power Research Institute (EPRE), Palo Alto, CA, Dec.
    • Electric Power Research Institute (EPRE), "Condition Monitoring and Diagnostics of Bushings, Current Transformers, and voltage Transformers by Oil Analysis," Technical Update, EPRE, Palo Alto, CA, Dec. 2006.
    • (2006) Technical Update, EPRE
  • 23
    • 0027601884 scopus 로고
    • Anfis: Adaptive-network-based fuzzy inference system
    • J. S. R. Jang, "ANFIS: Adaptive-network-based fuzzy inference system," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, pp. 665-685, 1993.
    • (1993) IEEE Trans. Syst., Man, Cybern. , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.S.R.1
  • 25
    • 84865441263 scopus 로고    scopus 로고
    • ANFIS and the ANFIS Editor GUI: Tutorial (Fuzzy Logic Toolbox™)
    • ANFIS and the ANFIS Editor GUI: Tutorial (Fuzzy Logic Toolbox™), http:www.mathworks.com/help/toolbox/fuzzy/fp715dup12.html.
  • 26
    • 79953189990 scopus 로고    scopus 로고
    • Dga interpretation scheme derived from case study
    • X. Li, H. Wu, and D. Wu, "DGA interpretation scheme derived from case study," IEEE Trans. Power Delivery, vol. 26, no. 2, pp. 1292-1293, 2011.
    • IEEE Trans. Power Delivery , vol.26 , Issue.2 , pp. 1292-1293
    • Li, X.1    Wu, H.2    Wu, D.3
  • 28
    • 78650058057 scopus 로고    scopus 로고
    • Dissolved gas analysis technique for incipient fault diagnosis in power transformers: A bibliographic survey
    • S. Singh and M. N. Bandyopadhyay, "Dissolved gas analysis technique for incipient fault diagnosis in power transformers: A bibliographic survey," IEEE Electr. Insul. Mag., vol. 26, no. 6, pp. 41-46, 2010.
    • (2010) IEEE Electr. Insul. Mag. , vol.26 , Issue.6 , pp. 41-46
    • Singh, S.1    Bandyopadhyay, M.N.2
  • 29
    • 32844460029 scopus 로고    scopus 로고
    • Assessment of the status of insulation during thermal stress accelerated experiments on transformer prototypes
    • DOI 10.1109/TDEI.2006.1593420
    • M. K. Pradhan, "Assessment of the status of insulation during thermal stress accelerated experiments on transformer," IEEE Trans. Dielectr. Electr. Insul., vol. 13, no. 1, pp. 227-237, 2006. (Pubitemid 43254230)
    • (2006) IEEE Transactions on Dielectrics and Electrical Insulation , vol.13 , Issue.1 , pp. 227-237
    • Pradhan, M.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.