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Volumn 36, Issue 7, 2009, Pages 10304-10311

Artificial recognition system for defective types of transformers by acoustic emission

Author keywords

Acoustic emission; Neural network; Partial discharge; Particle swarm optimization; Transformer

Indexed keywords

AE SIGNALS; ARTIFICIAL NEURAL NETWORKS; DETECTION METHODS; DIAGNOSIS METHODS; EPOXY-RESIN TRANSFORMERS; HIGH VOLTAGE TESTS; REAL-TIME DETECTIONS; RECOGNITION RATES; RECOGNITION SYSTEMS; TRANSFORMER; WAVE FORMS;

EID: 67349239815     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.01.046     Document Type: Article
Times cited : (30)

References (21)
  • 1
    • 0000036872 scopus 로고    scopus 로고
    • How initial conditions affect generalization performance in large networks
    • Amir A., and Chuanyi J. How initial conditions affect generalization performance in large networks. IEEE Transaction on Neural Networks 8 2 (1997) 448-451
    • (1997) IEEE Transaction on Neural Networks , vol.8 , Issue.2 , pp. 448-451
    • Amir, A.1    Chuanyi, J.2
  • 2
    • 3142755458 scopus 로고    scopus 로고
    • Application of wavelet analysis to acoustic emission pulses generated by partial discharges
    • Boczar T., and Zmarzly D. Application of wavelet analysis to acoustic emission pulses generated by partial discharges. IEEE Transactions on Dielectrics and Electrical Insulation 11 3 (2004) 433-449
    • (2004) IEEE Transactions on Dielectrics and Electrical Insulation , vol.11 , Issue.3 , pp. 433-449
    • Boczar, T.1    Zmarzly, D.2
  • 4
    • 27844457150 scopus 로고    scopus 로고
    • New diagnosis approach to epoxy resin transformer partial discharge using acoustic technology
    • Chen L.J., Tsao T.P., and Lin Y.H. New diagnosis approach to epoxy resin transformer partial discharge using acoustic technology. IEEE Transactions on Power Delivery 20 4 (2005) 2501-2508
    • (2005) IEEE Transactions on Power Delivery , vol.20 , Issue.4 , pp. 2501-2508
    • Chen, L.J.1    Tsao, T.P.2    Lin, Y.H.3
  • 5
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm-explosion, stability, and convergence in a multidimensional complex space
    • Clerc M., and Kennedy J. The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolution Computing 6 1 (2002) 58-73
    • (2002) IEEE Transactions on Evolution Computing , vol.6 , Issue.1 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 7
    • 33744928861 scopus 로고    scopus 로고
    • Optimal tuning of power systems stabilizers and AVR gains using particle swarm optimization
    • El-Zonkoly A.M. Optimal tuning of power systems stabilizers and AVR gains using particle swarm optimization. Expert Systems with Applications 31 (2006) 551-557
    • (2006) Expert Systems with Applications , vol.31 , pp. 551-557
    • El-Zonkoly, A.M.1
  • 9
    • 12544252604 scopus 로고    scopus 로고
    • Sensitive online PD-measurements of onsite oil/paper-insulated devices by means of optimized acoustic emission techniques
    • Grossmann E., and Feser K. Sensitive online PD-measurements of onsite oil/paper-insulated devices by means of optimized acoustic emission techniques. IEEE Transactions on Power Delivery 20 1 (2005) 158-162
    • (2005) IEEE Transactions on Power Delivery , vol.20 , Issue.1 , pp. 158-162
    • Grossmann, E.1    Feser, K.2
  • 10
    • 0035909252 scopus 로고    scopus 로고
    • Estimation of partial discharge parameters in GIS using acoustic emission techniques
    • Gupta N., and Ramu T.S. Estimation of partial discharge parameters in GIS using acoustic emission techniques. Journal of Sound and Vibration 247 2 (2001) 243-260
    • (2001) Journal of Sound and Vibration , vol.247 , Issue.2 , pp. 243-260
    • Gupta, N.1    Ramu, T.S.2
  • 12
    • 33748073455 scopus 로고    scopus 로고
    • ART 2 - An unsupervised neural network for PD pattern recognition and classification
    • Karthikeyan B., Gopal S., and Venkatesh S. ART 2 - An unsupervised neural network for PD pattern recognition and classification. Expert Systems with Applications 31 (2006) 345-350
    • (2006) Expert Systems with Applications , vol.31 , pp. 345-350
    • Karthikeyan, B.1    Gopal, S.2    Venkatesh, S.3
  • 13
    • 37349032308 scopus 로고    scopus 로고
    • Partial discharge pattern classification using composite versions of probabilistic neural network inference engine
    • Karthikeyan B., Gopal S., and Venkatesh S. Partial discharge pattern classification using composite versions of probabilistic neural network inference engine. Expert Systems with Applications 34 (2008) 1938-1947
    • (2008) Expert Systems with Applications , vol.34 , pp. 1938-1947
    • Karthikeyan, B.1    Gopal, S.2    Venkatesh, S.3
  • 14
    • 25844513261 scopus 로고    scopus 로고
    • Conception of complex probabilistic neural network system for classification of partial discharge patterns using multifarious inputs
    • Karthikeyan B., Gopal S., and Vimala M. Conception of complex probabilistic neural network system for classification of partial discharge patterns using multifarious inputs. Expert Systems with Applications 29 (2005) 953-963
    • (2005) Expert Systems with Applications , vol.29 , pp. 953-963
    • Karthikeyan, B.1    Gopal, S.2    Vimala, M.3
  • 16
    • 38049082177 scopus 로고    scopus 로고
    • Particle swarm trained neural network for fault diagnosis of transformers by acoustic emission
    • Kuo C.C. Particle swarm trained neural network for fault diagnosis of transformers by acoustic emission. Lecture Notes in Artificial Intelligence 4682 (2007) 992-1003
    • (2007) Lecture Notes in Artificial Intelligence , vol.4682 , pp. 992-1003
    • Kuo, C.C.1
  • 17
    • 23944523049 scopus 로고    scopus 로고
    • The analysis of ultrasonic signals by partial discharge and noise from the transformer
    • Kweon D.J., Chin S.B., Kwak H.R., Kim J.C., and Song K.B. The analysis of ultrasonic signals by partial discharge and noise from the transformer. IEEE Transactions on Power Delivery 20 3 (2005) 1976-1983
    • (2005) IEEE Transactions on Power Delivery , vol.20 , Issue.3 , pp. 1976-1983
    • Kweon, D.J.1    Chin, S.B.2    Kwak, H.R.3    Kim, J.C.4    Song, K.B.5
  • 19
    • 0036506017 scopus 로고    scopus 로고
    • Determination of neural network topology for partial discharge pulse pattern recognition
    • Salama M.M.A., and Bartnikas R. Determination of neural network topology for partial discharge pulse pattern recognition. IEEE Transactions on Neural Networks 13 2 (2002) 446-456
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 446-456
    • Salama, M.M.A.1    Bartnikas, R.2
  • 21
    • 33744517416 scopus 로고    scopus 로고
    • Diagnosis of stator winding insulation of large generator based on partial discharge measurement
    • Yue B., Chen X., Cheng Y., Song J., and Xie H. Diagnosis of stator winding insulation of large generator based on partial discharge measurement. IEEE Transactions on Energy Conversion 21 2 (2006) 387-395
    • (2006) IEEE Transactions on Energy Conversion , vol.21 , Issue.2 , pp. 387-395
    • Yue, B.1    Chen, X.2    Cheng, Y.3    Song, J.4    Xie, H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.