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Volumn 10, Issue 12, 2017, Pages

A new prediction model for transformerwinding hotspot temperature fluctuation based on fuzzy information granulation and an optimized wavelet neural network

Author keywords

Fuzzy information granulation; Hotspot temperature; Prediction model; Transformer winding; Wavelet neural network

Indexed keywords

FORECASTING; GRANULATION; PARTICLE SWARM OPTIMIZATION (PSO); PARTICLES (PARTICULATE MATTER); TEMPERATURE DISTRIBUTION; TRANSFORMER WINDINGS; WINDING;

EID: 85044358197     PISSN: None     EISSN: 19961073     Source Type: Journal    
DOI: 10.3390/en10121998     Document Type: Article
Times cited : (10)

References (24)
  • 1
    • 0141917756 scopus 로고    scopus 로고
    • Prediction of hottest spot temperature (HST) in power and station transformers
    • Pradhan, M.K.; Ramu, T.S. Prediction of hottest spot temperature (HST) in power and station transformers. IEEE Trans. Power Deliv. 2004, 18, 1275-1283.
    • (2004) IEEE Trans. Power Deliv. , vol.18 , pp. 1275-1283
    • Pradhan, M.K.1    Ramu, T.S.2
  • 4
    • 67650578616 scopus 로고    scopus 로고
    • Prediction of hottest spot temperature in power transformer windings with non-directed and directed oil-forced cooling
    • Taghikhani, M.A.; Gholami, A. Prediction of hottest spot temperature in power transformer windings with non-directed and directed oil-forced cooling. Electr. Power Energy Syst. 2009, 31, 356-364.
    • (2009) Electr. Power Energy Syst. , vol.31 , pp. 356-364
    • Taghikhani, M.A.1    Gholami, A.2
  • 6
    • 65349099370 scopus 로고    scopus 로고
    • Power transformer top-oil temperature model based on thermal-electric analogy theory
    • Chen, W.G.; Pan, C.; Yun, Y.X. Power transformer top-oil temperature model based on thermal-electric analogy theory. Eur. Trans. Electr. Power 2009, 19, 341-354.
    • (2009) Eur. Trans. Electr. Power , vol.19 , pp. 341-354
    • Chen, W.G.1    Pan, C.2    Yun, Y.X.3
  • 7
    • 84863120463 scopus 로고    scopus 로고
    • Application of generalized regression neural network to transformer winding hot spot temperature forecasting
    • Chen,W.G.; Xi, H.J.; Su, X.P.; Liu,W. Application of generalized regression neural network to transformer winding hot spot temperature forecasting. High Volt. Eng. 2012, 38, 16-21.
    • (2012) High Volt. Eng. , vol.38 , pp. 16-21
    • Chen, W.G.1    Xi, H.J.2    Su, X.P.3    Liu, W.4
  • 8
    • 84867174074 scopus 로고    scopus 로고
    • Winding hotspot temperature prediction for oil-immersed power transformer based on Kalman filter algorithm
    • Su, X.P.; Chen,W.G.; Xi, H.J.Winding hotspot temperature prediction for oil-immersed power transformer based on Kalman filter algorithm. High Volt. Eng. 2012, 38, 1909-1916.
    • (2012) High Volt. Eng. , vol.38 , pp. 1909-1916
    • Su, X.P.1    Chen, W.G.2    Ki, H.J.3
  • 9
    • 0037822222 scopus 로고    scopus 로고
    • Asymptotic behaviors of support vector machines with Gaussian kernel
    • Keerthi, S.S.; Lin, C.J. Asymptotic behaviors of support vector machines with Gaussian kernel. Neural Comput. 2003, 15, 1667-1689.
    • (2003) Neural Comput. , vol.15 , pp. 1667-1689
    • Keerthi, S.S.1    Lin, C.J.2
  • 11
    • 84865250900 scopus 로고    scopus 로고
    • Dynamic near-term traffic flow prediction: System-oriented approach based on past experiences
    • Chang, H.; Lee, Y.; Yoon, B. Dynamic near-term traffic flow prediction: System-oriented approach based on past experiences. IET Intell. Transp. Syst. 2012, 6, 292-305.
    • (2012) IET Intell. Transp. Syst. , vol.6 , pp. 292-305
    • Chang, H.1    Lee, Y.2    Yoon, B.3
  • 12
    • 84920424686 scopus 로고    scopus 로고
    • A combined forecasting model for range of wind power fluctuation based on fuzzy information granulation and least squares support
    • Wang, H.; Hu, Z.J.; Zhang, M.L. A combined forecasting model for range of wind power fluctuation based on fuzzy information granulation and least squares support. Trans. China Electrotechnol. Soc. 2014, 29, 218-224.
    • (2014) Trans. China Electrotechnol. Soc. , vol.29 , pp. 218-224
    • Wang, H.1    Hu, Z.J.2    Zhang, M.L.3
  • 13
    • 85046069163 scopus 로고    scopus 로고
    • Transformer hot spot temperature prediction using a hybrid algorithm of support vector regression and information granulation
    • Beijing, China, 12-14 April
    • Cui, Y.; Ma, H.; Tapan, S. Transformer hot spot temperature prediction using a hybrid algorithm of support vector regression and information granulation. In Proceedings of the Power and Energy Engineering Conference (APPEEC), Beijing, China, 12-14 April 2015.
    • (2015) Proceedings of the Power and Energy Engineering Conference (APPEEC)
    • Cui, Y.1    Ma, H.2    Tapan, S.3
  • 14
    • 1642469977 scopus 로고    scopus 로고
    • Towards a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic
    • Zadeh, L.A. Towards a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic. Fuzzy Sets Syst. 1997, 90, 111-127.
    • (1997) Fuzzy Sets Syst. , vol.90 , pp. 111-127
    • Zadeh, L.A.1
  • 16
    • 0026955103 scopus 로고
    • IEEE Trans
    • Wavelet networks
    • Zhang, Q.; Benveniste, A.Wavelet networks. IEEE Trans. Neural Netw. 1992, 3, 889-898.
    • (1992) Neural Netw. , vol.3 , pp. 889-898
    • Zhang, Q.1    Benveniste, A.2
  • 17
    • 79953211586 scopus 로고    scopus 로고
    • A new neural network approach to short term load forecasting of electrical power systems
    • Amjady, N.; Keynia, F. A new neural network approach to short term load forecasting of electrical power systems. Energies 2011, 4, 488-503.
    • (2011) Energies , vol.4 , pp. 488-503
    • Amjady, N.1    Keynia, F.2
  • 18
    • 0028336556 scopus 로고
    • Genetic evolution of the topology and weight distribution of neural networks
    • Maniezzo, V. Genetic evolution of the topology and weight distribution of neural networks. IEEE Trans Neural Netw. 1994, 5, 39-53.
    • (1994) IEEE Trans Neural Netw. , vol.5 , pp. 39-53
    • Maniezzo, V.1
  • 21
    • 84931319034 scopus 로고    scopus 로고
    • Optimal energy management strategy of a plug-in hybrid electric vehicle based on a particle swarm optimization algorithm
    • Chen, Z.; Xiong, R.; Wang, K.; Jiao, B. Optimal energy management strategy of a plug-in hybrid electric vehicle based on a particle swarm optimization algorithm. Energies 2015, 8, 3661-3678.
    • (2015) Energies , vol.8 , pp. 3661-3678
    • Chen, Z.1    Xiong, R.2    Wang, K.3    Jiao, B.4
  • 23
    • 0035304359 scopus 로고    scopus 로고
    • A fundamental approach to transformer thermal modeling-Part I: Theory and equivalent circuit
    • Swift, G.; Molinski, T.S.; Lehn,W. A fundamental approach to transformer thermal modeling-Part I: Theory and equivalent circuit. IEEE Trans. Power Deliv. 2001, 16, 171-175.
    • (2001) IEEE Trans. Power Deliv. , vol.16 , pp. 171-175
    • Swift, G.1    Molinski, T.S.2    Lehn, W.3
  • 24
    • 0030835196 scopus 로고    scopus 로고
    • An improved transformer top oil temperature model for use in an on-line monitoring and diagnostic system
    • Lesieutre, B.C.; Hagman,W.H.; Kirtley, J.L. An improved transformer top oil temperature model for use in an on-line monitoring and diagnostic system. IEEE Trans. Power Deliv. 1997, 12, 249-256.
    • (1997) IEEE Trans. Power Deliv. , vol.12 , pp. 249-256
    • Lesieutre, B.C.1    Hagman, W.H.2    Kirtley, J.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.