메뉴 건너뛰기




Volumn 19, Issue , 2015, Pages 533-543

Integrating real-time monitoring and asset health prediction for power transformer intelligent maintenance and decision support

Author keywords

Back propagation artificial neural network; Engineering asset management; Gases in oil; Intelligent prognosis; Principal component analysis

Indexed keywords

ASSET MANAGEMENT; CONDITION BASED MAINTENANCE; DATA MINING; DECISION SUPPORT SYSTEMS; ELECTRIC FAULT CURRENTS; ELECTRIC POWER TRANSMISSION; ELECTRIC POWER TRANSMISSION NETWORKS; FAILURE ANALYSIS; FAULT DETECTION; FORECASTING; HEALTH; HEURISTIC METHODS; OUTAGES; POWER TRANSFORMERS; PRINCIPAL COMPONENT ANALYSIS; REPAIR; THROUGHPUT;

EID: 84951015351     PISSN: 21954356     EISSN: 21954364     Source Type: Book Series    
DOI: 10.1007/978-3-319-09507-3_46     Document Type: Article
Times cited : (3)

References (22)
  • 1
    • 75849133450 scopus 로고    scopus 로고
    • Asset management techniques for transformers
    • Abu-Elanien AEB, Salama MMA (2010) Asset management techniques for transformers. Electr Power Syst Res 80(4):456–464
    • (2010) Electr Power Syst Res , vol.80 , Issue.4 , pp. 456-464
    • Abu-Elanien, A.1    Salama, M.2
  • 2
    • 84863766715 scopus 로고    scopus 로고
    • Function analysis based rule extraction from artificial neural networks for transformer incipient fault diagnosis
    • Bhalla D, Bansal RK, HiO Gupta (2012) Function analysis based rule extraction from artificial neural networks for transformer incipient fault diagnosis. Electr Power Energy Syst 43 (1):1196–1203
    • (2012) Electr Power Energy Syst , vol.43 , Issue.1 , pp. 1196-1203
    • Bhalla, D.1    Bansal, R.K.2    Gupta, H.3
  • 3
    • 0024861871 scopus 로고
    • Approximation by superpositions of a sigmoidal function
    • Cybenko G (1989) Approximation by superpositions of a sigmoidal function. Math Control Signals Syst 5(4):303–314
    • (1989) Math Control Signals Syst , vol.5 , Issue.4 , pp. 303-314
    • Cybenko, G.1
  • 4
    • 78650710876 scopus 로고    scopus 로고
    • Evaluation of expert system for condition monitoring of a single point cutting tool using principle component analysis and decision tree algorithm
    • Elangovan M, Babu Devasenapati S, Sakthivel NR, Ramachandran KI (2011) Evaluation of expert system for condition monitoring of a single point cutting tool using principle component analysis and decision tree algorithm. Expert Syst Appl 38(4):4450–4459
    • (2011) Expert Syst Appl , vol.38 , Issue.4 , pp. 4450-4459
    • Elangovan, M.1    Babu Devasenapati, S.2    Sakthivel, N.R.3    Ramachandran, K.I.4
  • 5
    • 79953177460 scopus 로고    scopus 로고
    • Online oil condition monitoring using a partialdischarge signal
    • El-Hag AH, Saker YA, Shurrab IY (2011) Online oil condition monitoring using a partialdischarge signal. IEEE Trans Power Deliv 26(2):1288–1289
    • (2011) IEEE Trans Power Deliv , vol.26 , Issue.2 , pp. 1288-1289
    • El-Hag, A.H.1    Saker, Y.A.2    Shurrab, I.Y.3
  • 9
    • 0024880831 scopus 로고
    • Multi-layer feedforward networks are universal approximations
    • Hornik K, Stinchcombe M, White H (1989) Multi-layer feedforward networks are universal approximations. Neural Netw 2(5):336–359
    • (1989) Neural Netw , vol.2 , Issue.5 , pp. 336-359
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 10
    • 44349097078 scopus 로고    scopus 로고
    • Asset managing the power dilemma
    • IEEE Press, October–November
    • Ma C, Tang WHT, Yang Z, Wu QH, Fitch J (2007) Asset managing the power dilemma. IEEE Control Autom Mag 18(5):40–45. IEEE Press, October–November
    • (2007) IEEE Control Autom Mag , vol.18 , Issue.5 , pp. 40-45
    • Ma, C.1    Tang, W.2    Yang, Z.3    Wu, Q.H.4    Fitch, J.5
  • 11
    • 84925944856 scopus 로고    scopus 로고
    • Condition monitoring in engineering asset management
    • August 6–9, Sapporo, Japan
    • Ma L (2007) Condition monitoring in engineering asset management. Asia-Pacific Vibration Conference (APVC), August 6–9, Sapporo, Japan, pp 1–16
    • (2007) Asia-Pacific Vibration Conference (APVC) , pp. 1-16
    • Ma, L.1
  • 12
    • 19644362439 scopus 로고
    • Her Majesty’s Stationery Office, London
    • Parkes D (1978) Terotechnology handbook. Her Majesty’s Stationery Office, London
    • (1978) Terotechnology Handbook
    • Parkes, D.1
  • 13
    • 84951101184 scopus 로고    scopus 로고
    • PAS 55-1 (2008) Asset management: specification for the optimized management of physical assets. British Standards Institution, UK
    • PAS 55-1 (2008) Asset management: specification for the optimized management of physical assets. British Standards Institution, UK
  • 14
    • 0036532062 scopus 로고    scopus 로고
    • Distributed quantitative and qualitative fault diagnosis: Railway junction case study
    • Roberts C, Dassanayake HPB, Lehrasab N, Goodman CJ (2002) Distributed quantitative and qualitative fault diagnosis: railway junction case study. Control Eng Pract 10(4):419–429
    • (2002) Control Eng Pract , vol.10 , Issue.4 , pp. 419-429
    • Roberts, C.1    Dassanayake, H.2    Lehrasab, N.3    Goodman, C.J.4
  • 16
    • 79954654838 scopus 로고    scopus 로고
    • Comparison of decision tree-fuzzy and rough set-fuzzy methods for fault categorization of mono-block centrifugal pump
    • Sakthivel NR, Sugumaranb V, Nair BB (2010) Comparison of decision tree-fuzzy and rough set-fuzzy methods for fault categorization of mono-block centrifugal pump. Mech Syst Signal Process 24(6):1887–1906
    • (2010) Mech Syst Signal Process , vol.24 , Issue.6 , pp. 1887-1906
    • Sakthivel, N.R.1    Sugumaranb, V.2    Nair, B.B.3
  • 17
    • 58649122867 scopus 로고    scopus 로고
    • Power transformer fault classification based on dissolved gas analysis by implementing bootstrap and genetic programming
    • Shintemirov A, Tang W, Wu QH (2009) Power transformer fault classification based on dissolved gas analysis by implementing bootstrap and genetic programming. IEEE Trans Syst Man Cybern-Part C: Appl Rev 39(1):69–79
    • (2009) IEEE Trans Syst Man Cybern-Part C: Appl Rev , vol.39 , Issue.1 , pp. 69-79
    • Shintemirov, A.1    Tang, W.2    Wu, Q.H.3
  • 18
    • 84878535212 scopus 로고    scopus 로고
    • A multi-agent collaborative maintenance platform applying game theory negotiation strategies
    • Trappey AJC, Trappey CV, Ni WC (2013) A multi-agent collaborative maintenance platform applying game theory negotiation strategies. J Intell Manuf 24(3):613–623
    • (2013) J Intell Manuf , vol.24 , Issue.3 , pp. 613-623
    • Trappey, A.1    Trappey, C.V.2    Ni, W.C.3
  • 21
    • 56049083538 scopus 로고    scopus 로고
    • An isolation enhanced PCA method with expertbased multivariate decoupling for sensor FDD in air-conditioning systems
    • Xiao F, Wang SW, Xu XH, Ge G (2009) An isolation enhanced PCA method with expertbased multivariate decoupling for sensor FDD in air-conditioning systems. Appl Therm Eng 29(4):712–722
    • (2009) Appl Therm Eng , vol.29 , Issue.4 , pp. 712-722
    • Xiao, F.1    Wang, S.W.2    Xu, X.H.3    Ge, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.