메뉴 건너뛰기




Volumn 36, Issue 6, 2004, Pages 599-610

Valve fault detection and diagnosis based on CMAC neural networks

Author keywords

CMACA; Fault diagnosis; Monitoring; Performance degradation; Valve

Indexed keywords

ACTUATORS; COOLING; DEGRADATION; HEATING; MATHEMATICAL MODELS; SENSORS; VALVES (MECHANICAL); VECTORS;

EID: 2342540974     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2004.01.037     Document Type: Article
Times cited : (36)

References (21)
  • 2
    • 2342494233 scopus 로고
    • Total valve management - The key to better process plant operations
    • Renfrey D. Total valve management - the key to better process plant operations. Sensor Review. 15(4):1995;25-27.
    • (1995) Sensor Review , vol.15 , Issue.4 , pp. 25-27
    • Renfrey, D.1
  • 3
    • 0031108791 scopus 로고    scopus 로고
    • Neural networks applied for the identification and fault diagnosis of process valves and actuators
    • McGhee J., Henderson I.A., Baird A. Neural networks applied for the identification and fault diagnosis of process valves and actuators. Measurement. 20(4):1997;267-275.
    • (1997) Measurement , vol.20 , Issue.4 , pp. 267-275
    • McGhee, J.1    Henderson, I.A.2    Baird, A.3
  • 5
    • 0033204398 scopus 로고    scopus 로고
    • Law-based sensor fault diagnosis and validation for building air-conditioning systems
    • Wang S.W., Wang J.B. Law-based sensor fault diagnosis and validation for building air-conditioning systems. International Journal of HVAC&R Research. 5(4):1999;353-378.
    • (1999) International Journal of HVAC&R Research , vol.5 , Issue.4 , pp. 353-378
    • Wang, S.W.1    Wang, J.B.2
  • 6
    • 0030675391 scopus 로고    scopus 로고
    • Valve diagnosis and automatic tuning
    • Albuquerque, New Mexico, USA, June
    • A. Wallen, Valve diagnosis and automatic tuning, in: Proceedings of the American Control Conference, Albuquerque, New Mexico, USA, June 1997, pp. 2930-2934.
    • (1997) Proceedings of the American Control Conference , pp. 2930-2934
    • Wallen, A.1
  • 7
    • 0029698129 scopus 로고    scopus 로고
    • Generic approach to identifying faults in HVAC plants
    • Dexter A.L., Benouarets M. Generic approach to identifying faults in HVAC plants. ASHRAE Transactions: Symposia. 102(1):1996;550-556.
    • (1996) ASHRAE Transactions: Symposia , vol.102 , Issue.1 , pp. 550-556
    • Dexter, A.L.1    Benouarets, M.2
  • 8
    • 0034826027 scopus 로고    scopus 로고
    • Fault detection in HVAC systems using model-based feedforward control
    • Salsbury T.I., Diamond R.C. Fault detection in HVAC systems using model-based feedforward control. Energy and Buildings. 33(4):2001;403-415.
    • (2001) Energy and Buildings , vol.33 , Issue.4 , pp. 403-415
    • Salsbury, T.I.1    Diamond, R.C.2
  • 9
    • 0016556021 scopus 로고
    • A new approach to manipulator control: The cerebellar model articulation controller (CMAC)
    • Albus J.S. A new approach to manipulator control: the cerebellar model articulation controller (CMAC). ASME Journal of Dynamic Systems, Measurement, and Control. 97(3):1975;220-227.
    • (1975) ASME Journal of Dynamic Systems, Measurement, and Control , vol.97 , Issue.3 , pp. 220-227
    • Albus, J.S.1
  • 10
    • 0016555419 scopus 로고
    • Data storage in the cerebellar model articulation controller (CMAC)
    • Albus J.S. Data storage in the cerebellar model articulation controller (CMAC). ASME Journal of Dynamic Systems, Measurement, and Control. 97(3):1975;228-233.
    • (1975) ASME Journal of Dynamic Systems, Measurement, and Control , vol.97 , Issue.3 , pp. 228-233
    • Albus, J.S.1
  • 11
    • 0027886516 scopus 로고
    • Analysis of machine degradation using a neural network based pattern discrimination model
    • Lee J., Kramer B.M. Analysis of machine degradation using a neural network based pattern discrimination model. Journal of Manufacturing Systems. 12(5):1992;379-391.
    • (1992) Journal of Manufacturing Systems , vol.12 , Issue.5 , pp. 379-391
    • Lee, J.1    Kramer, B.M.2
  • 12
    • 0030261802 scopus 로고    scopus 로고
    • Measurement of machine performance degradation using a neural network model
    • Lee J. Measurement of machine performance degradation using a neural network model. Computers in Industry. 30(3):1996;193-209.
    • (1996) Computers in Industry , vol.30 , Issue.3 , pp. 193-209
    • Lee, J.1
  • 13
    • 0030127123 scopus 로고    scopus 로고
    • Performance analysis of rotating machinery using enhanced cerebellar model articulation controller (E-CMAC) neural networks
    • Lin C.C., Wang H.P. Performance analysis of rotating machinery using enhanced cerebellar model articulation controller (E-CMAC) neural networks. Computers in Industrial Engineering. 30(2):1996;227-242.
    • (1996) Computers in Industrial Engineering , vol.30 , Issue.2 , pp. 227-242
    • Lin, C.C.1    Wang, H.P.2
  • 14
  • 15
    • 2342604348 scopus 로고    scopus 로고
    • CIBSE Guide H
    • Butterworth-Heinemann, Oxford
    • CIBSE Guide H, Building Control Systems, Butterworth-Heinemann, Oxford, 2000.
    • (2000) Building Control Systems
  • 19
    • 2342552434 scopus 로고    scopus 로고
    • Performance degradation monitoring and diagnosis using recurrent CMAC neural network in HVAC systems
    • Submitted to
    • S.W. Wang, Z.M. Jiang, Performance Degradation Monitoring and Diagnosis Using Recurrent CMAC Neural Network in HVAC Systems, Submitted to Transactions of the Institute of Measurement and Control, 2002.
    • (2002) Transactions of the Institute of Measurement and Control
    • Wang, S.W.1    Jiang, Z.M.2
  • 21
    • 0032643161 scopus 로고    scopus 로고
    • Dynamic simulation of building VAV air-conditioning system and evaluation of EMCS on-line control strategies
    • Wang S.W. Dynamic simulation of building VAV air-conditioning system and evaluation of EMCS on-line control strategies. Building and Environment. 34(1):1999;681-705.
    • (1999) Building and Environment , vol.34 , Issue.1 , pp. 681-705
    • Wang, S.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.