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Volumn 46, Issue 15-16, 2005, Pages 2482-2500

Sensor fault detection and validation of VAV terminals in air conditioning systems

Author keywords

Fault detection; Fault diagnosis; Flow senor; Principal component analysis; Sensor bias; Sensor fault; VAV terminal

Indexed keywords

AIR; ERROR ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; ROBUSTNESS (CONTROL SYSTEMS); SENSITIVITY ANALYSIS; SENSORS;

EID: 17744381355     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2004.11.011     Document Type: Article
Times cited : (68)

References (31)
  • 1
    • 0031348361 scopus 로고    scopus 로고
    • VAV systems work despite some design and application problems
    • R. Linder, and C.B. Dorgan VAV systems work despite some design and application problems ASHRAE Trans 103 Part 2 1997 807 813
    • (1997) ASHRAE Trans , vol.103 , Issue.2 , pp. 807-813
    • Linder, R.1    Dorgan, C.B.2
  • 2
    • 0030687760 scopus 로고    scopus 로고
    • Fault diagnosis and temperature sensor recovery for an air-handling unit
    • W.Y. Lee, J.M. House, and D.R. Shin Fault diagnosis and temperature sensor recovery for an air-handling unit ASHRAE Trans 103 Part 1 1997 621 633
    • (1997) ASHRAE Trans , vol.103 , Issue.1 , pp. 621-633
    • Lee, W.Y.1    House, J.M.2    Shin, D.R.3
  • 3
    • 0029698129 scopus 로고    scopus 로고
    • A generic approach to identifying faults in HVAC plants
    • A.L. Dexter, and M. Benouatets A generic approach to identifying faults in HVAC plants ASHRAE Trans 102 Part 1 1996 550 556
    • (1996) ASHRAE Trans , vol.102 , Issue.1 , pp. 550-556
    • Dexter, A.L.1    Benouatets, M.2
  • 4
    • 0032677550 scopus 로고    scopus 로고
    • A robust model-based approach to diagnosing faults in air-handling units
    • D. Ngo, and A.L. Dexter A robust model-based approach to diagnosing faults in air-handling units ASHRAE Trans 105 Part 1 1999 1078 1086
    • (1999) ASHRAE Trans , vol.105 , Issue.1 , pp. 1078-1086
    • Ngo, D.1    Dexter, A.L.2
  • 5
    • 0035078592 scopus 로고    scopus 로고
    • Fault diagnosis in air-conditioning systems: A multi-step fuzzy model-based approach
    • A.L. Dexter, and D. Ngo Fault diagnosis in air-conditioning systems: a multi-step fuzzy model-based approach HVAC&R Res 7 1 2001 83 102
    • (2001) HVAC&R Res , vol.7 , Issue.1 , pp. 83-102
    • Dexter, A.L.1    Ngo, D.2
  • 6
    • 0034824615 scopus 로고    scopus 로고
    • Fault-tolerant supervisory control of VAV air-conditioning systems
    • X.F. Liu, and A. Dexter Fault-tolerant supervisory control of VAV air-conditioning systems Energy Build 33 4 2001 379 389
    • (2001) Energy Build , vol.33 , Issue.4 , pp. 379-389
    • Liu, X.F.1    Dexter, A.2
  • 7
    • 11744364387 scopus 로고    scopus 로고
    • Diagnosis for outdoor air ventilation and economizers
    • M. Brambley Diagnosis for outdoor air ventilation and economizers ASHRAE J October 1998 49 55
    • (1998) ASHRAE J , pp. 49-55
    • Brambley, M.1
  • 8
    • 0032671092 scopus 로고    scopus 로고
    • Automated fault detection and diagnosis for outdoor-air ventilation system and economizers: Methodology and results from field testing
    • M.R. Brambley Automated fault detection and diagnosis for outdoor-air ventilation system and economizers: methodology and results from field testing ASHRAE Trans 105 Part 1 1999 555 567
    • (1999) ASHRAE Trans , vol.105 , Issue.1 , pp. 555-567
    • Brambley, M.R.1
  • 9
    • 0031623526 scopus 로고    scopus 로고
    • Small-scale on-line diagnosis for an HVAC system
    • R.H. Dodier, P.S. Curtiss, and J.F. Kreider Small-scale on-line diagnosis for an HVAC system ASHRAE Trans 104 Part 1 1998 530 539
    • (1998) ASHRAE Trans , vol.104 , Issue.1 , pp. 530-539
    • Dodier, R.H.1    Curtiss, P.S.2    Kreider, J.F.3
  • 10
    • 0029698314 scopus 로고    scopus 로고
    • Typical faults of air-conditioning systems and fault detection by ARX model and extended kalman filter
    • H. Yoshida Typical faults of air-conditioning systems and fault detection by ARX model and extended kalman filter ASHRAE Trans 102 Part 1 1996 557 564
    • (1996) ASHRAE Trans , vol.102 , Issue.1 , pp. 557-564
    • Yoshida, H.1
  • 11
    • 0032686801 scopus 로고    scopus 로고
    • ARX and AFMM model based online real time data base diagnosis of sudden fault in AHU of VAV system
    • H. Yoshida, and S. Kumar ARX and AFMM model based online real time data base diagnosis of sudden fault in AHU of VAV system Energy Convers Manage 40 1999 1191 1206
    • (1999) Energy Convers Manage , vol.40 , pp. 1191-1206
    • Yoshida, H.1    Kumar, S.2
  • 12
    • 0034824778 scopus 로고    scopus 로고
    • Online fault detection and diagnosis in VAV air handling unit by RARX modeling
    • H. Yoshida Online fault detection and diagnosis in VAV air handling unit by RARX modeling Energy Build 33 4 2001 391 401
    • (2001) Energy Build , vol.33 , Issue.4 , pp. 391-401
    • Yoshida, H.1
  • 13
    • 0036639541 scopus 로고    scopus 로고
    • Fault-tolerant control for outdoor ventilation air flow rate in buildings based on neural network
    • S.W. Wang, and Y.M. Chen Fault-tolerant control for outdoor ventilation air flow rate in buildings based on neural network Build Environ 37 2001 691 704
    • (2001) Build Environ , vol.37 , pp. 691-704
    • Wang, S.W.1    Chen, Y.M.2
  • 14
    • 0036028125 scopus 로고    scopus 로고
    • Automatic sensor evaluation in BMS commissioning of building refrigeration systems
    • S.W. Wang, and J.B. Wang Automatic sensor evaluation in BMS commissioning of building refrigeration systems Automat Construct VII 1 2002 59 73
    • (2002) Automat Construct , vol.7 , Issue.1 , pp. 59-73
    • Wang, S.W.1    Wang, J.B.2
  • 15
    • 0033204398 scopus 로고    scopus 로고
    • Law-based sensor fault diagnosis and validation for building air-conditioning systems
    • S.W. Wang, and J.B. Wang Law-based sensor fault diagnosis and validation for building air-conditioning systems HVAC&R Res 5 4 1999 353 380
    • (1999) HVAC&R Res , vol.5 , Issue.4 , pp. 353-380
    • Wang, S.W.1    Wang, J.B.2
  • 16
    • 0036543581 scopus 로고    scopus 로고
    • An integrated robust strategy for diagnosing sensor faults in building chilling systems
    • J.B. Wang, S.W. Wang, and J. Burnett An integrated robust strategy for diagnosing sensor faults in building chilling systems HVAC&R Res 8 2 2002 159 178
    • (2002) HVAC&R Res , vol.8 , Issue.2 , pp. 159-178
    • Wang, J.B.1    Wang, S.W.2    Burnett, J.3
  • 19
    • 2942670365 scopus 로고    scopus 로고
    • Detection and diagnosis of AHU sensor faults using principal component analysis method
    • S.W. Wang, and F. Xiao Detection and diagnosis of AHU sensor faults using principal component analysis method Energy Convers Manage 45 17 2004 2667 2686
    • (2004) Energy Convers Manage , vol.45 , Issue.17 , pp. 2667-2686
    • Wang, S.W.1    Xiao, F.2
  • 20
    • 0348230735 scopus 로고    scopus 로고
    • AHU sensor fault diagnosis using principal component analysis method
    • S.W. Wang, and F. Xiao AHU sensor fault diagnosis using principal component analysis method Energy Build 36 2004 147 160
    • (2004) Energy Build , vol.36 , pp. 147-160
    • Wang, S.W.1    Xiao, F.2
  • 22
    • 0033903077 scopus 로고    scopus 로고
    • Determining the number of principal components for best reconstruction
    • S.J. Qin, and R. Dunia Determining the number of principal components for best reconstruction J Process Contr 10 2000 245 250
    • (2000) J Process Contr , vol.10 , pp. 245-250
    • Qin, S.J.1    Dunia, R.2
  • 24
    • 0028712079 scopus 로고
    • CAT (computer-aided tuning) software for PID controllers
    • K. Kamimura CAT (computer-aided tuning) software for PID controllers ASHRAE Trans 100 Part 1 1994 180 190
    • (1994) ASHRAE Trans , vol.100 , Issue.1 , pp. 180-190
    • Kamimura, K.1
  • 25
    • 0035852402 scopus 로고    scopus 로고
    • A strategy for detection and isolation of sensor failures and process upsets
    • F. Doymaz A strategy for detection and isolation of sensor failures and process upsets Chemomet Intell Lab Syst 55 2001 109 123
    • (2001) Chemomet Intell Lab Syst , vol.55 , pp. 109-123
    • Doymaz, F.1
  • 26
    • 0030269512 scopus 로고    scopus 로고
    • Identification of faulty sensors using principal component analysis
    • R. Dunia Identification of faulty sensors using principal component analysis AIChE J 42 10 1996 2797 2812
    • (1996) AIChE J , vol.42 , Issue.10 , pp. 2797-2812
    • Dunia, R.1
  • 27
    • 0028424619 scopus 로고
    • Process monitoring and diagnosis by multiblock PLS method
    • J. MacGregor Process monitoring and diagnosis by multiblock PLS method AIChE J 40 5 1994 826 838
    • (1994) AIChE J , vol.40 , Issue.5 , pp. 826-838
    • MacGregor, J.1
  • 28
    • 0029342346 scopus 로고
    • Detection of gross errors in data reconciliation by principal component analysis
    • H.W. Tong, and C.M. Crowe Detection of gross errors in data reconciliation by principal component analysis AIChE J 41 7 1995 1712 1722
    • (1995) AIChE J , vol.41 , Issue.7 , pp. 1712-1722
    • Tong, H.W.1    Crowe, C.M.2
  • 29
    • 0033904448 scopus 로고    scopus 로고
    • Intelligent process monitoring by interfacing knowledge-based systems and multivariate statistical monitoring
    • A. Norvilas Intelligent process monitoring by interfacing knowledge-based systems and multivariate statistical monitoring J Process Contr 10 2000 341 350
    • (2000) J Process Contr , vol.10 , pp. 341-350
    • Norvilas, A.1
  • 30
    • 0032643161 scopus 로고    scopus 로고
    • Dynamic simulation of building VAV air-conditioning system and evaluation of EMCS on-line control strategies
    • S.W. Wang Dynamic simulation of building VAV air-conditioning system and evaluation of EMCS on-line control strategies Build Environ 34 1999 681 705
    • (1999) Build Environ , vol.34 , pp. 681-705
    • Wang, S.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.