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Volumn 42, Issue 4, 2010, Pages 477-490

A system-level fault detection and diagnosis strategy for HVAC systems involving sensor faults

Author keywords

Fault detection; Fault diagnosis; HVAC system; Model based; Sensor fault

Indexed keywords

FAULT DETECTION AND DIAGNOSIS; FAULT DIAGNOSIS; HVAC SYSTEM; INTERACTION ANALYSIS; MODEL-BASED; PERFORMANCE INDICES; PERFORMANCE STATUS; REGRESSION MODEL; SENSOR BIAS; SENSOR FAULT; SENSOR FAULT DETECTION; SENSOR MEASUREMENTS; SYSTEM FAULTS; SYSTEM LEVELS;

EID: 77649238075     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2009.10.017     Document Type: Article
Times cited : (125)

References (33)
  • 1
    • 52649131079 scopus 로고    scopus 로고
    • E.M.S.D. The Energy Efficiency Office, Electrical & Mechanical Services Department, Hong Kong
    • E.M.S.D. Hong Kong Energy End-use Data (2007), The Energy Efficiency Office, Electrical & Mechanical Services Department, Hong Kong
    • (2007) Hong Kong Energy End-use Data
  • 2
    • 77649239329 scopus 로고    scopus 로고
    • M.C. Comstock, J.E. Braun. Development of analysis tools for the evaluation of fault detection and diagnostics in chillers, ASHRAE Research Project 1043-RP, Report # HL 99-20, Purdue University, Ray W. Herrick Laboratories, West Lafayette, IN, 1999.
    • M.C. Comstock, J.E. Braun. Development of analysis tools for the evaluation of fault detection and diagnostics in chillers, ASHRAE Research Project 1043-RP, Report # HL 99-20, Purdue University, Ray W. Herrick Laboratories, West Lafayette, IN, 1999.
  • 3
    • 77649232537 scopus 로고    scopus 로고
    • M.C. Comstock, J.E. Braun, Experimental data from fault detection and diagnostic studies on a centrifugal chiller, ASHRAE Research Project 1043-RP, Report # HL 99-18, Purdue University, Ray W. Herrick Laboratories, 1999.
    • M.C. Comstock, J.E. Braun, Experimental data from fault detection and diagnostic studies on a centrifugal chiller, ASHRAE Research Project 1043-RP, Report # HL 99-18, Purdue University, Ray W. Herrick Laboratories, 1999.
  • 4
    • 0034459304 scopus 로고    scopus 로고
    • Fault detection and diagnosis in chillers part I: model development and application
    • McIntosh I.B.D., Mitchell J.W., and Beckman A. Fault detection and diagnosis in chillers part I: model development and application. ASHRAE Transactions 106 2 (2000) 268-282
    • (2000) ASHRAE Transactions , vol.106 , Issue.2 , pp. 268-282
    • McIntosh, I.B.D.1    Mitchell, J.W.2    Beckman, A.3
  • 5
    • 0035394393 scopus 로고    scopus 로고
    • The sensitivity of chiller performance to common faults
    • Comstock M.C., Braun J.E., and Groll E.A. The sensitivity of chiller performance to common faults. HVAC&R 7 3 (2001) 263-279
    • (2001) HVAC&R , vol.7 , Issue.3 , pp. 263-279
    • Comstock, M.C.1    Braun, J.E.2    Groll, E.A.3
  • 6
    • 0041428081 scopus 로고    scopus 로고
    • Characteristic physical parameter approach to modeling chillers suitable for fault detection, diagnosis and evaluation
    • Jia Y., and Reddy T.A. Characteristic physical parameter approach to modeling chillers suitable for fault detection, diagnosis and evaluation. ASME Journal of Solar Energy Engineering 125 (2003) 258-265
    • (2003) ASME Journal of Solar Energy Engineering , vol.125 , pp. 258-265
    • Jia, Y.1    Reddy, T.A.2
  • 7
    • 33745450355 scopus 로고    scopus 로고
    • A robust fault detection and diagnosis strategy for centrifugal chillers
    • Wang S.W., and Cui J.T. A robust fault detection and diagnosis strategy for centrifugal chillers. HVAC&R Research 12 3 (2006) 407-428
    • (2006) HVAC&R Research , vol.12 , Issue.3 , pp. 407-428
    • Wang, S.W.1    Cui, J.T.2
  • 8
    • 35348845153 scopus 로고    scopus 로고
    • Application of a generic evaluation methodology to assess four different chiller FDD methods (RP-1275)
    • Reddy T.A. Application of a generic evaluation methodology to assess four different chiller FDD methods (RP-1275). HVAC&R Research 13 5 (2007) 711-729
    • (2007) HVAC&R Research , vol.13 , Issue.5 , pp. 711-729
    • Reddy, T.A.1
  • 9
    • 0034832642 scopus 로고    scopus 로고
    • Model-based fault detection and diagnosis for cooling towers
    • Ahn B.C., Mitchell J.W., and McIntosh I.B. Model-based fault detection and diagnosis for cooling towers. ASHRAE Transactions 107 1 (2001) 839-846
    • (2001) ASHRAE Transactions , vol.107 , Issue.1 , pp. 839-846
    • Ahn, B.C.1    Mitchell, J.W.2    McIntosh, I.B.3
  • 14
    • 18144449865 scopus 로고    scopus 로고
    • Comparison of three fault detection methods based on field data of an air-handling unit
    • Carling P. Comparison of three fault detection methods based on field data of an air-handling unit. ASHRAE Transactions 108 1 (2002) 904-921
    • (2002) ASHRAE Transactions , vol.108 , Issue.1 , pp. 904-921
    • Carling, P.1
  • 15
    • 23844433349 scopus 로고    scopus 로고
    • A fault detection and diagnosis strategy of VAV air-conditioning systems for improved energy and control performances
    • Qin J.Y., and Wang S.W. A fault detection and diagnosis strategy of VAV air-conditioning systems for improved energy and control performances. Energy and Buildings 37 10 (2005) 1035-1048
    • (2005) Energy and Buildings , vol.37 , Issue.10 , pp. 1035-1048
    • Qin, J.Y.1    Wang, S.W.2
  • 16
    • 0029721619 scopus 로고    scopus 로고
    • Application of black-box models to HVAC systems for fault detection
    • Peitsman H.C., and Bakker V. Application of black-box models to HVAC systems for fault detection. ASHRAE Transactions 102 1 (1996) 628-640
    • (1996) ASHRAE Transactions , vol.102 , Issue.1 , pp. 628-640
    • Peitsman, H.C.1    Bakker, V.2
  • 17
    • 70349563508 scopus 로고    scopus 로고
    • An overview of building diagnostics
    • (Organized by Pacific Energy Center), Pacific Energy Center, San Francisco, CA
    • House J.M., and Kelly G.E. An overview of building diagnostics. (Organized by Pacific Energy Center). Diagnostics for Commercial Buildings: Research to Practice (1999), Pacific Energy Center, San Francisco, CA
    • (1999) Diagnostics for Commercial Buildings: Research to Practice
    • House, J.M.1    Kelly, G.E.2
  • 18
    • 33644658820 scopus 로고    scopus 로고
    • A hierarchical rule-based fault detection and diagnostic method for HVAC systems
    • Schein J., and Bushby S.T. A hierarchical rule-based fault detection and diagnostic method for HVAC systems. HVAC&R Research 12 1 (2006) 111-126
    • (2006) HVAC&R Research , vol.12 , Issue.1 , pp. 111-126
    • Schein, J.1    Bushby, S.T.2
  • 19
    • 14544268558 scopus 로고    scopus 로고
    • Methods for fault detection, diagnostics and prognostics for building systems-a review, Part I
    • Katipamula S., and Brambley M.R. Methods for fault detection, diagnostics and prognostics for building systems-a review, Part I. HVAC&R Research 11 January (1) (2005) 3-25
    • (2005) HVAC&R Research , vol.11 , Issue.January 1 , pp. 3-25
    • Katipamula, S.1    Brambley, M.R.2
  • 20
    • 18944392642 scopus 로고    scopus 로고
    • Methods for fault detection, diagnostics and prognostics for building systems-a review, Part II
    • Katipamula S., and Brambley M.R. Methods for fault detection, diagnostics and prognostics for building systems-a review, Part II. HVAC&R Research 12 2 (2005) 169-187
    • (2005) HVAC&R Research , vol.12 , Issue.2 , pp. 169-187
    • Katipamula, S.1    Brambley, M.R.2
  • 21
    • 0033204398 scopus 로고    scopus 로고
    • Law-based sensor fault diagnosis and validation for building air-conditioning systems
    • Wang S.W., and Wang J.B. Law-based sensor fault diagnosis and validation for building air-conditioning systems. HVAC&R Research 5 4 (1999) 353-378
    • (1999) HVAC&R Research , vol.5 , Issue.4 , pp. 353-378
    • Wang, S.W.1    Wang, J.B.2
  • 22
    • 0242317861 scopus 로고    scopus 로고
    • Subsystem level fault diagnosis of a building's air-handling unit using general regression neural networks
    • Lee W.Y., House J.M., and Kyong N.H. Subsystem level fault diagnosis of a building's air-handling unit using general regression neural networks. Applied Energy 77 2 (2004) 153-170
    • (2004) Applied Energy , vol.77 , Issue.2 , pp. 153-170
    • Lee, W.Y.1    House, J.M.2    Kyong, N.H.3
  • 23
    • 0348230735 scopus 로고    scopus 로고
    • AHU sensor fault diagnosis using principal-component analysis method
    • Wang S.W., and Xiao F. AHU sensor fault diagnosis using principal-component analysis method. Energy and Buildings 36 2 (2004) 147-160
    • (2004) Energy and Buildings , vol.36 , Issue.2 , pp. 147-160
    • Wang, S.W.1    Xiao, F.2
  • 24
    • 22144480628 scopus 로고    scopus 로고
    • Sensor fault detection, diagnosis and estimation for centrifugal chiller systems using principal-component analysis method
    • Wang S.W., and Cui J.T. Sensor fault detection, diagnosis and estimation for centrifugal chiller systems using principal-component analysis method. Applied Energy 82 (2005) 197-213
    • (2005) Applied Energy , vol.82 , pp. 197-213
    • Wang, S.W.1    Cui, J.T.2
  • 25
    • 56049083538 scopus 로고    scopus 로고
    • An isolation enhanced PCA method with expert-based multivariate decoupling for sensor FDD in air-conditioning systems
    • Xiao F., Wang S.W., Xu X.H., and Ge G.M. An isolation enhanced PCA method with expert-based multivariate decoupling for sensor FDD in air-conditioning systems. Applied Thermal Engineering 29 4 (2008) 712-722
    • (2008) Applied Thermal Engineering , vol.29 , Issue.4 , pp. 712-722
    • Xiao, F.1    Wang, S.W.2    Xu, X.H.3    Ge, G.M.4
  • 26
    • 34248661542 scopus 로고    scopus 로고
    • Detection and diagnosis for multiple faults in VAV systems
    • Du Z., and Jin X. Detection and diagnosis for multiple faults in VAV systems. Energy and Buildings 39 8 (2007) 923-934
    • (2007) Energy and Buildings , vol.39 , Issue.8 , pp. 923-934
    • Du, Z.1    Jin, X.2
  • 27
    • 57749111764 scopus 로고    scopus 로고
    • Wavelet neural network-based fault diagnosis in air-handling units
    • Du Z., Jin X., and Yang Y. Wavelet neural network-based fault diagnosis in air-handling units. HVAC&R Research 14 6 (2008) 959-973
    • (2008) HVAC&R Research , vol.14 , Issue.6 , pp. 959-973
    • Du, Z.1    Jin, X.2    Yang, Y.3
  • 28
    • 23444458437 scopus 로고    scopus 로고
    • A model-based online fault detection and diagnosis strategy for centrifugal chiller systems
    • Cui J.T., and Wang S.W. A model-based online fault detection and diagnosis strategy for centrifugal chiller systems. International Journal of Thermal Science 44 (2005) 986-999
    • (2005) International Journal of Thermal Science , vol.44 , pp. 986-999
    • Cui, J.T.1    Wang, S.W.2
  • 30
    • 44249088788 scopus 로고    scopus 로고
    • A supervisory control strategy for building cooling water systems for practical and real time applications
    • Ma Z.J., Wang S.W., Xu X.H., and Xiao F. A supervisory control strategy for building cooling water systems for practical and real time applications. Energy Conversion and Management 49 8 (2008) 2324-2336
    • (2008) Energy Conversion and Management , vol.49 , Issue.8 , pp. 2324-2336
    • Ma, Z.J.1    Wang, S.W.2    Xu, X.H.3    Xiao, F.4
  • 31
    • 0042231743 scopus 로고    scopus 로고
    • Dynamic simulation of a building central chilling system and evaluation of EMCS on-line control strategies
    • Wang S.W. Dynamic simulation of a building central chilling system and evaluation of EMCS on-line control strategies. Building and Environment 33 1 (1998) 1-20
    • (1998) Building and Environment , vol.33 , Issue.1 , pp. 1-20
    • Wang, S.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.