메뉴 건너뛰기




Volumn 51, Issue 5, 2010, Pages 1015-1024

Fault detection, diagnosis and data recovery for a real building heating/cooling billing system

Author keywords

Billing system; Data recovery; FDD; Heating cooling system; PCA; Sensor faults

Indexed keywords

BILLING SYSTEMS; DATA RECOVERY; FAULTY SENSOR; IN-BUILDINGS; LABORATORY BUILDINGS; MEASURED DATA; NORMAL OPERATING CONDITIONS; PCA MODEL; PREDICTION ERRORS; RECONSTRUCTION ALGORITHMS; SENSOR FAULT; SENSOR VALIDITY INDICES; SYSTEM VARIABLES; VALIDATION RESULTS;

EID: 76049102279     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2009.12.004     Document Type: Article
Times cited : (57)

References (26)
  • 1
    • 0034832642 scopus 로고    scopus 로고
    • Model-based fault detection and diagnosis for cooling towers
    • Ann B.C., Mitchell J.W., and Mclntosh I.B.D. Model-based fault detection and diagnosis for cooling towers. ASHRAE Trans 107 1 (2001) 839-846
    • (2001) ASHRAE Trans , vol.107 , Issue.1 , pp. 839-846
    • Ann, B.C.1    Mitchell, J.W.2    Mclntosh, I.B.D.3
  • 2
    • 76049120761 scopus 로고    scopus 로고
    • Computer-aided evaluation of HVAC system performance: The practical application of fault detection and diagnosis techniques in real buildings. Proposal for a new ANNEX (version 2)
    • Dexter AL. Computer-aided evaluation of HVAC system performance: the practical application of fault detection and diagnosis techniques in real buildings. Proposal for a new ANNEX (version 2). IEA, Energy conservation in buildings and community systems program; 1996.
    • (1996) IEA, Energy conservation in buildings and community systems program
    • Dexter, A.L.1
  • 3
    • 0029710779 scopus 로고    scopus 로고
    • Performance monitoring, fault detection, and diagnosis of reciprocating chillers
    • Stylianou M., and Nikanour D. Performance monitoring, fault detection, and diagnosis of reciprocating chillers. ASHRAE Trans 102 1 (1996) 615-627
    • (1996) ASHRAE Trans , vol.102 , Issue.1 , pp. 615-627
    • Stylianou, M.1    Nikanour, D.2
  • 6
    • 0030687760 scopus 로고    scopus 로고
    • Fault diagnosis and temperature sensor recovery for an air-handling unit
    • Lee W.Y., House J.M., and Shin D.R. Fault diagnosis and temperature sensor recovery for an air-handling unit. ASHRAE Trans 103 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
  • 10
    • 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. Int J HVAC&R Res 5 4 (1999) 353-380
    • (1999) Int J HVAC&R Res , vol.5 , Issue.4 , pp. 353-380
    • Wang, S.W.1    Wang, J.B.2
  • 11
    • 33645403631 scopus 로고    scopus 로고
    • Flow meter fault isolation in building central chilling systems using wavelet analysis
    • Chen Y.M., Hao X.L., Zhang G.Q., and Wang S.W. Flow meter fault isolation in building central chilling systems using wavelet analysis. Energy Convers Manage 47 13-14 (2006) 1700-1710
    • (2006) Energy Convers Manage , vol.47 , Issue.13-14 , pp. 1700-1710
    • Chen, Y.M.1    Hao, X.L.2    Zhang, G.Q.3    Wang, S.W.4
  • 12
    • 0344980778 scopus 로고    scopus 로고
    • Sensor validation and reconstruction for building central chilling systems based on principal component analysis
    • Wang S.W., and Chen Y.M. Sensor validation and reconstruction for building central chilling systems based on principal component analysis. Energy Convers Manage 45 5 (2004) 673-695
    • (2004) Energy Convers Manage , vol.45 , Issue.5 , pp. 673-695
    • Wang, S.W.1    Chen, Y.M.2
  • 13
    • 6344285825 scopus 로고    scopus 로고
    • Fault-tolerant control and data recovery in HVAC monitoring system
    • Hao X.L., Zhang G.Q., and Chen Y.M. Fault-tolerant control and data recovery in HVAC monitoring system. Energy Build 37 2 (2005) 175-180
    • (2005) Energy Build , vol.37 , Issue.2 , pp. 175-180
    • Hao, X.L.1    Zhang, G.Q.2    Chen, Y.M.3
  • 14
    • 33644648386 scopus 로고    scopus 로고
    • Sensor fault detection and diagnosis of air-handling units using condition-based adaptive statistical method
    • Wang S.W., and Xiao F. Sensor fault detection and diagnosis of air-handling units using condition-based adaptive statistical method. HVAC&R Res 12 1 (2006) 127-150
    • (2006) HVAC&R Res , vol.12 , Issue.1 , pp. 127-150
    • Wang, S.W.1    Xiao, F.2
  • 15
    • 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 Build 36 2 (2004) 147-160
    • (2004) Energy Build , vol.36 , Issue.2 , pp. 147-160
    • Wang, S.W.1    Xiao, F.2
  • 16
    • 67349194402 scopus 로고    scopus 로고
    • A fault detection technique for air-source heat pump water chiller/heaters
    • Chen Y.M., and Lan L.L. A fault detection technique for air-source heat pump water chiller/heaters. Energy Build 41 2009 (2009) 881-887
    • (2009) Energy Build , vol.41 , Issue.2009 , pp. 881-887
    • Chen, Y.M.1    Lan, L.L.2
  • 20
    • 17744381355 scopus 로고    scopus 로고
    • Sensor fault detection and validation of VAV terminals in air-conditioning systems
    • Wang S.W., and Qin J.Y. Sensor fault detection and validation of VAV terminals in air-conditioning systems. Energy Convers Manage 46 15-16 (2005) 2482-2500
    • (2005) Energy Convers Manage , vol.46 , Issue.15-16 , pp. 2482-2500
    • Wang, S.W.1    Qin, J.Y.2
  • 21
    • 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 Build 37 10 (2005) 1035-1048
    • (2005) Energy Build , vol.37 , Issue.10 , pp. 1035-1048
    • Qin, J.Y.1    Wang, S.W.2
  • 22
    • 0031139929 scopus 로고    scopus 로고
    • Self-validating inferential sensors with application to air emission monitoring
    • Qin S.J., Yue H.Y., and Dunia R. Self-validating inferential sensors with application to air emission monitoring. Ind Eng Chem Res 36 (1997) 1675-1685
    • (1997) Ind Eng Chem Res , vol.36 , pp. 1675-1685
    • Qin, S.J.1    Yue, H.Y.2    Dunia, R.3
  • 23
    • 0032049479 scopus 로고    scopus 로고
    • Joint diagnosis of process and sensor faults using principal component analysis
    • Dunia R., and Qin S.J. Joint diagnosis of process and sensor faults using principal component analysis. Control Eng Practice 6 (1998) 457-469
    • (1998) Control Eng Practice , vol.6 , pp. 457-469
    • Dunia, R.1    Qin, S.J.2
  • 24
    • 0033230994 scopus 로고    scopus 로고
    • Select of the number of principal components: the variance of the reconstruction error criterion with a comparison to other methods
    • Valle S., Li W., and Qin S.J. Select of the number of principal components: the variance of the reconstruction error criterion with a comparison to other methods. Ind Eng Chem Res 38 11 (1999) 4389-4401
    • (1999) Ind Eng Chem Res , vol.38 , Issue.11 , pp. 4389-4401
    • Valle, S.1    Li, W.2    Qin, S.J.3
  • 25
    • 0032144398 scopus 로고    scopus 로고
    • Subspace approach to multidimensional fault identification and reconstruction
    • Dunia R., and Qin S.J. Subspace approach to multidimensional fault identification and reconstruction. AIChE J 44 8 (1998) 1813-1831
    • (1998) AIChE J , vol.44 , Issue.8 , pp. 1813-1831
    • Dunia, R.1    Qin, S.J.2
  • 26
    • 0033903077 scopus 로고    scopus 로고
    • Determining the number of principal components for best reconstruction
    • Qin S.J. Determining the number of principal components for best reconstruction. J Process Control 10 2 (2000) 25-28
    • (2000) J Process Control , vol.10 , Issue.2 , pp. 25-28
    • Qin, S.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.