메뉴 건너뛰기




Volumn 1, Issue , 2009, Pages 589-599

Automated fault detection and diagnosis for hvac&r systems: Functional description and lessons learnt

Author keywords

Building energy systems; Fault detection and diagnosis; HVAC R equipment and systems

Indexed keywords

AUTOMATED FAULT DETECTION; BUILDING ENERGY SYSTEMS; FAULT DETECTION AND DIAGNOSIS; FDD SYSTEMS; RESEARCH STUDIES;

EID: 70349898574     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (65)
  • 2
    • 0003575759 scopus 로고    scopus 로고
    • Fault Detection and Diagnosis for HVAC Systems
    • ASHRAE
    • ASHRAE, 1996. Fault Detection and Diagnosis for HVAC Systems, ASHRAE Technical Data Bulletin Vol. 12, no. 2.
    • (1996) ASHRAE Technical Data Bulletin , vol.12 , Issue.2
  • 7
    • 0031645215 scopus 로고    scopus 로고
    • Challenges in modeling vapor compression liquid chillers
    • Browne, M.W. and P.K. Bansal, 1998, Challenges in modeling vapor compression liquid chillers, ASHRAE Tran. 104(1):474-486.
    • (1998) ASHRAE Tran , vol.104 , Issue.1 , pp. 474-486
    • Browne, M.W.1    Bansal, P.K.2
  • 8
    • 0002590371 scopus 로고    scopus 로고
    • Automated fault detection and diagnostics for the HVAC & R industry
    • Braun, J.E. 1999. Automated fault detection and diagnostics for the HVAC & R industry. IJHVAC & R Research, 5(2):85-86.
    • (1999) IJHVAC & R Research , vol.5 , Issue.2 , pp. 85-86
    • Braun, J.E.1
  • 9
    • 0032114824 scopus 로고    scopus 로고
    • Common faults and their impacts for rooftop air conditioners
    • Breuker, M.S. and J.E. Braun. 1998a. Common faults and their impacts for rooftop air conditioners, IJHVAC & R Research 4(3).
    • (1998) IJHVAC & R Research , vol.4 , Issue.3
    • Breuker, M.S.1    Braun, J.E.2
  • 10
    • 0032183639 scopus 로고    scopus 로고
    • Evaluating the performance of a fault detection and diagnostic system for vapor compression equipment
    • Breuker, M.S. and J.E. Braun. 1998b. Evaluating the performance of a fault detection and diagnostic system for vapor compression equipment, IJHVAC & R Research 4 (4).
    • (1998) IJHVAC & R Research , vol.4 , Issue.4
    • Breuker, M.S.1    Braun, J.E.2
  • 11
    • 70349943992 scopus 로고    scopus 로고
    • Comparison of three fault detection and diagnosis methods based on field data of an air-handler
    • Carling, 2002. Comparison of three fault detection and diagnosis methods based on field data of an air-handler, ASHRAE Trans., 107 (1): 847-857.
    • (2002) ASHRAE Trans , vol.107 , Issue.1 , pp. 847-857
    • Carling1
  • 12
    • 0036275259 scopus 로고    scopus 로고
    • Castro, N.S., 2002. Performance evaluation of a reciprocating chiller using experimental data and model predictions for fault detection and diagnosis, ASHRAE Trans, 108(1), AC-02-14-1.
    • Castro, N.S., 2002. Performance evaluation of a reciprocating chiller using experimental data and model predictions for fault detection and diagnosis, ASHRAE Trans, 108(1), AC-02-14-1.
  • 14
    • 70349935001 scopus 로고    scopus 로고
    • CIGRE, 1992. TF 38-06-02 on Expert Systems Applied to Monitoring and Alarm Processing in Control Centers, T. Dillon (convener), A survey on expert systems for alarm handling, ELECTRA, December, pp. 142-156.
    • CIGRE, 1992. TF 38-06-02 on Expert Systems Applied to Monitoring and Alarm Processing in Control Centers, T. Dillon (convener), "A survey on expert systems for alarm handling," ELECTRA, December, pp. 142-156.
  • 15
    • 70349932786 scopus 로고    scopus 로고
    • CIGRE, 1995. TF 38-06-02 on Expert Systems Applied to Monitoring and Alarm Processing in Control Centers, T. Dillon (convener), Fault diagnosis in electric power systems through Al techniques, ELECTRA, No. 159, April, pp. 50-75.
    • CIGRE, 1995. TF 38-06-02 on Expert Systems Applied to Monitoring and Alarm Processing in Control Centers, T. Dillon (convener), "Fault diagnosis in electric power systems through Al techniques," ELECTRA, No. 159, April, pp. 50-75.
  • 16
    • 70349897825 scopus 로고    scopus 로고
    • Comstock, M. C., B. Chen, and J.E. Braun. 1999. Literature Review for Applications of Fault Detection and Diagnostic Methods to Vapor Compression Cooling Equipment. Ray W. Herrick Laboratories. Purdue University. HL 99-19: Report #4036-2, December.
    • Comstock, M. C., B. Chen, and J.E. Braun. 1999. Literature Review for Applications of Fault Detection and Diagnostic Methods to Vapor Compression Cooling Equipment. Ray W. Herrick Laboratories. Purdue University. HL 99-19: Report #4036-2, December.
  • 17
    • 70349931804 scopus 로고    scopus 로고
    • Comstock, M.C. and J.E. Braun, 1999. Development of Analysis Tools for the Evaluation of Fault Detection and Diagnostics in Chillers, ASHRAE Research Project 1043-RP; also, Ray W. Herrick Laboratories. Purdue University. HL 99-20: Report #4036-3, December.
    • Comstock, M.C. and J.E. Braun, 1999. Development of Analysis Tools for the Evaluation of Fault Detection and Diagnostics in Chillers, ASHRAE Research Project 1043-RP; also, Ray W. Herrick Laboratories. Purdue University. HL 99-20: Report #4036-3, December.
  • 18
    • 0037817549 scopus 로고    scopus 로고
    • Improving the process of certified and witnessed factory testing for chiller procurement
    • January
    • Corcoran, J.P. and Reddy, T.A., 2003. Improving the process of certified and witnessed factory testing for chiller procurement, ASHRAE Tran. 109(1), January.
    • (2003) ASHRAE Tran , vol.109 , Issue.1
    • Corcoran, J.P.1    Reddy, T.A.2
  • 20
    • 0025562196 scopus 로고
    • The impact of Al technology within the HVAC industry
    • December
    • Culp, C.H. et al., 1990. The impact of Al technology within the HVAC industry, ASHRAE Journal, vol. 32, no. 12, December.
    • (1990) ASHRAE Journal , vol.32 , Issue.12
    • Culp, C.H.1
  • 21
    • 0004289906 scopus 로고    scopus 로고
    • Davies, A, ed, Chapman and Hall, London
    • Davies, A. (ed.) 1998. Handbook of Condition Monitoring, Chapman and Hall, London.
    • (1998) Handbook of Condition Monitoring
  • 22
    • 0029698129 scopus 로고    scopus 로고
    • Generic approach to identifying faults in HVAC plants
    • Dexter, A.L. and M. Benouarets, 1997. Generic approach to identifying faults in HVAC plants, ASHRAE Trans., 102(1): 550-556.
    • (1997) ASHRAE Trans , vol.102 , Issue.1 , pp. 550-556
    • Dexter, A.L.1    Benouarets, M.2
  • 23
    • 0034818251 scopus 로고    scopus 로고
    • Fault diagnosis in air-conditioning systems: A multi-step fuzzy model-based approach
    • AT-01-14-3
    • Dexter, A.L. and D. Ngo, 2001. Fault diagnosis in air-conditioning systems: A multi-step fuzzy model-based approach, ASHRAE Trans., 107(1), AT-01-14-3.
    • (2001) ASHRAE Trans , vol.107 , Issue.1
    • Dexter, A.L.1    Ngo, D.2
  • 24
    • 70349935002 scopus 로고    scopus 로고
    • Demonstrating Automated Fault Detection and Diagnosis Methods in Real Buildings
    • Dexter, A. and J. Parkanen eds, Technical Research Center of Finland, Espoo, Finland
    • Dexter, A. and J. Parkanen (eds.) 2001. Demonstrating Automated Fault Detection and Diagnosis Methods in Real Buildings, International Energy Agency Annex 34 Final Report, Technical Research Center of Finland, Espoo, Finland.
    • (2001) International Energy Agency Annex 34 Final Report
  • 25
    • 0031623526 scopus 로고    scopus 로고
    • Small-scale on-line diagnostics for an HVAC system
    • Dodier, R.H., P.S. Curtiss and J.F. Kreider, 1998. Small-scale on-line diagnostics for an HVAC system, ASHRAE Trans., 104(1):530-539.
    • (1998) ASHRAE Trans , vol.104 , Issue.1 , pp. 530-539
    • Dodier, R.H.1    Curtiss, P.S.2    Kreider, J.F.3
  • 26
    • 17944404170 scopus 로고    scopus 로고
    • Detecting whole building energy problems
    • Dodier, R.H. and J.F. Kreider, 1999. Detecting whole building energy problems. ASHRAE Trans., 105(1).
    • (1999) ASHRAE Trans , vol.105 , Issue.1
    • Dodier, R.H.1    Kreider, J.F.2
  • 27
    • 0029341675 scopus 로고
    • Monitoring and fault detection for an HVAC control system
    • Fasolo, P.S. and D. E. Seborg, 1995. Monitoring and fault detection for an HVAC control system, IJHVAC & R Research, 99(1): 3-13.
    • (1995) IJHVAC & R Research , vol.99 , Issue.1 , pp. 3-13
    • Fasolo, P.S.1    Seborg, D.E.2
  • 28
    • 70349900874 scopus 로고    scopus 로고
    • Measurement Accuracy of Chilled Water Plant Control Sensors for Improved Building Energy Efficiency-Part 1, Technical and Ecological Services
    • no. 920.2-00.2, October
    • Fromberg, R. and d'Albora, M., 2001a. Measurement Accuracy of Chilled Water Plant Control Sensors for Improved Building Energy Efficiency-Part 1, Technical and Ecological Services, Pacific Gas and Electric report no. 920.2-00.2, October.
    • (2001) Pacific Gas and Electric report
    • Fromberg, R.1    d'Albora, M.2
  • 29
    • 70349900873 scopus 로고    scopus 로고
    • Measurement Accuracy and Storage Frequency of Chilled Water Plant Sensors used for Building Control, Commissioning and Diagnostics-Part 2, Technical and Ecological Services
    • no. 920.2-00.3, October
    • Fromberg, R. and d'Albora, M., 2001b. Measurement Accuracy and Storage Frequency of Chilled Water Plant Sensors used for Building Control, Commissioning and Diagnostics-Part 2, Technical and Ecological Services, Pacific Gas and Electric report no. 920.2-00.3, October.
    • (2001) Pacific Gas and Electric report
    • Fromberg, R.1    d'Albora, M.2
  • 30
    • 0024122587 scopus 로고    scopus 로고
    • Survey of model-based failure detection and isolation in complex plants
    • Gertler, J. 1998a. Survey of model-based failure detection and isolation in complex plants, IEEE Control Systems Magazine, 8(6):3-11.
    • (1998) IEEE Control Systems Magazine , vol.8 , Issue.6 , pp. 3-11
    • Gertler, J.1
  • 33
    • 0029210386 scopus 로고
    • On-line Failure Diagnosis for Compression Refrigeration Plants
    • Grimmelius, H.T. J.K. Woud, and G. Been. 1995. On-line Failure Diagnosis for Compression Refrigeration Plants, International Journal of Refrigeration, 18(1): pp. 31-41.
    • (1995) International Journal of Refrigeration , vol.18 , Issue.1 , pp. 31-41
    • Grimmelius, H.T.J.K.W.1    Been, G.2
  • 34
    • 0029716397 scopus 로고    scopus 로고
    • Condition monitoring in HVAC subsystems using first principles models
    • AT-96-3-1
    • Haves, P., T.I. Salsbury and J.A. Wright, 1996. Condition monitoring in HVAC subsystems using first principles models, ASHRAE Tran., 102(1), AT-96-3-1.
    • (1996) ASHRAE Tran , vol.102 , Issue.1
    • Haves, P.1    Salsbury, T.I.2    Wright, J.A.3
  • 36
    • 0032677549 scopus 로고    scopus 로고
    • Classification Techniques for Fault Detection and Diagnosis of an Air-Handling Unit
    • House, J.M., W.Y. Lee and D.R. Shin, 1999. Classification Techniques for Fault Detection and Diagnosis of an Air-Handling Unit, ASHRAE Trans., 105(1).
    • (1999) ASHRAE Trans , vol.105 , Issue.1
    • House, J.M.1    Lee, W.Y.2    Shin, D.R.3
  • 37
    • 70349918304 scopus 로고
    • Hyvarinen, J. and S. Karki eds, published by Technical Research Center of Finland, Laboratory of Heating and Ventilation, Espoo, Finland, October
    • Hyvarinen, J. and S. Karki (eds.), 1993. International Energy Agency (IEA Annex 25): Building Optimization and Fault Diagnosis System Concept, published by Technical Research Center of Finland, Laboratory of Heating and Ventilation, Espoo, Finland, October.
    • (1993) International Energy Agency (IEA Annex 25): Building Optimization and Fault Diagnosis System Concept
  • 38
    • 70349898761 scopus 로고    scopus 로고
    • International Energy Agency (IEA Annex 25): Building Optimization and Fault Diagnosis Source Book, published by Tech
    • Hyvarinen, J. and S. Karki eds, Espoo, Finland, August
    • Hyvarinen, J. and S. Karki (eds.), 1996. International Energy Agency (IEA Annex 25): Building Optimization and Fault Diagnosis Source Book, published by Tech. Research Center of Finland, Lab of Heating & Ventilation, Espoo, Finland, August.
    • (1996) Research Center of Finland, Lab of Heating & Ventilation
  • 39
    • 0021468997 scopus 로고
    • Process fault detection based on modeling and estimation methods-A survey
    • Isserman, R. 1984. Process fault detection based on modeling and estimation methods-A survey, Automatica, 20(4):387-404.
    • (1984) Automatica , vol.20 , Issue.4 , pp. 387-404
    • Isserman, R.1
  • 40
    • 0031148456 scopus 로고    scopus 로고
    • Trends in the application of model-based fault detection and diagnosis of technical processes
    • Isserman, R. and P. Balle, 1997. Trends in the application of model-based fault detection and diagnosis of technical processes, Control. Eng. Practice, 5(5): 709-719.
    • (1997) Control. Eng. Practice , vol.5 , Issue.5 , pp. 709-719
    • Isserman, R.1    Balle, P.2
  • 41
    • 0041428081 scopus 로고    scopus 로고
    • Characteristic physical parameter approach to modeling chillers suitable for fault detection, diagnosis and evaluation
    • August
    • Jia, Y., and T.A. Reddy, 2003. Characteristic physical parameter approach to modeling chillers suitable for fault detection, diagnosis and evaluation, ASME Journal of Solar Energy Eng., 125: 258-265, August.
    • (2003) ASME Journal of Solar Energy Eng , vol.125 , pp. 258-265
    • Jia, Y.1    Reddy, T.A.2
  • 42
    • 0025547071 scopus 로고
    • Embedded Expert System development for Monitoring Packaged HVAC Equipment
    • Kaler, G.M., 1990. Embedded Expert System development for Monitoring Packaged HVAC Equipment, ASHRAE Trans., vol. 96, part 2, p. 173
    • (1990) ASHRAE Trans , vol.96 , Issue.PART 2 , pp. 173
    • Kaler, G.M.1
  • 43
    • 0043255472 scopus 로고    scopus 로고
    • Building Systems Diagnostics and Predictive Maintenance
    • chapter 7.2, Ed: J. Kreider, CRC Press
    • Katipamula, S., R.G. Pratt and J.E. Braun, 2001. Building Systems Diagnostics and Predictive Maintenance, chapter 7.2 in CRC Handbook for HVAC & R Engineers, (Ed: J. Kreider), CRC Press.
    • (2001) CRC Handbook for HVAC & R Engineers
    • Katipamula, S.1    Pratt, R.G.2    Braun, J.E.3
  • 44
    • 14544268558 scopus 로고    scopus 로고
    • Methods for fault detection, diagnostics and prognostics for building systems-A review, Part I
    • January
    • Katipamula, S. and M.R. Brambley, 2005a. Methods for fault detection, diagnostics and prognostics for building systems-A review, Part I, IJHVAC & R Research, vol. 11 (1):3-25, January.
    • (2005) IJHVAC & R Research , vol.11 , Issue.1 , pp. 3-25
    • Katipamula, S.1    Brambley, M.R.2
  • 45
    • 18944392642 scopus 로고    scopus 로고
    • Methods for fault detection, diagnostics and prognostics for building systems-A review, Part II
    • April
    • Katipamula, S. and M.R. Brambley, 2005b. Methods for fault detection, diagnostics and prognostics for building systems-A review, Part II, IJHVAC & R Research, vol. 12 (2): 169-187, April.
    • (2005) IJHVAC & R Research , vol.12 , Issue.2 , pp. 169-187
    • Katipamula, S.1    Brambley, M.R.2
  • 46
    • 14544272425 scopus 로고
    • An Expert System to Aid Troubleshooting of Operational Problems in Solar Domestic Hot Water Systems
    • Klima, J., 1990. An Expert System to Aid Troubleshooting of Operational Problems in Solar Domestic Hot Water Systems, ASHRAE Trans., 96(1): 163
    • (1990) ASHRAE Trans , vol.96 , Issue.1 , pp. 163
    • Klima, J.1
  • 48
    • 0034459304 scopus 로고    scopus 로고
    • Fault detection and diagnosis in chillers-Part 1: Model development and application
    • Mclntosh, I.B.D., J.W. Mitchell and W.A. Beckman, 2000. Fault detection and diagnosis in chillers-Part 1: Model development and application, ASHRAE Trans., 106(2).
    • (2000) ASHRAE Trans , vol.106 , Issue.2
    • Mclntosh, I.B.D.1    Mitchell, J.W.2    Beckman, W.A.3
  • 49
    • 0025867891 scopus 로고
    • Optimal control and fault detection in heating, ventilating and air-conditioning systems
    • Pape, F.L.P., J.W. Mitchell and W.A. Beckman, 1991. Optimal control and fault detection in heating, ventilating and air-conditioning systems, ASHRAE Tran., 97(1).
    • (1991) ASHRAE Tran , vol.97 , Issue.1
    • Pape, F.L.P.1    Mitchell, J.W.2    Beckman, W.A.3
  • 50
    • 0030128192 scopus 로고    scopus 로고
    • Intelligent decision support syste for diagnosis and maintenance of automated systems
    • Patel, S.A. and A.K. Kamrani, 1996. Intelligent decision support syste for diagnosis and maintenance of automated systems, Computers and Industrial Eng., 30(2):297-319.
    • (1996) Computers and Industrial Eng , vol.30 , Issue.2 , pp. 297-319
    • Patel, S.A.1    Kamrani, A.K.2
  • 52
    • 70349900857 scopus 로고    scopus 로고
    • Reddy, T.A., Niebur, D., Gordon, J., Seem, J., Cabrera, G., Jia, Y., Andersen, K., and Pericolo P., 2001. Development and Comparison of On-line Model Training Techniques for Model-Based FDD Methods Applied to Vapor Compression Chillers-Evaluation of Mathematical Models and Training Techniques, Final Project Report of the ASHRAE Research Project 1139, about 350 pages, September.
    • Reddy, T.A., Niebur, D., Gordon, J., Seem, J., Cabrera, G., Jia, Y., Andersen, K., and Pericolo P., 2001. Development and Comparison of On-line Model Training Techniques for Model-Based FDD Methods Applied to Vapor Compression Chillers-Evaluation of Mathematical Models and Training Techniques, Final Project Report of the ASHRAE Research Project 1139, about 350 pages, September.
  • 53
    • 35348845153 scopus 로고    scopus 로고
    • Application of a Generic Methodology for Assessing Four Chiller FDD Methods (RP1275)
    • September
    • Reddy, T.A., 2007. Application of a Generic Methodology for Assessing Four Chiller FDD Methods (RP1275), IJHVAC & R Research Journal, 13(5), p. 711, September
    • (2007) IJHVAC & R Research Journal , vol.13 , Issue.5 , pp. 711
    • Reddy, T.A.1
  • 54
    • 0036457682 scopus 로고    scopus 로고
    • The use of time series analysis in fault detection and diagnosis methodologies
    • July
    • Riemer, PL., J.W. Mitchell and W.A. Beckman, 2002. The use of time series analysis in fault detection and diagnosis methodologies", ASHRAE Tran. 108(2) July.
    • (2002) ASHRAE Tran , vol.108 , Issue.2
    • Riemer, P.L.1    Mitchell, J.W.2    Beckman, W.A.3
  • 55
    • 0030736095 scopus 로고    scopus 로고
    • A Statistical, rule-based fault detection and diagnostic method for vapor compression air conditioners
    • Rossi, T.M. & J.E. Braun. 1997. A Statistical, rule-based fault detection and diagnostic method for vapor compression air conditioners, IJHVAC & R Research 3(1): 19-37.
    • (1997) IJHVAC & R Research , vol.3 , Issue.1 , pp. 19-37
    • Rossi, T.M.1    Braun, J.E.2
  • 56
    • 70349910064 scopus 로고    scopus 로고
    • The Use of Physical Models for FDD, IEA Building Optimization and Fault Diagnosis Source Book
    • J. Hyvarinen and S. Karki-editors, August
    • Salsbury, T.I. and P. Haves, 1996. The Use of Physical Models for FDD, IEA Building Optimization and Fault Diagnosis Source Book, (J. Hyvarinen and S. Karki-editors), IEA Annex 25, August.
    • (1996) IEA Annex , vol.25
    • Salsbury, T.I.1    Haves, P.2
  • 57
    • 0041752356 scopus 로고    scopus 로고
    • Application of control charts for detecting faults in variable-air-volume boxes
    • July
    • Schein, J. and J.M. House, 2003. Application of control charts for detecting faults in variable-air-volume boxes, ASHRAE Tran. 109(2), July.
    • (2003) ASHRAE Tran , vol.109 , Issue.2
    • Schein, J.1    House, J.M.2
  • 58
    • 0029710779 scopus 로고    scopus 로고
    • Performance monitoring, fault detection, and diagnosis of reciprocating chillers
    • Stylianou, M. and D. Nikanpour, 1996. Performance monitoring, fault detection, and diagnosis of reciprocating chillers, ASHRAE Tran, 102(1):615-627.
    • (1996) ASHRAE Tran , vol.102 , Issue.1 , pp. 615-627
    • Stylianou, M.1    Nikanpour, D.2
  • 59
    • 0030645440 scopus 로고    scopus 로고
    • Application of classification functions to chiller fault detection and diagnosis
    • Stylianou, M.P. 1997. Application of classification functions to chiller fault detection and diagnosis, ASHRAE Tran., 103(1):641-648.
    • (1997) ASHRAE Tran , vol.103 , Issue.1 , pp. 641-648
    • Stylianou, M.P.1
  • 61
    • 0037443771 scopus 로고    scopus 로고
    • A review of process fault detection and diagnosis, Part II: Quantitative models and search strategies
    • Venkatasubramanian, V., R. Rengaswamy, K. Yin and S.N. Kavuri, 2003b. A review of process fault detection and diagnosis, Part II: Quantitative models and search strategies, Computers in Chemical Engineering, 27:313-326.
    • (2003) Computers in Chemical Engineering , vol.27 , pp. 313-326
    • Venkatasubramanian, V.1    Rengaswamy, R.2    Yin, K.3    Kavuri, S.N.4
  • 63
    • 0032669451 scopus 로고    scopus 로고
    • A fault detection tool for school buildings
    • Visier, J.C., H. Vaezi-Nejad and P. Corrales, 1999. A fault detection tool for school buildings, ASHRAE Trans., vol. 105, part 1.
    • (1999) ASHRAE Trans , vol.105 , Issue.PART 1
    • Visier, J.C.1    Vaezi-Nejad, H.2    Corrales, P.3
  • 65
    • 33745450355 scopus 로고    scopus 로고
    • A robust fault detection and diagnosis strategy for centrifugal chillers
    • Wang, S. and J. Cui, 2006. A robust fault detection and diagnosis strategy for centrifugal chillers, HVAC & R Research, 12(3), pp. 407-428.
    • (2006) HVAC & R Research , vol.12 , Issue.3 , pp. 407-428
    • Wang, S.1    Cui, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.