메뉴 건너뛰기




Volumn 48, Issue 8, 2007, Pages 2276-2285

Multiple ARMAX modeling scheme for forecasting air conditioning system performance

Author keywords

Air conditioning; ARMAX model; Black box model; Performance prediction; System identification

Indexed keywords

IDENTIFICATION (CONTROL SYSTEMS); LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS;

EID: 34250884664     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2007.03.018     Document Type: Article
Times cited : (47)

References (30)
  • 4
    • 0037443770 scopus 로고    scopus 로고
    • A review of process fault detection and diagnosis. Part I: quantitative model-based methods
    • Venkatasubramanian V., Rengaswamy R., et al. A review of process fault detection and diagnosis. Part I: quantitative model-based methods. Comput Chem Eng 27 (2003) 293-311
    • (2003) Comput Chem Eng , vol.27 , pp. 293-311
    • Venkatasubramanian, V.1    Rengaswamy, R.2
  • 5
    • 0037443771 scopus 로고    scopus 로고
    • A review of process fault detection and diagnosis. Part II: qualitative models and search strategies
    • Venkatasubramanian V., Rengaswamy R., et al. A review of process fault detection and diagnosis. Part II: qualitative models and search strategies. Comput Chem Eng 27 (2003) 313-326
    • (2003) Comput Chem Eng , vol.27 , pp. 313-326
    • Venkatasubramanian, V.1    Rengaswamy, R.2
  • 6
    • 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 Res 11 1 (2005) 3-25
    • (2005) HVAC&R Res , vol.11 , Issue.1 , pp. 3-25
    • Katipamula, S.1    Brambley, M.R.2
  • 8
    • 0032675088 scopus 로고    scopus 로고
    • Applications of artificial neural networks in energy systems - a review
    • Kalogirou S.A. Applications of artificial neural networks in energy systems - a review. Energy Convers Manage 40 (1999) 1073-1087
    • (1999) Energy Convers Manage , vol.40 , pp. 1073-1087
    • Kalogirou, S.A.1
  • 9
    • 0031186406 scopus 로고    scopus 로고
    • System identification of mechanical structures by a high-order multivariate autoregressive model
    • He X., and Roeck G.D. System identification of mechanical structures by a high-order multivariate autoregressive model. Comput Struct 64 (1997) 341-351
    • (1997) Comput Struct , vol.64 , pp. 341-351
    • He, X.1    Roeck, G.D.2
  • 10
    • 0031705032 scopus 로고    scopus 로고
    • Florakis A, Fassosis SD, et al. Critical assessment of MIMO structural identification methods: ARX and ARMAX schemes. In: Proceedings of the 1998 international modal analysis conference; 1998. p. 137-43.
  • 11
    • 0035392398 scopus 로고    scopus 로고
    • MIMO LMS - ARMAX identification of vibrating structures. Part I: the method
    • Fassois S.D. MIMO LMS - ARMAX identification of vibrating structures. Part I: the method. Mech Syst Signal Process 15 4 (2001) 723-735
    • (2001) Mech Syst Signal Process , vol.15 , Issue.4 , pp. 723-735
    • Fassois, S.D.1
  • 12
    • 0035391976 scopus 로고    scopus 로고
    • MIMO LMS - ARMAX identification of vibrating structures. Part II: a critical assessment
    • Florakis A., Fassosis S.D., et al. MIMO LMS - ARMAX identification of vibrating structures. Part II: a critical assessment. Mech Syst Signal Process 15 4 (2001) 737-758
    • (2001) Mech Syst Signal Process , vol.15 , Issue.4 , pp. 737-758
    • Florakis, A.1    Fassosis, S.D.2
  • 13
    • 0002590371 scopus 로고    scopus 로고
    • Automated fault detection and diagnostics for the HVAC&R industry
    • Braun J.E. Automated fault detection and diagnostics for the HVAC&R industry. HVAC&R Res 5 2 (1999) 85-86
    • (1999) HVAC&R Res , vol.5 , Issue.2 , pp. 85-86
    • Braun, J.E.1
  • 15
    • 0029698129 scopus 로고    scopus 로고
    • A generic approach to identifying faults in HVAC plants
    • Dexter A.L., and Benouarets M. A generic approach to identifying faults in HVAC plants. ASHRAE Trans 102 1 (1996) 550-556
    • (1996) ASHRAE Trans , vol.102 , Issue.1 , pp. 550-556
    • Dexter, A.L.1    Benouarets, M.2
  • 16
    • 33645371475 scopus 로고    scopus 로고
    • A robust model-based approach to diagnosing faults in air-handling units
    • Ngo D., and Dexter A.L. A robust model-based approach to diagnosing faults in air-handling units. ASHRAE Trans 100 1 (1999) 1078-1086
    • (1999) ASHRAE Trans , vol.100 , Issue.1 , pp. 1078-1086
    • Ngo, D.1    Dexter, A.L.2
  • 17
    • 34250835295 scopus 로고    scopus 로고
    • Glass AS, Gruber P, Roos M, et al. Preliminary evaluation of a qualitative model-based fault detector for a central air-handling unit. In: Proceedings of the 3rd IEEE conference on control applications, Glasgow; 1995.
  • 18
    • 0029700317 scopus 로고    scopus 로고
    • Development and testing of prototype tool for HVAC control system commissioning
    • Haves P., Jorgensen D.R., Salsbury T.I., et al. Development and testing of prototype tool for HVAC control system commissioning. ASHRAE Trans 102 1 (1996) 467-475
    • (1996) ASHRAE Trans , vol.102 , Issue.1 , pp. 467-475
    • Haves, P.1    Jorgensen, D.R.2    Salsbury, T.I.3
  • 19
    • 0029698314 scopus 로고    scopus 로고
    • Typical faults of air-conditioning systems and fault detection by ARX model and extended Kalman filter
    • Yoshida H., Iwami T., Yuzawa H., et al. Typical faults of air-conditioning systems and fault detection by ARX model and extended Kalman filter. ASHRAE Trans 102 2 (1996) 40-47
    • (1996) ASHRAE Trans , vol.102 , Issue.2 , pp. 40-47
    • Yoshida, H.1    Iwami, T.2    Yuzawa, H.3
  • 20
    • 0032686801 scopus 로고    scopus 로고
    • ARX and AFMM model-based on-line real-time data base diagnosis of sudden fault in AHU of VAV system
    • Yoshida H., and Kumar S. ARX and AFMM model-based on-line 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
  • 21
    • 0035216497 scopus 로고    scopus 로고
    • Development of ARX model based off-line FDD technique for energy efficient buildings
    • Yoshida H., and Kumar S. Development of ARX model based off-line FDD technique for energy efficient buildings. Renew Energy 22 (2001) 53-59
    • (2001) Renew Energy , vol.22 , pp. 53-59
    • Yoshida, H.1    Kumar, S.2
  • 22
    • 0034824778 scopus 로고    scopus 로고
    • Online fault detection and diagnosis in VAV air handling unit by RARX modeling
    • Yoshida H., Kumar S., et al. Online fault detection and diagnosis in VAV air handling unit by RARX modeling. Energy Build 33 (2001) 391-401
    • (2001) Energy Build , vol.33 , pp. 391-401
    • Yoshida, H.1    Kumar, S.2
  • 23
    • 0035342837 scopus 로고    scopus 로고
    • Development of parameter based fault detection and diagnosis technique for energy efficient building management system
    • Kumar S., Sinha S., et al. Development of parameter based fault detection and diagnosis technique for energy efficient building management system. Energy Convers Manage 42 (2001) 833-854
    • (2001) Energy Convers Manage , vol.42 , pp. 833-854
    • Kumar, S.1    Sinha, S.2
  • 24
    • 0030653667 scopus 로고    scopus 로고
    • ARX models and real-time model-based diagnosis
    • Peitsman H.C., and Soethout L.L. ARX models and real-time model-based diagnosis. ASHRAE Trans 103 1 (1997) 657-671
    • (1997) ASHRAE Trans , vol.103 , Issue.1 , pp. 657-671
    • Peitsman, H.C.1    Soethout, L.L.2
  • 25
    • 0029721619 scopus 로고    scopus 로고
    • Application of black-box models to HVAC systems for fault detection
    • Peitsman H.C., and Bakker V.E. Application of black-box models to HVAC systems for fault detection. ASHRAE Trans 102 1 (1996) 628-640
    • (1996) ASHRAE Trans , vol.102 , Issue.1 , pp. 628-640
    • Peitsman, H.C.1    Bakker, V.E.2
  • 29
    • 34250848756 scopus 로고    scopus 로고
    • ANSI/ASHRAE. ASHRAE Standard 62.1 - Ventilation for acceptance indoor air quality, American Society of Heating, Refrigeration and Air-conditioning Engineers, Atlanta; 2004.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.