메뉴 건너뛰기




Volumn 42, Issue 3, 2010, Pages 348-356

Development of room temperature and relative humidity linear parametric models for an open office using BMS data

Author keywords

Black box linear parametric models; Building management system; Room temperature and relative humidity prediction

Indexed keywords

ARX MODEL; AUTO-REGRESSIVE; AUTOREGRESSIVE MOVING AVERAGE; BLACK BOXES; BOX-JENKINS; BUILDING MANAGEMENT SYSTEM; COEFFICIENT OF DETERMINATION; COMMERCIAL BUILDING; DIFFERENT TIME SCALE; EXTERNAL INPUT; GOODNESS OF FIT; INTERNAL CLIMATE; LINEAR PARAMETRIC MODELS; MEAN ABSOLUTE ERROR; MEAN SQUARED ERROR; MODEL OUTPUTS; OUTPUT ERRORS; PREDICTION PERFORMANCE; REAL MEASUREMENTS; ROOM TEMPERATURE; THERMAL BEHAVIOURS; THERMAL ENVIRONMENT; WINTER SEASONS;

EID: 72649090900     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2009.10.001     Document Type: Article
Times cited : (99)

References (25)
  • 1
    • 0036837015 scopus 로고    scopus 로고
    • Development of a simplified and accurate building model based on electrical analogy
    • Gilles F., Christelle V., Olivier L., and Gilbert A. Development of a simplified and accurate building model based on electrical analogy. Energy and Buildings 34 (2002) 1017-1031
    • (2002) Energy and Buildings , vol.34 , pp. 1017-1031
    • Gilles, F.1    Christelle, V.2    Olivier, L.3    Gilbert, A.4
  • 2
    • 14544268558 scopus 로고    scopus 로고
    • Methods for fault detection, diagnostics, and prognostics for building system a review. Part I
    • Srinivas K., and Brambley M.R. Methods for fault detection, diagnostics, and prognostics for building system a review. Part I. HVAC & R Research 11 (2005) 3-25
    • (2005) HVAC & R Research , vol.11 , pp. 3-25
    • Srinivas, K.1    Brambley, M.R.2
  • 4
    • 0025595350 scopus 로고
    • Estimating thermal parameters of outdoor test cells
    • Norlén P. Estimating thermal parameters of outdoor test cells. Building and Environment 25 1 (1990) 17-24
    • (1990) Building and Environment , vol.25 , Issue.1 , pp. 17-24
    • Norlén, P.1
  • 5
    • 34548861778 scopus 로고    scopus 로고
    • Identification of the main thermal characteristics of building components using Matlab
    • Jimenez M.J., Madsen H., and Andersen K.K. Identification of the main thermal characteristics of building components using Matlab. Building and Environment 43 (2008) 170-180
    • (2008) Building and Environment , vol.43 , pp. 170-180
    • Jimenez, M.J.1    Madsen, H.2    Andersen, K.K.3
  • 6
    • 0026931560 scopus 로고
    • Stochastic modelling of temperatures affecting the in situ performance of a solar-assisted heat pump: the multivariate approach and physical interpretation
    • Loveday D.L., and Craggs C. Stochastic modelling of temperatures affecting the in situ performance of a solar-assisted heat pump: the multivariate approach and physical interpretation. Solar Energy 49 4 (1992) 289-298
    • (1992) Solar Energy , vol.49 , Issue.4 , pp. 289-298
    • Loveday, D.L.1    Craggs, C.2
  • 7
    • 0027269168 scopus 로고
    • Stochastic modelling of temperatures for a full-scale occupied building zone subject to natural random influences
    • Loveday D.L., and Craggs C. Stochastic modelling of temperatures for a full-scale occupied building zone subject to natural random influences. Applied Energy 45 4 (1993) 295-312
    • (1993) Applied Energy , vol.45 , Issue.4 , pp. 295-312
    • Loveday, D.L.1    Craggs, C.2
  • 8
    • 0031259806 scopus 로고    scopus 로고
    • Real time estimation of dynamic temperature models for greenhouse environment control
    • Boaventura Cunha B.J., Couto C., and Ruano A.E. Real time estimation of dynamic temperature models for greenhouse environment control. Control Engineering Practice 5 10 (1997) 1473-1481
    • (1997) Control Engineering Practice , vol.5 , Issue.10 , pp. 1473-1481
    • Boaventura Cunha, B.J.1    Couto, C.2    Ruano, A.E.3
  • 10
    • 0037327820 scopus 로고    scopus 로고
    • Modelling greenhouse temperature by means of auto regressive models
    • Frausto H.U., Pieters J.G., and Deltour J.M. Modelling greenhouse temperature by means of auto regressive models. Biosystems Engineering 84 2 (2003) 147-157
    • (2003) Biosystems Engineering , vol.84 , Issue.2 , pp. 147-157
    • Frausto, H.U.1    Pieters, J.G.2    Deltour, J.M.3
  • 11
    • 1642384630 scopus 로고    scopus 로고
    • Modeling the passive thermal response of a building using sparse BMS data
    • Lowry G., and Lee M.W. Modeling the passive thermal response of a building using sparse BMS data. Applied Energy 78 (2002) 53-62
    • (2002) Applied Energy , vol.78 , pp. 53-62
    • Lowry, G.1    Lee, M.W.2
  • 12
    • 0001634666 scopus 로고
    • On-line recursive estimation for load profile prediction
    • MacArthur J.W., Mathur A., and Zhao J. On-line recursive estimation for load profile prediction. ASHRAE Transactions 95 1 (1989) 621-628
    • (1989) ASHRAE Transactions , vol.95 , Issue.1 , pp. 621-628
    • MacArthur, J.W.1    Mathur, A.2    Zhao, J.3
  • 13
    • 34250884664 scopus 로고    scopus 로고
    • Multiple ARMAX modelling scheme for forecasting air conditioning system performance
    • Yui C.J., and Wang S. Multiple ARMAX modelling scheme for forecasting air conditioning system performance. Energy Conversion and Management 48 (2007) 2276-2285
    • (2007) Energy Conversion and Management , vol.48 , pp. 2276-2285
    • Yui, C.J.1    Wang, S.2
  • 14
    • 0029710641 scopus 로고    scopus 로고
    • Fault detection in an air-handling unit using residual and recursive parameter identification methods
    • Lee W.Y., Park C., and Kelly G.E. Fault detection in an air-handling unit using residual and recursive parameter identification methods. ASHRAE Transactions 102 (1996) 1-12
    • (1996) ASHRAE Transactions , vol.102 , pp. 1-12
    • Lee, W.Y.1    Park, C.2    Kelly, G.E.3
  • 15
    • 0035342837 scopus 로고    scopus 로고
    • Development of parameter based fault detection and diagnosis technique for energy efficient building management system
    • Kumar S., Sinha S., Kojima T., and Yoshida H. Development of parameter based fault detection and diagnosis technique for energy efficient building management system. Energy Conversion and Management 42 (2001) 833-854
    • (2001) Energy Conversion and Management , vol.42 , pp. 833-854
    • Kumar, S.1    Sinha, S.2    Kojima, T.3    Yoshida, H.4
  • 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
    • 33745027156 scopus 로고    scopus 로고
    • Estimating static heat flows in buildings for energy allocation systems
    • Pakanen J., and Karjalainen S. Estimating static heat flows in buildings for energy allocation systems. Energy and Buildings 38 (2006) 1044-1052
    • (2006) Energy and Buildings , vol.38 , pp. 1044-1052
    • Pakanen, J.1    Karjalainen, S.2
  • 18
    • 33751055006 scopus 로고    scopus 로고
    • Artificial neural network models for indoor temperature prediction: investigations in two buildings
    • Thomas B., and Mohseni M.S. Artificial neural network models for indoor temperature prediction: investigations in two buildings. Neural Computing & Applications 16 (2007) 81-89
    • (2007) Neural Computing & Applications , vol.16 , pp. 81-89
    • Thomas, B.1    Mohseni, M.S.2
  • 19
    • 39149127282 scopus 로고    scopus 로고
    • Modelling of tropical greenhouse temperature by autoregressive and neural network models
    • Patil S.L., Tantau H.J., and Salokhe V.M. Modelling of tropical greenhouse temperature by autoregressive and neural network models. Biosystems Engineering 99 (2008) 423-431
    • (2008) Biosystems Engineering , vol.99 , pp. 423-431
    • Patil, S.L.1    Tantau, H.J.2    Salokhe, V.M.3
  • 20
    • 2342635095 scopus 로고    scopus 로고
    • A comparison of linear and neural network ARX models applied to a prediction of the indoor temperature of a building
    • Mechaqrane A., and Zouak M. A comparison of linear and neural network ARX models applied to a prediction of the indoor temperature of a building. Neural Computing & Application 13 (2004) 32-37
    • (2004) Neural Computing & Application , vol.13 , pp. 32-37
    • Mechaqrane, A.1    Zouak, M.2
  • 21
    • 33645386775 scopus 로고    scopus 로고
    • Estimation of operative temperature in buildings using artificial neural networks
    • Mohseni M.S., Thomas B., and Fahlen P. Estimation of operative temperature in buildings using artificial neural networks. Energy and Buildings 38 (2006) 635-640
    • (2006) Energy and Buildings , vol.38 , pp. 635-640
    • Mohseni, M.S.1    Thomas, B.2    Fahlen, P.3
  • 22
    • 63049115986 scopus 로고    scopus 로고
    • Prediction of indoor temperature and relative humidity using neural network models: model comparison
    • Lu T., and Viljanen M. Prediction of indoor temperature and relative humidity using neural network models: model comparison. Neural Computing & Application 18 (2009) 345-357
    • (2009) Neural Computing & Application , vol.18 , pp. 345-357
    • Lu, T.1    Viljanen, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.