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Volumn 16, Issue 1, 2007, Pages 81-89

Artificial neural network models for indoor temperature prediction: Investigations in two buildings

Author keywords

Building automation systems; Identification; Model predictive control; Neural networks; Temperature prediction

Indexed keywords


EID: 33751055006     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00521-006-0047-9     Document Type: Article
Times cited : (83)

References (17)
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    • E & F Spoon Publishing Company, London
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    • Underwood1
  • 11
    • 18744378131 scopus 로고    scopus 로고
    • Occupant and building related determinants on the temperature patterns in New Zealand residential buildings
    • Paper no 49 Auckland, New Zealand
    • Pollard A, Stoecklein A (1998) Occupant and building related determinants on the temperature patterns in New Zealand residential buildings, Paper no 49.In: IPENZ conference, Auckland, New Zealand
    • (1998) IPENZ Conference
    • Pollard, A.1    Stoecklein, A.2
  • 12
    • 0036983779 scopus 로고    scopus 로고
    • Application of an artificial neural network for modelling the thermal dynamics of a building's space and its heating system
    • Gouda M, Danaher S, Underwood CP (2002) Application of an artificial neural network for modelling the thermal dynamics of a building's space and its heating system. Math Comput Model Dynam Syst 8(3):333-344
    • (2002) Math Comput Model Dynam Syst , vol.8 , Issue.3 , pp. 333-344
    • Gouda, M.1    Danaher, S.2    Underwood, C.P.3
  • 13
    • 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 M, Zouak M (2004) A comparison of linear and neural network ARX-models applied to a prediction of the indoor temperature of a building. Neural Comput Appl 13:32-37
    • (2004) Neural Comput Appl , vol.13 , pp. 32-37
    • Mechaqrane, M.1    Zouak, M.2
  • 14
    • 3042747270 scopus 로고    scopus 로고
    • Evolutionary neural network in prediction of indoor temperature in buildings
    • Mechaqrane M, Zouak M (2003) Evolutionary neural network in prediction of indoor temperature in buildings. AMSE-Modeling Periodicals 46(7):11-24
    • (2003) AMSE-Modeling Periodicals , vol.46 , Issue.7 , pp. 11-24
    • Mechaqrane, M.1    Zouak, M.2
  • 15
    • 0033686465 scopus 로고    scopus 로고
    • Applications of artificial neural-networks for energy systems
    • Kalogirou, Soteris A (2000) Applications of artificial neural-networks for energy systems. Appl Energy 67:17-35
    • (2000) Appl Energy , vol.67 , pp. 17-35
    • Kalogirou, S.A.1
  • 16
    • 84942737910 scopus 로고
    • Fitting autoregressive models for prediction
    • Akaike H (1969) Fitting autoregressive models for prediction. Ann Inst Stat Math 21:243-347
    • (1969) Ann Inst Stat Math , vol.21 , pp. 243-347
    • Akaike, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.