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Volumn 3, Issue , 2010, Pages

Application of ANN for the prediction of building energy consumption at different climate zones with HDD and CDD

Author keywords

Artificial Neural Network (ANN); Building envelope; Climate zone; Enery consumption

Indexed keywords

APPLICATION STUDIES; ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION NEURAL NETWORKS; BUILDING ENERGY CONSUMPTION; BUILDING ENVELOPE; BUILDING ENVELOPE PERFORMANCE; CLIMATE ZONE; CONVENTIONAL METHODS; COOLING DEGREE; ENERY CONSUMPTION; INPUT PARAMETER; PREDICTION RATE;

EID: 78049375118     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICFCC.2010.5497626     Document Type: Conference Paper
Times cited : (33)

References (9)
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    • (1994) Egy Sources , vol.16 , pp. 317-332
    • Scott, M.1    Wrench, L.E.2    Hadley, D.L.3
  • 2
    • 0028728640 scopus 로고
    • Two-to-one discrepancy between measured and predicted performance of a low-energy office building: Insights from a reconciliation based on the DOE-2 model
    • Norford LK, Socolow RH, Hsieh ES, Spadaro GV. "Two-to-one discrepancy between measured and predicted performance of a low-energy office building: insights from a reconciliation based on the DOE-2 model." Egy Build, vol.21, pp:121-131, 1994.
    • (1994) Egy Build , vol.21 , pp. 121-131
    • Norford, L.K.1    Socolow, R.H.2    Hsieh, E.S.3    Spadaro, G.V.4
  • 5
    • 0032675088 scopus 로고    scopus 로고
    • Applications of artificial neural networks in energy systems: A review
    • Kalogirou S. "Applications of artificial neural networks in energy systems: a review." Egy Con Mngmt, vol.40, pp:1073-1087, 1999.
    • (1999) Egy Con Mngmt , vol.40 , pp. 1073-1087
    • Kalogirou, S.1
  • 6
    • 1642323621 scopus 로고    scopus 로고
    • Cooling load prediction for buildings using general regression neural networks
    • Ben-Nakhi AE, Mahmoud MA. "Cooling load prediction for buildings using general regression neural networks." Energy Convers Manage, vol.45, pp:2127-2141, 2004.
    • (2004) Energy Convers Manage , vol.45 , pp. 2127-2141
    • Ben-Nakhi, A.E.1    Mahmoud, M.A.2
  • 7
    • 0000042059 scopus 로고
    • Artificial neural network demonstration for automated generation of energy use predictors for commercial buildings
    • Haberl JS, Nelson RM, Culp CC, editors. ASHRAE
    • Kreider JF, Wang XA. "Artificial neural network demonstration for automated generation of energy use predictors for commercial buildings." In: Haberl JS, Nelson RM, Culp CC, editors. The use of artificial intelligence in building systems. ASHRAE, pp:19-38, 1995.
    • (1995) The Use of Artificial Intelligence in Building Systems , pp. 19-38
    • Kreider, J.F.1    Wang, X.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.