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Volumn 37, Issue 12, 2005, Pages 1250-1259

On-line building energy prediction using adaptive artificial neural networks

Author keywords

Adaptive models; Artificial neural networks; Building cooling; Electric demand; Energy demand prediction; On line prediction

Indexed keywords

COMPUTER SIMULATION; COOLING; DATA ACQUISITION; ELECTRIC POWER SYSTEMS; NEURAL NETWORKS; ONLINE SYSTEMS;

EID: 25844500264     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2005.02.005     Document Type: Article
Times cited : (298)

References (18)
  • 1
    • 0033076160 scopus 로고    scopus 로고
    • A Fourier series model to predict hourly heating and cooling energy use in commercial buildings with outdoor temperature as the only weather variable
    • A. Dhar, T.A. Reddy, and D.E. Claridge A Fourier series model to predict hourly heating and cooling energy use in commercial buildings with outdoor temperature as the only weather variable ASME Journal of Solar Energy Engineering 121 1 1999 47 53
    • (1999) ASME Journal of Solar Energy Engineering , vol.121 , Issue.1 , pp. 47-53
    • Dhar, A.1    Reddy, T.A.2    Claridge, D.E.3
  • 2
    • 0022667660 scopus 로고
    • Special Issues devoted to measuring energy savings: The scorekeeping approach
    • M. Fels Special Issues devoted to measuring energy savings: the scorekeeping approach Energy and Buildings 9 1-2 1986 5 18
    • (1986) Energy and Buildings , vol.9 , Issue.1-2 , pp. 5-18
    • Fels, M.1
  • 3
    • 0026867762 scopus 로고
    • A four-parameter change-point model for predicting energy consumption in commercial buildings
    • D. Ruch, and D.E. Claridge A four-parameter change-point model for predicting energy consumption in commercial buildings ASME Journal of Solar Energy Engineering 114 2 1992 77 83
    • (1992) ASME Journal of Solar Energy Engineering , vol.114 , Issue.2 , pp. 77-83
    • Ruch, D.1    Claridge, D.E.2
  • 6
    • 0030087191 scopus 로고    scopus 로고
    • Identification of ARMAX model for short term load forecasting: An evolutionary programming approach
    • Y. Hong-Tzer, H. Chao-Ming, and H. Ching-Lien Identification of ARMAX model for short term load forecasting: an evolutionary programming approach IEEE Transaction on Power Systems 11 1 1996 403 408
    • (1996) IEEE Transaction on Power Systems , vol.11 , Issue.1 , pp. 403-408
    • Hong-Tzer, Y.1    Chao-Ming, H.2    Ching-Lien, H.3
  • 7
    • 0006582335 scopus 로고    scopus 로고
    • Modeling hourly energy use in commercial buildings with Fourier series functional form
    • A. Dhar, T.A. Reddy, and D.E. Claridge Modeling hourly energy use in commercial buildings with Fourier series functional form ASME Journal of Solar Energy Engineering 120 3 1998 217 223
    • (1998) ASME Journal of Solar Energy Engineering , vol.120 , Issue.3 , pp. 217-223
    • Dhar, A.1    Reddy, T.A.2    Claridge, D.E.3
  • 8
    • 0027211515 scopus 로고
    • Application of neural networking models to predict energy use
    • M. Anstett, and J.F. Kreider Application of neural networking models to predict energy use ASHRAE Transactions 99 1 1993 505 517
    • (1993) ASHRAE Transactions , vol.99 , Issue.1 , pp. 505-517
    • Anstett, M.1    Kreider, J.F.2
  • 9
    • 0028723083 scopus 로고
    • Energy management in central HVAC plants using neural networks
    • P.S. Curtiss, J.F. Kreider, and M.J. Brandemuehl Energy management in central HVAC plants using neural networks ASHRAE Transactions 100 1 1994 476 493
    • (1994) ASHRAE Transactions , vol.100 , Issue.1 , pp. 476-493
    • Curtiss, P.S.1    Kreider, J.F.2    Brandemuehl, M.J.3
  • 11
    • 0029352651 scopus 로고
    • An adaptive modular artificial neural network hourly load forecaster and its implementation at electric utilities
    • A. Khotanzad, R.C. Hwang, A. Abaye, and A.D. Maratukulam An adaptive modular artificial neural network hourly load forecaster and its implementation at electric utilities IEEE Transactions on Power System 10 3 1995 1716 1722
    • (1995) IEEE Transactions on Power System , vol.10 , Issue.3 , pp. 1716-1722
    • Khotanzad, A.1    Hwang, R.C.2    Abaye, A.3    Maratukulam, A.D.4
  • 13
    • 0034138664 scopus 로고    scopus 로고
    • Very short-term load forecasting using artificial neural networks
    • W. Charytoniuk, and M.S. Chen Very short-term load forecasting using artificial neural networks IEEE Transactions on Power Systems 15 1 2000 263 268
    • (2000) IEEE Transactions on Power Systems , vol.15 , Issue.1 , pp. 263-268
    • Charytoniuk, W.1    Chen, M.S.2
  • 14
    • 0029224008 scopus 로고
    • Hourly thermal load prediction for the next 24 h by ARIMA, EWMA, LR, and an artificial neural network
    • M. Kawashima, C.E. Dorgan, and J. Mitchell Hourly thermal load prediction for the next 24 h by ARIMA, EWMA, LR, and an artificial neural network ASHRAE Transactions 101 1 1995 186 200
    • (1995) ASHRAE Transactions , vol.101 , Issue.1 , pp. 186-200
    • Kawashima, M.1    Dorgan, C.E.2    Mitchell, J.3
  • 15
    • 0030315652 scopus 로고    scopus 로고
    • The great energy predictor shootout II-: Measuring retrofit savings-overview and discussion of results
    • J.S. Haberl, and S. Thamilseran The great energy predictor shootout II-: measuring retrofit savings-overview and discussion of results ASHRAE Transactions 102 1 1996 419 435
    • (1996) ASHRAE Transactions , vol.102 , Issue.1 , pp. 419-435
    • Haberl, J.S.1    Thamilseran, S.2
  • 16
    • 0028712861 scopus 로고
    • Generalized non-linear regression with ensemble of neural nets
    • B. Feuston, and J. Thurtell Generalized non-linear regression with ensemble of neural nets ASHRAE Transactions 100 2 1994 1075 1080
    • (1994) ASHRAE Transactions , vol.100 , Issue.2 , pp. 1075-1080
    • Feuston, B.1    Thurtell, J.2
  • 17
    • 0038269743 scopus 로고
    • Comparison of cost and energy savings in an existing large building as predicted by three simulation programs
    • J.W. Mitchell W.A. Beckman Madison
    • R. Zmeureanu, L. Pasqualetto, and F. Bilas Comparison of cost and energy savings in an existing large building as predicted by three simulation programs J.W. Mitchell W.A. Beckman Proceedings of the IBPSA Building Simulation'95 Conference Madison 1995 pp. 485-492
    • (1995) Proceedings of the IBPSA Building Simulation'95 Conference
    • Zmeureanu, R.1    Pasqualetto, L.2    Bilas, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.