DOI: 10.1016/s0196-8904(99)00012-6. Applications of artificial neural networks in energy systems

Applications of artificial neural networks in energy systems

10.1016/s0196-8904(99)00012-6

Crossref journal-article

Elsevier BV

Energy Conversion and Management (78)

Bibliography

Kalogirou, S. A. (1999). Applications of artificial neural networks in energy systems. Energy Conversion and Management, 40(10), 1073â1087.

Authors 1

S.A Kalogirou (first)

References 26 Referenced 248

{'key': '10.1016/S0196-8904(99)00012-6_BIB1', 'article-title': 'Learning internal representation by error propagation', 'volume': 'vol. 1', 'author': 'Rumelhart', 'year': '1986'} / Learning internal representation by error propagation by Rumelhart (1986)
{'year': '1994', 'series-title': 'Neural networks: A comprehensive foundation', 'author': 'Haykin', 'key': '10.1016/S0196-8904(99)00012-6_BIB2'} / Neural networks: A comprehensive foundation by Haykin (1994)
Werbos PJ. Beyond regression: New tools for prediction and analysis in the behavioural science, PhD Thesis. Harvard University, Cambridge, MA, 1974
{'key': '10.1016/S0196-8904(99)00012-6_BIB4', 'series-title': 'Proc of the Int Conf EANN ’96, London, UK', 'first-page': '5', 'article-title': 'A comparative study of methods for estimating intercept factor of parabolic trough collectors', 'author': 'Kalogirou', 'year': '1996'} / Proc of the Int Conf EANN ’96, London, UK / A comparative study of methods for estimating intercept factor of parabolic trough collectors by Kalogirou (1996)
Kalogirou SA. Artificial neural network for predicting the local concentration ratio of parabolic trough collectors. In: Proc of Eurosun ’96, Freiberg, Germany, 1996. vol. 1. p. 470–5
{'key': '10.1016/S0196-8904(99)00012-6_BIB6', 'series-title': 'Proc of the Int Conf EANN ’96, London, UK', 'first-page': '1', 'article-title': 'Artificial neural networks in modelling the heat-up response of a solar steam generation plant', 'author': 'Kalogirou', 'year': '1996'} / Proc of the Int Conf EANN ’96, London, UK / Artificial neural networks in modelling the heat-up response of a solar steam generation plant by Kalogirou (1996)
{'key': '10.1016/S0196-8904(99)00012-6_BIB7', 'series-title': 'Proc of the Int Conf EANN ’97, Stockholm, Sweden', 'first-page': '227', 'article-title': 'Artificial neural networks for the estimation of the performance of a parabolic trough collector steam generation system', 'author': 'Kalgirou', 'year': '1997'} / Proc of the Int Conf EANN ’97, Stockholm, Sweden / Artificial neural networks for the estimation of the performance of a parabolic trough collector steam generation system by Kalgirou (1997)
{'key': '10.1016/S0196-8904(99)00012-6_BIB8', 'series-title': 'Proc of CLIMA 2000 Conf, Brussels, Belgium', 'first-page': '159', 'article-title': 'Heating load estimation using artificial neural networks', 'author': 'Kalogirou', 'year': '1997'} / Proc of CLIMA 2000 Conf, Brussels, Belgium / Heating load estimation using artificial neural networks by Kalogirou (1997)
{'key': '10.1016/S0196-8904(99)00012-6_BIB9', 'series-title': '. The use of artificial intelligence in building systems', 'first-page': '193', 'article-title': 'Artificial neural network demonstration for automated generation of energy use predictors for commercial buildings', 'author': 'Kreider', 'year': '1995'} / . The use of artificial intelligence in building systems / Artificial neural network demonstration for automated generation of energy use predictors for commercial buildings by Kreider (1995)
{'key': '10.1016/S0196-8904(99)00012-6_BIB10', 'series-title': '. The use of artificial intelligence in building systems', 'first-page': '199', 'article-title': 'Energy management in central HVAC plants using neural networks', 'author': 'Curtiss', 'year': '1995'} / . The use of artificial intelligence in building systems / Energy management in central HVAC plants using neural networks by Curtiss (1995)
Kah AH, San QY, Guan SC, Kiat WC, Koh YC. Smart air conditioning system using multilayer perceptron neural network with a modular approach. In: Proc of the IEEE Int Conf ICNN ’95, Perth, Western Australia, 1995. vol. 5. p. 2314–9 (10.1109/ICNN.1995.487722)
{'key': '10.1016/S0196-8904(99)00012-6_BIB12', 'series-title': 'Proc of CLIMA 2000 Conf, Brussels, Belgium', 'first-page': '264', 'article-title': 'Evaluation of building energy consumption based on fuzzy logic and neural networks applications', 'author': 'Kajl', 'year': '1997'} / Proc of CLIMA 2000 Conf, Brussels, Belgium / Evaluation of building energy consumption based on fuzzy logic and neural networks applications by Kajl (1997)
{'key': '10.1016/S0196-8904(99)00012-6_BIB13', 'series-title': 'Proc of CLIMA 2000 Conf, Brussels, Belgium', 'first-page': '265', 'article-title': 'Model of room storage heater and system identification using neural networks', 'author': 'Roberge', 'year': '1997'} / Proc of CLIMA 2000 Conf, Brussels, Belgium / Model of room storage heater and system identification using neural networks by Roberge (1997)
Negnevitsky M, Le TL, Artificial neural networks application for current rating of overhead lines, IEEE Trans on Neural Networks 1995;418–22 (10.1109/ICNN.1995.488137)
{'key': '10.1016/S0196-8904(99)00012-6_BIB15', 'series-title': 'Proc of the Int Conf EANN ’96, London, UK', 'first-page': '87', 'article-title': 'Neural networks for combustion process modelling', 'author': 'Muller', 'year': '1996'} / Proc of the Int Conf EANN ’96, London, UK / Neural networks for combustion process modelling by Muller (1996)
{'key': '10.1016/S0196-8904(99)00012-6_BIB16', 'series-title': 'Proc of the Int Conf EANN ’96, London, UK', 'first-page': '135', 'article-title': 'Reinforcement learning neural networks and PI control applied to a heating coil', 'author': 'Anderson', 'year': '1996'} / Proc of the Int Conf EANN ’96, London, UK / Reinforcement learning neural networks and PI control applied to a heating coil by Anderson (1996)
{'key': '10.1016/S0196-8904(99)00012-6_BIB17', 'series-title': 'Proc of the Int Conf EANN ’96, London, UK', 'first-page': '151', 'article-title': 'Neural network models for predictive control of a thermal plant', 'author': 'Milanic', 'year': '1996'} / Proc of the Int Conf EANN ’96, London, UK / Neural network models for predictive control of a thermal plant by Milanic (1996)
Christo FC, Masri AR, Nebot EM. Utilising artificial neural network and repro-modelling in turbulent combustion. In: Proc of the IEEE Int Conf ICNN ’95, Perth, Western Australia, 1995. vol. 2. p. 911–6 (10.1109/ICNN.1995.487540)
Keerthipala WWL, Chong LT, Leong TC. Artificial neural network model for analysis of power system harmonics. In: Proc of the IEEE Int Conf ICNN ’95, Perth, Western Australia, 1995. vol. 2. p. 905–10 (10.1109/ICNN.1995.487539)
Czernichow T, Germond A, Dorizzi B, Caire P. Improving recurrent network load forecasting. In: Proc of the IEEE Int Conf ICNN ’95, Perth, Western Australia, 1995. vol. 2. p. 899–904 (10.1109/ICNN.1995.487538)
Wezenberg H, Dewe MB. Adaptive neural network tariff forecasting and energy management. In: Proc of the IEEE Int Conf ICNN ’95, Perth, Western Australia, 1995. vol. 2. p. 877–81 (10.1109/ICNN.1995.487534)
Mandal JK, Sinha AK, Parthasarathy G. Application of recurrent neural network for short term load forecasting in electric power system. In: Proc of the IEEE Int Conf ICNN ’95, Perth, Western Australia, 1995. vol. 5. p. 2694–8 (10.1109/ICNN.1995.487837)
Khotanzad A, Abaye A, Maratukulam D. An adaptive and modular recurrent neural network based power system load forecaster. In: Proc of the IEEE Int Conf ICNN ’95, Perth, Western Australia, 1995. vol. 2. p. 1032–6 (10.1109/ICNN.1995.487563)
Datta D, Tassou SA. Energy management in supermarkets through electrical load prediction. In: Proc of the First Int Conf on Energy and Environment, Limassol, Cyprus, 1997. vol. 2. p. 587–93
{'key': '10.1016/S0196-8904(99)00012-6_BIB25', 'series-title': 'Proc of CLIMA 2000 Conf, Brussels, Belgium', 'first-page': '98', 'article-title': 'Application of neural networks for the prediction of the energy consumption in a supermarket', 'author': 'Datta', 'year': '1997'} / Proc of CLIMA 2000 Conf, Brussels, Belgium / Application of neural networks for the prediction of the energy consumption in a supermarket by Datta (1997)
{'key': '10.1016/S0196-8904(99)00012-6_BIB26', 'series-title': 'Proc of CLIMA 2000 Conf, Brussels, Belgium', 'first-page': '99', 'article-title': 'Frost prediction on evaporator coils of supermarket display cabinets using artificial neural networks', 'author': 'Datta', 'year': '1997'} / Proc of CLIMA 2000 Conf, Brussels, Belgium / Frost prediction on evaporator coils of supermarket display cabinets using artificial neural networks by Datta (1997)

Dates

Type	When
Created	23 years, 1 month ago (July 25, 2002, 3:09 p.m.)
Deposited	8 months, 3 weeks ago (Dec. 4, 2024, 7:43 p.m.)
Indexed	3 days, 22 hours ago (Aug. 26, 2025, 3:15 a.m.)
Issued	26 years, 1 month ago (July 1, 1999)
Published	26 years, 1 month ago (July 1, 1999)
Published Print	26 years, 1 month ago (July 1, 1999)

Funders 0

None

BibTeX

@article{Kalogirou_1999, title={Applications of artificial neural networks in energy systems}, volume={40}, ISSN={0196-8904}, url={http://dx.doi.org/10.1016/s0196-8904(99)00012-6}, DOI={10.1016/s0196-8904(99)00012-6}, number={10}, journal={Energy Conversion and Management}, publisher={Elsevier BV}, author={Kalogirou, S.A}, year={1999}, month=jul, pages={1073–1087} }

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