Title: Intelligent computer applications in the energy sector: a literature review from 1990 to 2003
Authors: K. Metaxiotis, A. Kagiannas
Addresses: Department of Electrical and Computer Engineering, National Technical University of Athens, 9, Iroon Polytechniou str., Zografou 15773, Athens, Greece. ' Department of Electrical and Computer Engineering, National Technical University of Athens, 9, Iroon Polytechniou str., Zografou 15773, Athens, Greece
Abstract: Intelligent computer applications (ICA) to solve complicated practical problems in various sectors are becoming more and more widespread nowadays. This paper surveys the application of intelligent systems in the energy sector using a literature review and classification of papers from 1990 to 2003 with keyword index in order to explore how intelligent methodologies and applications have developed in this period. Based on the scope of 247 papers of intelligent energy technologies this paper surveys and classifies ICA in the energy sector using the four categories of: expert systems, neural networks, genetic algorithms, fuzzy-logic-based systems, together with their applications for different problem domains in the specific sector. The paper concludes by sharing thoughts and estimations on ICA future prospects in the energy sector.
Keywords: artificial intelligence; intelligent computer applications; energy sector; survey; intelligent energy technologies; energy technology; expert systems; neural networks; genetic algorithms; fuzzy logic; literature review.
International Journal of Computer Applications in Technology, 2005 Vol.22 No.2/3, pp.53 - 64
Published online: 26 Apr 2005 *Full-text access for editors Access for subscribers Purchase this article Comment on this article