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Explains how neural networks (NNs) are constructed and the way they work. Describes a number of applications of NNs to residential and commercial building systems. Two energy prediction cases are presented and one commercial building demonstration is included. Anstett and Kreider (1993), Kreider and Wang (1991), and Wang and Kreider (1992) report on additional case studies.

KEYWORDS: year 1996, expert systems, case studies, domestic, commercial, buildings, calculating, energy consumption