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RISEstimation of Energy Savings for Building Retrofits Using Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper overviews some applications of neural networks (NNs) to estimate energy and demand savings from retrofits of commercial buildings. First, a brief background information on NNs is ...
Building Energy Use Prediction and System Identification Using Recurrent Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Following several successful applications of feedforward neural networks (NNs) to the building energy prediction problem (Wang and Kreider, 1992; JCEM, 1992, 1993; Curtiss et al., 1993, 1994; ...