Evaluation of Grid-interactive Efficient Building Technologies for a Medium Office Reference Model
A Review and Categorization of Grid-interactive Efficient Building Technologies for Building Performance Simulation
Neural network models (MLP) for predicting heat flux in residential buildings. Includes manual backpropagation, architecture comparison (1/3/5 neurons), and optimizer analysis (SGD vs Adagrad). Best model achieves R²=0.9588.
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