Data Enrichment for Machine Learning based Energy Prediction Model

This dataset is used for training of component based machine learning models described in the linked article. The article examines the effect of enriching training data with several building shapes on the prediction accuracy of machine learning models. There are nine building shapes used to collect the training data using EnergyPlus. Please read the article for the relevant details of component structure and training of machine learning models.