This project analyzes the dataset, which was curated from an office building (Wang Hall) constructed in 2015 in Berkeley, California, which includes whole-building and end-use energy consumption, HVAC system operating conditions, indoor and outdoor environmental parameters, and occupant counts. This dataset was used for various types of applications, including building energy benchmarking, load shape analysis, energy prediction, occupancy prediction and analytics, and HVAC controls to improve understanding and efficiency of building operations for reducing energy use, energy costs, and carbon emissions.
In our analysis, we will be exploring how the energy consumption of Wang Hall is influenced by various factors. Our Juptyer Notebook can be viewed here: https://ucb-stat-159-s23.github.io/project-project-group22/