Active Collaborative Sensing for Energy Breakdown
Abstract
Residential homes constitute roughly one-fourth of the total energy usage worldwide. Providing appliance-level energy breakdown has been shown to induce positive behavioral changes that can reduce energy consumption by 15%. Existing approaches for energy breakdown either require hardware installation in every target home or demand a large set of energy sensor data available for model training.
Year of Publication
2019
Conference Name
Proceedings of the 28th ACM International Conference on Information and Knowledge Management
Date Published
11