Emerging investigator series: disaggregating residential sector high-resolution smart water meter data into appliance end-uses with unsupervised machine learning
Gabrielle M. Bethke, Abigail R. Cohen, Ashlynn S. Stillwell
Abstract
Disaggregation of residential smart water meter data can support peak demand quantification and customized conservation and efficiency recommendations.
Topics & Concepts
Smart meterSeries (stratigraphy)MetreComputer scienceRemote sensingData scienceEngineeringSmart gridElectrical engineeringGeographyAstronomyBiologyPaleontologyPhysicsWater resources management and optimizationWater-Energy-Food Nexus StudiesSmart Grid Energy Management