%0 Journal Article %J IEEE Pervasive Computing %D 2011 %T Disaggregated End-Use Energy Sensing for the Smart Grid %A Jon Froehlich %A Larson,E. %A Gupta,S. %A Cohn,G. %A Reynolds,M. %A Patel,S. %K Calibration %K disaggregated end-use energy sensing %K Disaggregated energy sensing %K disaggregation data techniques %K Electricity %K Energy consumption %K Energy efficiency %K energy-consumption data %K Gas %K Home appliances %K Sensors %K Smart grid %K Smart grids %K smart power grids %K Sustainability %K Water %X This article surveys existing and emerging disaggregation techniques for energy-consumption data and highlights signal features that might be used to sense disaggregated data in an easily installed and cost-effective manner. %B IEEE Pervasive Computing %V 10 %P 28 - 39 %8 2011/03//Jan %@ 1536-1268 %G eng %N 1 %R 10.1109/MPRV.2010.74