Non-intrusive load monitoring and supplementary techniques for home energy management
MetadataShow full item record
The emerging smart grid technologies and rapid installations of smart meters is encouraging many consumers to implement home energy management systems (HEMSs) in order to decrease their electric utility bills and increase the efficiency of energy consumption. Intrusive load monitoring (ILM) and non-intrusive load monitoring (NILM) are two approaches in the literature for appliance load monitoring (ALM) that make it possible for HEMSs to optimize energy utilization. However, most researchers have addressed NILM as the more practical option. In this paper, three basic methods for NILM are presented and supplementary techniques for improving the accuracy of NILM are discussed and compared. In addition, future research directions and challenges are highlighted.
Showing items related by title, author, creator and subject.
Darbyshire, James (2010)In the past five years, global interest regarding the development of renewable energy technologies has significantly increased. The conventional electric power generation methods sourced from fossil fuels is now problematic, ...
Islam, Syed (2017)A smart grid is an electricity transmission and distribution network that embeds digital and other advanced ICT technologies to sense, monitor, communicate and manage the energy flows, real time electricity asset management, ...
Case Study: Living Smart in Australian Households: Sustainability Coaching as an Effective Large-Scale Behaviour Change StrategyAshton-Graham, C.; Newman, Peter (2013)This case study presents the methods, results and learnings from an innovative and large-scale behaviour change programme addressing, in a holistic manner, the major contributors to the carbon footprint of households. The ...