Recent advances in the analysis of residential electricity consumption and applications of smart meter data
The emergence of smart grid technologies and applications has meant there is increasing
interest in utilising smart meters. Smart meter penetration has significantly increased over …
interest in utilising smart meters. Smart meter penetration has significantly increased over …
A comparative study of clustering techniques for electrical load pattern segmentation
Smart meters have been widely deployed in power networks since the last decade. This
trend has resulted in an enormous volume of data being collected from the electricity …
trend has resulted in an enormous volume of data being collected from the electricity …
Detection of non-technical losses using smart meter data and supervised learning
MM Buzau, J Tejedor-Aguilera… - … on Smart Grid, 2018 - ieeexplore.ieee.org
Non-technical electricity losses due to anomalies or frauds are accountable for important
revenue losses in power utilities. Recent advances have been made in this area, fostered by …
revenue losses in power utilities. Recent advances have been made in this area, fostered by …
[HTML][HTML] Demand response performance and uncertainty: A systematic literature review
The present review has been carried out, resorting to the PRISMA methodology, analyzing
218 published articles. A comprehensive analysis has been conducted regarding the …
218 published articles. A comprehensive analysis has been conducted regarding the …
[HTML][HTML] Cluster analysis and prediction of residential peak demand profiles using occupant activity data
Researching the dynamics of residential electricity consumption at finely-resolved
timescales is increasingly practical with the growing availability of high-resolution data and …
timescales is increasingly practical with the growing availability of high-resolution data and …
Association rule mining based quantitative analysis approach of household characteristics impacts on residential electricity consumption patterns
The comprehensive understanding of the residential electricity consumption patterns (ECPs)
and how they relate to household characteristics can contribute to energy efficiency …
and how they relate to household characteristics can contribute to energy efficiency …
[HTML][HTML] Development of electricity consumption profiles of residential buildings based on smart meter data clustering
In the present research, a high-resolution, detailed electric load dataset was assessed,
collected by smart meters from nearly a thousand households in Hungary, many of them …
collected by smart meters from nearly a thousand households in Hungary, many of them …