Toward non-intrusive load monitoring via multi-label classification
Demand-side management technology is a key element of the proposed smart grid, which
will help utilities make more efficient use of their generation assets by reducing consumers' …
will help utilities make more efficient use of their generation assets by reducing consumers' …
An overview of non-intrusive load monitoring methodologies
Load monitoring is essential in every energy consuming system. Traditional load monitoring
system, which used to be intrusive in nature require the installation of sensor to every load of …
system, which used to be intrusive in nature require the installation of sensor to every load of …
Deep neural network based energy disaggregation
In smart electricity grids, energy disaggregation significantly contributes to better demand
side management, load forecasting and energy savings via estimating appliance level …
side management, load forecasting and energy savings via estimating appliance level …
An efficient, scalable time-frequency method for tracking energy usage of domestic appliances using a two-step classification algorithm
Load monitoring is the practice of measuring electrical signals in a domestic environment in
order to identify which electrical appliances are consuming power. One reason for …
order to identify which electrical appliances are consuming power. One reason for …
非侵入式负荷监测综述
邓晓平， 张桂青， 魏庆来， 彭伟， 李成栋 - 自动化学报, 2022 - aas.net.cn
非侵入式负荷监测综述 E-mail Alert RSS 2.765 2022影响因子 (CJCR) 中文核心 EI 中国科技
核心 Scopus CSCD 英国科学文摘 首页 期刊介绍 1.基本信息 2.收录与获奖 3.近年指标 期刊在线 …
核心 Scopus CSCD 英国科学文摘 首页 期刊介绍 1.基本信息 2.收录与获奖 3.近年指标 期刊在线 …
An artificial intelligence‐based non‐intrusive load monitoring of energy consumption in an electrical energy system using a modified K‐Nearest Neighbour algorithm
Energy profligacy and appliance degradation are the apex reasons accounting for the
continuous rise in power wastage and high energy bills. The decline in energy conservation …
continuous rise in power wastage and high energy bills. The decline in energy conservation …
Application of the time-domain signal analysis for electrical appliances identification in the non-intrusive load monitoring
K Dowalla, P Bilski, R Łukaszewski, A Wójcik… - Energies, 2022 - mdpi.com
The paper presents a novel method for non-intrusive appliances identification. It can be
used for energy load disaggregation in a smart grid. The approach identifies changes in the …
used for energy load disaggregation in a smart grid. The approach identifies changes in the …
Low power contactless voltage sensor for low voltage power systems
Contactless measurements represent the desirable solution in many contexts, where
minimal cabling is required or, in general, cabling is not possible. This paper presents a new …
minimal cabling is required or, in general, cabling is not possible. This paper presents a new …
[PDF][PDF] Recent approaches and applications of non-intrusive load monitoring
ABSTRACT The Appliance Load Monitoring is vital in every energy consuming system be it
commercial, residential or industrial in nature. Traditional load monitoring system, which …
commercial, residential or industrial in nature. Traditional load monitoring system, which …
Development of a nonintrusive true-RMS AC voltage measurement probe
PS Shenil, B George - IEEE Transactions on Instrumentation …, 2019 - ieeexplore.ieee.org
The design and development of a new nonintrusivetype true-rms ac voltage measurement
probe are presented in this paper. The measurement circuit of the capacitively coupled …
probe are presented in this paper. The measurement circuit of the capacitively coupled …