Energy management using non-intrusive load monitoring techniques–State-of-the-art and future research directions

R Gopinath, M Kumar, CPC Joshua… - Sustainable Cities and …, 2020 - Elsevier
In recent years, the development of smart sustainable cities has become the primary focus
among urban planners and policy makers to make responsible use of resources, conserve …

An efficient and accurate nonintrusive load monitoring scheme for power consumption

J He, Z Zhang, L Zhu, Z Zhu, J Liu… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Nonintrusive load monitoring (NILM) has attracted tremendous attention owing to its cost
efficiency in electricity and sustainable development. NILM aims at acquiring individual …

[PDF][PDF] An Efficient Supervised Energy Disaggregation Scheme for Power Service in Smart Grid.

W Liu, J He, M Li, R Jin, J Hu… - Intelligent Automation & …, 2019 - jialing-he.github.io
Smart energy disaggregation is receiving increasing attention because it can be used to
save energy and mine consumer's electricity privacy by decomposing aggregated meter …

[PDF][PDF] 非侵入式负荷监测技术研究进展

钱玉军, 包永强, 姜丹琪, 张旭旭… - 计算机与数字工程, 2023 - jsj.journal.cssc709.net
摘要设备负荷监测是能源管理的关键, 允许用户获得特定于设备的能源消耗统计数据,
可有效用于设计负载调度策略. 非侵入式负荷监测(Non-intrusive load monitoring, NILM) …

Challenges Associated with Standardization of NILM Methodology

B Parkash, SR Tito, MD Ahmed… - 2022 IEEE PES 14th …, 2022 - ieeexplore.ieee.org
The massive technological development has led us to an ever-increasing dependency on
electricity in recent times. This reliance leads us to prepare a comprehensive electricity …