Electric energy disaggregation via non-intrusive load monitoring: A state-of-the-art systematic review

S Dash, NC Sahoo - Electric Power Systems Research, 2022 - Elsevier
Appliance energy consumption tracking in a building is one of the vital enablers of energy
and cost saving. An economical and viable solution would be to estimate individual …

[HTML][HTML] Smart non-intrusive appliance identification using a novel local power histogramming descriptor with an improved k-nearest neighbors classifier

Y Himeur, A Alsalemi, F Bensaali, A Amira - Sustainable Cities and Society, 2021 - Elsevier
Non-intrusive load monitoring (NILM) is a key cost-effective technology for monitoring power
consumption and contributing to several challenges encountered when transiting to an …

Artificial bee colony optimization based non-intrusive appliances load monitoring technique in a smart home

S Ghosh, D Chatterjee - IEEE Transactions on Consumer …, 2021 - ieeexplore.ieee.org
Recent advances of energy management system in a smart home can lead to load
monitoring of electrical appliances for energy saving and reduction of electricity bill. Thus …

An improved load feature extraction technique for smart homes using fuzzy-based NILM

S Ghosh, A Chatterjee… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the advancement of smart residential buildings, houseowners are increasingly
interested to monitor the connected electrical loads in view of energy conservation and load …

Non-intrusive load identification using reconstructed voltage–current images

D Jia, Y Li, Z Du, J Xu, B Yin - IEEE Access, 2021 - ieeexplore.ieee.org
Non-intrusive load monitoring (NILM) is crucial because it helps monitor the operating status
of electrical appliances online; detailed power consumption data regarding the appliances …

[HTML][HTML] Review of insulation monitoring and fault locating devices for ungrounded low voltage network: Commercial products, patents, research and innovation

A Mukhtaruddin, MM Azizan, MF Ariffin - Electric Power Systems Research, 2025 - Elsevier
Ungrounded or isolated-earth (IT) systems for electrical supply networks offer guaranteed
continuity under fault conditions but require the installation of permanent insulation …

Decomposition-transformation assisted optimized heterogeneous classification strategy in NILM

S Ghosh, A Mitra, S Chakrabarti… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accurate identification of various loads for nonintrusive load monitoring (NILM) plays a
crucial role in a variety of power system applications and strategies. In this article, a novel …

Remote appliance load monitoring and identification in a modern residential system with smart meter data

S Ghosh, D Manna, A Chatterjee… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
In this article, an innovative procedure for residential electrical load monitoring applicable to
smart meters is proposed based on a modified decisive multi-objective optimization. In this …

K-means clustering-based electrical equipment identification for smart building application

G Zhang, Y Li, X Deng - Information, 2020 - mdpi.com
With the development and popular application of Building Internet of Things (BIoT) systems,
numerous types of equipment are connected, and a large volume of equipment data is …

Appliance identification using a histogram post-processing of 2d local binary patterns for smart grid applications

Y Himeur, A Alsalemi, F Bensaali… - 2020 25th International …, 2021 - ieeexplore.ieee.org
Identifying domestic appliances in the smart grid leads to a better power usage management
and further helps in detecting appliance-level abnormalities. An efficient identification can be …