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Research article

First published 2025

A semi-supervised contrastive learning framework based on current signals for non-intrusive load monitoring

Yinghua Han, Yuan Li, Ruibo Zhang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-2

A weakly supervised active learning framework for non-intrusive load monitoring

Giulia Tanoni, Tamara Sobot, Emanuele Principi [...]

Integrated Computer-Aided Engineering

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Research article

First published 2021-2

Self-organizing probability neural network-based intelligent non-intrusive load monitoring with applications to low-cost residential measuring devices

Zejian Zhou, Yingmeng Xiang, Hao Xu [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2024

MMNet-NILM: Multi-Target MobileNets for non-intrusive load monitoring

Mohammed Ayub, El-Sayed M. El-Alfy

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-5

Pre-classification-based multi-model fusion non-intrusive load identification

Demin Yuan, Xingdong Zhang, JianGang Jia [...]

Journal of Computational Methods in Sciences and Engineering

Open access

Research article

First published 2023-11

Application of attention mechanism enhanced neural network in non-invasive load monitoring of industrial power data

Jun Wei, Ce Li, Rong Yang [...]

Measurement and Control

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Research article

First published 2022-11-11

Temporal convolution network based novel parallel disaggregation method for non-intrusive monitoring of the appliances’ consumptions in residential buildings

Wenfeng Li, Xiaoping Deng, Ruiqi Wang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-12-02

A non-intrusive load recognition method combining adaptive PSO algorithm and CNN model

Zhichao Liu, Yachao Wang, Zhiyuan Ma [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2020-11

Research on information security of users’ electricity data including electric vehicle based on elliptic curve encryption

Renwu Yan, Chuan Lin, Wen-feng Zhang [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2019-06-11

A nonintrusive power load monitoring method using coupled allocation mechanism

Zhenping Xie, Siwei Jiang, Jianian Zhou

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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