
OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!
If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.
Requested Article:
NILM applications: Literature review of learning approaches, recent developments and challenges
Georgios-Fotios Angelis, Christos Timplalexis, Stelios Krinidis, et al.
Energy and Buildings (2022) Vol. 261, pp. 111951-111951
Closed Access | Times Cited: 119
Georgios-Fotios Angelis, Christos Timplalexis, Stelios Krinidis, et al.
Energy and Buildings (2022) Vol. 261, pp. 111951-111951
Closed Access | Times Cited: 119
Showing 1-25 of 119 citing articles:
A review of current methods and challenges of advanced deep learning-based non-intrusive load monitoring (NILM) in residential context
Hasan Rafiq, Prajowal Manandhar, Edwin Rodríguez-Ubiñas, et al.
Energy and Buildings (2024) Vol. 305, pp. 113890-113890
Closed Access | Times Cited: 17
Hasan Rafiq, Prajowal Manandhar, Edwin Rodríguez-Ubiñas, et al.
Energy and Buildings (2024) Vol. 305, pp. 113890-113890
Closed Access | Times Cited: 17
Intelligent home energy management using Internet of Things platform based on NILM technique
R. Ramadan, Qi Huang, Olusola Bamisile, et al.
Sustainable Energy Grids and Networks (2022) Vol. 31, pp. 100785-100785
Closed Access | Times Cited: 49
R. Ramadan, Qi Huang, Olusola Bamisile, et al.
Sustainable Energy Grids and Networks (2022) Vol. 31, pp. 100785-100785
Closed Access | Times Cited: 49
An active learning framework for the low-frequency Non-Intrusive Load Monitoring problem
Tamara Todic, Vladimir Stanković, Lina Stanković
Applied Energy (2023) Vol. 341, pp. 121078-121078
Open Access | Times Cited: 34
Tamara Todic, Vladimir Stanković, Lina Stanković
Applied Energy (2023) Vol. 341, pp. 121078-121078
Open Access | Times Cited: 34
Transfer learning for multi-objective non-intrusive load monitoring in smart building
Dandan Li, Jiangfeng Li, Xin Zeng, et al.
Applied Energy (2022) Vol. 329, pp. 120223-120223
Open Access | Times Cited: 36
Dandan Li, Jiangfeng Li, Xin Zeng, et al.
Applied Energy (2022) Vol. 329, pp. 120223-120223
Open Access | Times Cited: 36
Energformer: A New Transformer Model for Energy Disaggregation
Georgios-Fotios Angelis, Christos Timplalexis, Athanasios Salamanis, et al.
IEEE Transactions on Consumer Electronics (2023) Vol. 69, Iss. 3, pp. 308-320
Closed Access | Times Cited: 18
Georgios-Fotios Angelis, Christos Timplalexis, Athanasios Salamanis, et al.
IEEE Transactions on Consumer Electronics (2023) Vol. 69, Iss. 3, pp. 308-320
Closed Access | Times Cited: 18
Design and Implementation of an Internet-of-Things-Enabled Smart Meter and Smart Plug for Home-Energy-Management System
Imed Ben Dhaou
Electronics (2023) Vol. 12, Iss. 19, pp. 4041-4041
Open Access | Times Cited: 18
Imed Ben Dhaou
Electronics (2023) Vol. 12, Iss. 19, pp. 4041-4041
Open Access | Times Cited: 18
A review of distribution network applications based on smart meter data analytics
Christos L. Athanasiadis, Theofilos A. Papadopoulos, Georgios C. Kryonidis, et al.
Renewable and Sustainable Energy Reviews (2023) Vol. 191, pp. 114151-114151
Closed Access | Times Cited: 18
Christos L. Athanasiadis, Theofilos A. Papadopoulos, Georgios C. Kryonidis, et al.
Renewable and Sustainable Energy Reviews (2023) Vol. 191, pp. 114151-114151
Closed Access | Times Cited: 18
Comparative Analysis of Machine Learning Techniques for Non-Intrusive Load Monitoring
Noman Shabbir, Kristina Vassiljeva, Hossein Nourollahi Hokmabad, et al.
Electronics (2024) Vol. 13, Iss. 8, pp. 1420-1420
Open Access | Times Cited: 6
Noman Shabbir, Kristina Vassiljeva, Hossein Nourollahi Hokmabad, et al.
Electronics (2024) Vol. 13, Iss. 8, pp. 1420-1420
Open Access | Times Cited: 6
Enhancing NILM classification via robust principal component analysis dimension reduction
Arbel Yaniv, Yuval Beck
Heliyon (2024) Vol. 10, Iss. 9, pp. e30607-e30607
Open Access | Times Cited: 5
Arbel Yaniv, Yuval Beck
Heliyon (2024) Vol. 10, Iss. 9, pp. e30607-e30607
Open Access | Times Cited: 5
Neural Load Disaggregation: Meta-Analysis, Federated Learning and Beyond
Hafsa Bousbiat, Yassine Himeur, Iraklis Varlamis, et al.
Energies (2023) Vol. 16, Iss. 2, pp. 991-991
Open Access | Times Cited: 13
Hafsa Bousbiat, Yassine Himeur, Iraklis Varlamis, et al.
Energies (2023) Vol. 16, Iss. 2, pp. 991-991
Open Access | Times Cited: 13
Non-Intrusive Load Monitoring by Load Trajectory and Multi-Feature Based on DCNN
Hui Yin, Kaile Zhou, Shanlin Yang
IEEE Transactions on Industrial Informatics (2023) Vol. 19, Iss. 10, pp. 10388-10400
Closed Access | Times Cited: 13
Hui Yin, Kaile Zhou, Shanlin Yang
IEEE Transactions on Industrial Informatics (2023) Vol. 19, Iss. 10, pp. 10388-10400
Closed Access | Times Cited: 13
Estimation of winter wheat LAI based on color indices and texture features of RGB images taken by UAV
H.F. Li, Xiaobin Yan, Pengyan Su, et al.
Journal of the Science of Food and Agriculture (2024) Vol. 105, Iss. 1, pp. 189-200
Closed Access | Times Cited: 5
H.F. Li, Xiaobin Yan, Pengyan Su, et al.
Journal of the Science of Food and Agriculture (2024) Vol. 105, Iss. 1, pp. 189-200
Closed Access | Times Cited: 5
Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances
Anže Pirnat, Blaž Bertalanič, Gregor Cerar, et al.
IEEE Access (2024) Vol. 12, pp. 51966-51981
Open Access | Times Cited: 4
Anže Pirnat, Blaž Bertalanič, Gregor Cerar, et al.
IEEE Access (2024) Vol. 12, pp. 51966-51981
Open Access | Times Cited: 4
Dynamic time warping optimization-based non-intrusive load monitoring for multiple household appliances
Menghui Li, Zhaoyu Tu, Jun Wang, et al.
International Journal of Electrical Power & Energy Systems (2024) Vol. 159, pp. 110002-110002
Open Access | Times Cited: 4
Menghui Li, Zhaoyu Tu, Jun Wang, et al.
International Journal of Electrical Power & Energy Systems (2024) Vol. 159, pp. 110002-110002
Open Access | Times Cited: 4
Robust peer-to-peer federated learning for non-intrusive load monitoring in smart homes
Vidushi Agarwal, Omid Ardakanian, Sujata Pal
Energy and Buildings (2025) Vol. 329, pp. 115209-115209
Closed Access
Vidushi Agarwal, Omid Ardakanian, Sujata Pal
Energy and Buildings (2025) Vol. 329, pp. 115209-115209
Closed Access
Advances in non‐intrusive type I load monitoring using R‐statistic steady‐state detection and subtractive clustering
Luigi Pio Savastio, Elia Brescia, E. De Tuglie, et al.
IET Smart Grid (2025)
Open Access
Luigi Pio Savastio, Elia Brescia, E. De Tuglie, et al.
IET Smart Grid (2025)
Open Access
User-perceptional privacy protection in NILM: A differential privacy approach
Jiahao Zhang, Chenbei Lu, Hongyu Yi, et al.
Applied Energy (2025) Vol. 382, pp. 125233-125233
Closed Access
Jiahao Zhang, Chenbei Lu, Hongyu Yi, et al.
Applied Energy (2025) Vol. 382, pp. 125233-125233
Closed Access
Energy disaggregation via Bayesian non-negative matrix factorization with sum-to-k constraint
Oumayma Dalhoumi, Manar Amayri, Nizar Bouguila
Annals of Mathematics and Artificial Intelligence (2025)
Closed Access
Oumayma Dalhoumi, Manar Amayri, Nizar Bouguila
Annals of Mathematics and Artificial Intelligence (2025)
Closed Access
Multimodal feature fusion and ensemble learning for non-intrusive occupancy monitoring using smart meters
Sakib Mahmud, Fayçal Bensaali, Muhammad E. H. Chowdhury, et al.
Building and Environment (2025), pp. 112635-112635
Open Access
Sakib Mahmud, Fayçal Bensaali, Muhammad E. H. Chowdhury, et al.
Building and Environment (2025), pp. 112635-112635
Open Access
Sub-Nyquist Harmonic Current Component Extraction using Band Pass Filters for NILM
G. A. Jung, G.Y. Kim, Sung‐Hoon Ahn
International Journal of Precision Engineering and Manufacturing-Green Technology (2025)
Open Access
G. A. Jung, G.Y. Kim, Sung‐Hoon Ahn
International Journal of Precision Engineering and Manufacturing-Green Technology (2025)
Open Access
NILM in high frequency domain: A critical review on recent trends and practical challenges
Petros G. Papageorgiou, Georgios C. Christoforidis, Aggelos S. Bouhouras
Renewable and Sustainable Energy Reviews (2025) Vol. 213, pp. 115497-115497
Open Access
Petros G. Papageorgiou, Georgios C. Christoforidis, Aggelos S. Bouhouras
Renewable and Sustainable Energy Reviews (2025) Vol. 213, pp. 115497-115497
Open Access
Sequence-to-point learning based on spatio-temporal attention fusion network for non-intrusive load monitoring
Shiqing Zhang, Youyao Fu, Xiaoming Zhao, et al.
Complex & Intelligent Systems (2025) Vol. 11, Iss. 3
Open Access
Shiqing Zhang, Youyao Fu, Xiaoming Zhao, et al.
Complex & Intelligent Systems (2025) Vol. 11, Iss. 3
Open Access
Load Identification with Photovoltaic Distributed Generation and a Novel Public High-Frequency Dataset
Everton Luiz de Aguiar, Ricardo Bernardi, André Eugênio Lazzaretti, et al.
Journal of Control Automation and Electrical Systems (2025)
Open Access
Everton Luiz de Aguiar, Ricardo Bernardi, André Eugênio Lazzaretti, et al.
Journal of Control Automation and Electrical Systems (2025)
Open Access
General NILM Methodology for Algorithm Parametrization, Optimization and Performance Evaluation
Matthias Maier, Simon Schramm
Buildings (2025) Vol. 15, Iss. 5, pp. 705-705
Open Access
Matthias Maier, Simon Schramm
Buildings (2025) Vol. 15, Iss. 5, pp. 705-705
Open Access
ResiDualNet: A novel electric vehicle charging data imputation technique to enhance load forecasting accuracy
Belal Mahmud Fahim, Mohammad Kaosain Akbar, Manar Amayri
Building Simulation (2025)
Closed Access
Belal Mahmud Fahim, Mohammad Kaosain Akbar, Manar Amayri
Building Simulation (2025)
Closed Access