Retraction
A review disaggregation method in non-intrusive appliance load monitoring
Paper Information
Record ID:
41775
Journal:
Publication Date:
August 05, 2016
Retraction Date:
November 26, 2020
(5.0 years years ago)
Subject:
Broad Categories:
Engineering
Engineering
Specific Fields:
Engineering - Electrical
Engineering - Electrical
Institutions:
Country:
🇲🇾 MalaysiaArticle Type:
Publisher:
Elsevier
Open Access:
Yes
PubMed ID:
Not indexed in PubMed
Retraction PubMed ID:
Not indexed in PubMed
Retraction Details
Citations (105)
105
Total Citations39
Post-Retraction(37.1%)
66
Pre-Retraction0
Same DayPost-Retraction Citation Analysis
3
Within 30 days
18
Within 1 year
9
After 2+ years
1678
Days since retraction (latest)
Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation
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IEEE Transactions on Emerging Topics in Computing
Open Access
Published: May 2020
67 citations
67 citations
199 days before retraction
Estimating Demand Response Flexibility of Smart Home Appliances via NILM Algorithm
Hu Yue, Kai Yan, Jianjun Zhao et al. (6 authors)
2020 IEEE 4th Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)
Published: May 2020
17 citations
17 citations
205 days before retraction
A Deep Recurrent Neural Network for Non-Intrusive Load Monitoring Based on Multi-Feature Input Space and Post-Processing
Hasan Rafiq, Xiaohan Shi, Hengxu Zhang et al. (5 authors)
Energies
Open Access
Published: May 2020
42 citations
42 citations
208 days before retraction
Modeling energy flow in natural gas networks using time series disaggregation and fuzzy systems tuned by particle swarm optimization
S. Askari, Nader Montazerin, M.H. Fazel Zarandi
Applied Soft Computing
Published: Apr 2020
13 citations
13 citations
218 days before retraction
Robust event-based non-intrusive appliance recognition using multi-scale wavelet packet tree and ensemble bagging tree
Yassine Himeur, Abdullah Alsalemi, Fayçal Bensaali et al. (4 authors)
Applied Energy
Open Access
Published: Apr 2020
107 citations
107 citations
220 days before retraction
Non-Intrusive Load Disaggregation by Convolutional Neural Network and Multilabel Classification
Luca Massidda, Marino Marrocu, Simone Manca
Applied Sciences
Open Access
Published: Feb 2020
81 citations
81 citations
279 days before retraction
Disaggregated Power System Signal Recognition Using Capsule Network
Liston Matindife, Yanxia Sun, Zenghui Wang
Communications in computer and information science
Published: Jan 2020
2 citations
2 citations
330 days before retraction
PB-NILM: Pinball Guided Deep Non-Intrusive Load Monitoring
Eduardo Rodrigues Gomes, Lucas Pereira
IEEE Access
Open Access
Published: Jan 2020
45 citations
45 citations
330 days before retraction
Nonintrusive Load Monitoring of Variable Speed Drive Cooling Systems
Peter Lindahl, Muhammad Tauha Ali, Peter R. Armstrong et al. (7 authors)
IEEE Access
Open Access
Published: Jan 2020
6 citations
6 citations
330 days before retraction
Understanding the practical issues of deploying energy monitoring and eco-feedback technology in the wild: Lesson learned from three long-term deployments
Lucas Pereira, Nuno Nunes
Energy Reports
Open Access
Published: Dec 2019
17 citations
17 citations
337 days before retraction
Regional nonintrusive load monitoring for low voltage substations and distributed energy resources
Shuangyuan Wang, Ran Li, A.N. Evans et al. (4 authors)
Applied Energy
Open Access
Published: Dec 2019
28 citations
28 citations
350 days before retraction
A New Simulated Database for Classification Comparison in Power Signature Analysis
Hellen Cristina Ancelmo, Bruna Machado Mulinari, Fabiana Pöttker et al. (10 authors)
Unknown Journal
Published: Dec 2019
4 citations
4 citations
361 days before retraction
A Transient and Steady-State Power Signature Feature Extraction Using Different Prony's Methods
Hellen Cristina Ancelmo, Flavio Lori Grando, Bruna Machado Mulinari et al. (10 authors)
Unknown Journal
Published: Dec 2019
6 citations
6 citations
361 days before retraction
Applications of Non-Intrusive Load Monitoring Towards Smart and Sustainable Power Grids: A System Perspective
Attique Ur Rehman, Shafiqur Rahman Tito, Pieter Nieuwoudt et al. (7 authors)
Unknown Journal
Published: Nov 2019
11 citations
11 citations
391 days before retraction
High-Resolution Household Load Profiling and Evaluation of Rooftop PV Systems in Selected Houses in Qatar
Omar Alrawi, I. Safak Bayram, Sami G. Al‐Ghamdi et al. (4 authors)
Energies
Open Access
Published: Oct 2019
42 citations
42 citations
409 days before retraction
A New Set of Steady-State and Transient Features for Power Signature Analysis Based on V-I Trajectory
Bruna Machado Mulinari, Robson R. Linhares, Daniel Prado Campos et al. (10 authors)
Unknown Journal
Published: Sep 2019
28 citations
28 citations
452 days before retraction
Non-intrusive Load Identification Method Based on Integrated Intelligence Strategy
Zhiren Ren, Bo Tang, Wang Longfeng et al. (6 authors)
2022 27th International Conference on Automation and Computing (ICAC)
Published: Sep 2019
7 citations
7 citations
452 days before retraction
Multi-objective evolutionary algorithms applied to non-intrusive load monitoring
Ling Li, Li‐Yu Yang, Hao Chen et al. (5 authors)
Electric Power Systems Research
Published: Aug 2019
13 citations
13 citations
471 days before retraction
dsCleaner: A Python Library to Clean, Preprocess and Convert Non-Intrusive Load Monitoring Datasets
Manuel Pereira, Nuno Velosa, Lucas Pereira
Data
Open Access
Published: Aug 2019
12 citations
12 citations
472 days before retraction
Unsupervised algorithm for disaggregating low-sampling-rate electricity consumption of households
Jordan Holweger, Marina Dorokhova, Lionel Bloch et al. (5 authors)
Sustainable Energy Grids and Networks
Open Access
Published: Aug 2019
22 citations
22 citations
475 days before retraction
Identification of Similar Loads for Electric Power Management in Smart Grid
Rayana Kristina Schneider Barcelos, Wanderley Cardoso Celeste, Luís Otávio Rigo Júnior et al. (4 authors)
IEEE Latin America Transactions
Published: Aug 2019
6 citations
6 citations
483 days before retraction
Demonstration of a Smart Villa Energy Monitoring Platform in Qatar
Olivier Van Cutsem, I. Safak Bayram, Maher Kayal et al. (4 authors)
Unknown Journal
Published: Aug 2019
4 citations
4 citations
483 days before retraction
Non-intrusive Electricity Sub-metering in Selected Households in Qatar
I. Safak Bayram
Unknown Journal
Published: Aug 2019
4 citations
4 citations
483 days before retraction
Load Flexibility Forecast for DR Using Non-Intrusive Load Monitoring in the Residential Sector
Alexandre Lucas, Luca Lena Jansen, Nikoleta Andreadou et al. (5 authors)
Energies
Open Access
Published: Jul 2019
28 citations
28 citations
499 days before retraction
Quantifying flexibility of residential electric vehicle charging loads using non-intrusive load extracting algorithm in demand response
Hongshan Zhao, Xihui Yan, Hui Ren
Sustainable Cities and Society
Published: Jun 2019
69 citations
69 citations
528 days before retraction
NILM Techniques for Intelligent Home Energy Management and Ambient Assisted Living: A Review
A.E. Ruano, Álvaro Hernández, Jesús Ureña et al. (5 authors)
Energies
Open Access
Published: Jun 2019
235 citations
235 citations
535 days before retraction
Semisupervised refrigeration plant cooling disaggregation by means of deep neural network ensemble
Josep Cirera, Jesus A. Carino, Daniel Zurita et al. (4 authors)
Unknown Journal
Published: Jun 2019
2 citations
2 citations
544 days before retraction
Online end-use energy disaggregation via jump linear models
Valentina Breschi, Dario Piga, Alberto Bemporad
Control Engineering Practice
Published: May 2019
5 citations
5 citations
549 days before retraction
Household appliance recognition through a Bayes classification model
Da Yan, Yuan Jin, Hongsan Sun et al. (7 authors)
Sustainable Cities and Society
Published: Jan 2019
35 citations
35 citations
685 days before retraction
IoT-Based Home and Community Energy Management System in Jordan
Naeem Al-Oudat, Ahmad Aljaafreh, Ma’en Saleh et al. (4 authors)
Procedia Computer Science
Open Access
Published: Jan 2019
18 citations
18 citations
695 days before retraction
Training-Free Non-Intrusive Load Extracting of Residential Electric Vehicle Charging Loads
Hongshan Zhao, Xihui Yan, Libo Ma
IEEE Access
Open Access
Published: Jan 2019
17 citations
17 citations
695 days before retraction
Distribution Level Building Load Prediction Using Deep Learning
Abdulaziz Almalaq
Unknown Journal
Published: Jan 2019
695 days before retraction
Energy Disaggregation of Appliances Consumptions Using HAM Approach
Liu Hui, Qixiao Zou, Zipeng Zhang
IEEE Access
Open Access
Published: Jan 2019
65 citations
65 citations
695 days before retraction
Light-Weight Recurrent Deep Learning Algorithm for Non-Intrusive Load Monitoring
Mohammad Mobasher-Kashani, Jiaming Li, Suhuai Luo
Unknown Journal
Published: Jan 2019
6 citations
6 citations
695 days before retraction
Non-intrusive Load Monitoring Algorithms for Privacy Mining in Smart Grid
Zijian Zhang, Jialing He, Liehuang Zhu et al. (4 authors)
Springer eBooks
Published: Dec 2018
2 citations
2 citations
721 days before retraction
Automatic Power Signature Analysis using Prony's Method and Machine Learning-Based Classifiers
Hellen Cristina Ancelmo, Flavio Lori Grando, Clayton H. da Costa et al. (8 authors)
2018 2nd European Conference on Electrical Engineering and Computer Science (EECS)
Published: Dec 2018
2 citations
2 citations
726 days before retraction
Non-Intrusive Load Monitoring: A Multi-Agent Architecture and Results
Fabiana Pöttker, André Eugênio Lazzaretti, Douglas P. B. Renaux et al. (7 authors)
2018 2nd European Conference on Electrical Engineering and Computer Science (EECS)
Published: Dec 2018
4 citations
4 citations
726 days before retraction
Non-Intrusive Load Monitoring: an Architecture and its evaluation for Power Electronics loads
Douglas P. B. Renaux, Carlos R. Erig Lima, Fabiana Pöttker et al. (9 authors)
2022 IEEE International Power Electronics and Application Conference and Exposition (PEAC)
Published: Nov 2018
9 citations
9 citations
756 days before retraction
Implementation Strategy of Convolution Neural Networks on Field Programmable Gate Arrays for Appliance Classification Using the Voltage and Current (V-I) Trajectory
Darío Baptista, Sheikh Shanawaz Mostafa, Lucas Pereira et al. (5 authors)
Energies
Open Access
Published: Sep 2018
38 citations
38 citations
801 days before retraction
Shipboard Fault Detection Through Nonintrusive Load Monitoring: A Case Study
Peter Lindahl, Daisy H. Green, Gregory Bredariol et al. (6 authors)
IEEE Sensors Journal
Published: Sep 2018
47 citations
47 citations
812 days before retraction
Deep Neural Network Based Non-Intrusive Load Status Recognition
Arnav Kundu, Gandhali Prakash Juvekar, Katherine Davis
Unknown Journal
Published: Sep 2018
7 citations
7 citations
817 days before retraction
Uma revisão bibliométrica sobre a identificação de cargas similares em Smart Grid
Victor Pereira Firmes, Wanderley Cardoso Celeste
Research Society and Development
Open Access
Published: Aug 2018
2 citations
2 citations
826 days before retraction
Monitoring time‐varying residential load operation modes: an efficient signal disaggregation approach
Li Zhu, Changle Zhou, Zhaoyang Qu et al. (4 authors)
IEEJ Transactions on Electrical and Electronic Engineering
Open Access
Published: Jul 2018
1 citation
1 citation
861 days before retraction
Classifier economics of Semi-Intrusive Load Monitoring
Fangyuan Xu, Baifu Huang, Cun Xin et al. (7 authors)
International Journal of Electrical Power & Energy Systems
Published: Jun 2018
19 citations
19 citations
908 days before retraction
Performance evaluation in non‐intrusive load monitoring: Datasets, metrics, and tools—A review
Lucas Pereira, Nuno Nunes
Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
Open Access
Published: May 2018
176 citations
176 citations
919 days before retraction
Hybrid Iterative Algorithm for Non-Intrusive Load Disaggregation
Muhammad Ahsan Ayub, Naveed Ul Hassan, Chau Yuen
Unknown Journal
Published: May 2018
4 citations
4 citations
940 days before retraction
Non-Intrusive A/C Load Disaggregation Using Deep Learning
Jin Cho, Zhen Hu, Mina Sartipi
Unknown Journal
Published: Apr 2018
17 citations
17 citations
970 days before retraction
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
Yi Wang, Qixin Chen, Tao Hong et al. (4 authors)
IEEE Transactions on Smart Grid
Open Access
Published: Mar 2018
483 citations
483 citations
980 days before retraction
Jump model learning and filtering for energy end-use disaggregation
Valentina Breschi, Dario Piga, Alberto Bemporad
IFAC-PapersOnLine
Open Access
Published: Jan 2018
1 citation
1 citation
1060 days before retraction
Load Signatures Identification Based on Real Power Fluctuations
El Bouazzaoui Cherraqi, Abdelilah Maach
Advances in intelligent systems and computing
Published: Dec 2017
3 citations
3 citations
1091 days before retraction
Quick Stats
Total Citations:
105
Years Since Retraction:
5.0 years
Open Access:
Yes
Last Checked:
Jul 24, 2025