Statistical and Electrical Features Evaluation for Electrical Appliances Energy Disaggregation

by Pascal A. Schirmer, Iosif Mporas
Published 2019-06-01

MC-NILM: A Multi-Chain Disaggregation Method for NILM

by Hao Ma, Juncheng Jia, Xinhao Yang, Weipeng Zhu, Hong Zhang
Published 2021-07-01

A Dataset for Non-Intrusive Load Monitoring: Design and Implementation

by Douglas Paulo Bertrand Renaux, Fabiana Pottker, Hellen Cristina Ancelmo, André Eugenio Lazzaretti, Carlos Raiumundo Erig Lima, Robson Ribeiro Linhares, Elder Oroski, Lucas da Silva Nolasco, Lucas Tokarski Lima, Bruna Machado Mulinari, José Reinaldo Lopes da Silva, Júlio Shigeaki Omori, Rodrigo Braun dos Santos
Published 2020-10-01

Comparative Evaluation of Machine Learning Models and Input Feature Space for Non-intrusive Load Monitoring

by Attique Ur Rehman, Tek Tjing Lie, Brice Valles, Shafiqur Rahman Tito
Published 2021-01-01

Competitive Autoassociative Neural Networks for Electrical Appliance Identification for Non-Intrusive Load Monitoring

by Lorena R. Morais, Adriana R. G. Castro
Published 2019-01-01

Improving Residential Load Disaggregation for Sustainable Development of Energy via Principal Component Analysis

by Arash Moradzadeh, Omid Sadeghian, Kazem Pourhossein, Behnam Mohammadi-Ivatloo, Amjad Anvari-Moghaddam
Published 2020-04-01

Non-Intrusive Load Monitoring Approaches for Disaggregated Energy Sensing: A Survey

by Ahmed Zoha, Alexander Gluhak, Muhammad Ali Imran, Sutharshan Rajasegarar
Published 2012-12-01

Energy Disaggregation Using Elastic Matching Algorithms

by Pascal A. Schirmer, Iosif Mporas, Michael Paraskevas
Published 2020-01-01

Comparative Evaluation of Non-Intrusive Load Monitoring Methods Using Relevant Features and Transfer Learning

by Sarra Houidi, Dominique Fourer, François Auger, Houda Ben Attia Sethom, Laurence Miègeville
Published 2021-05-01

Non-Intrusive Load Identification Method Based on Improved Long Short Term Memory Network

by Jiateng Song, Hongbin Wang, Mingxing Du, Lei Peng, Shuai Zhang, Guizhi Xu
Published 2021-01-01

State of art overview of Non-Intrusive Load Monitoring applications in smart grids

by Giovanni Bucci, Fabrizio Ciancetta, Edoardo Fiorucci, Simone Mari, Andrea Fioravanti
Published 2021-12-01

Non-Intrusive Load Monitoring for Residential Appliances with Ultra-Sparse Sample and Real-Time Computation

by Minzheng Hu, Shengyu Tao, Hongtao Fan, Xinran Li, Yaojie Sun, Jie Sun
Published 2021-08-01

Temporal Patternization of Power Signatures for Appliance Classification in NILM

by Hwan Kim, Sungsu Lim
Published 2021-05-01

Pre-Processing of Energy Demand Disaggregation Based Data Mining Techniques for Household Load Demand Forecasting

by Ahmed F. Ebrahim, Osama A. Mohammed
Published 2018-07-01

On the Use of Concentrated Time–Frequency Representations as Input to a Deep Convolutional Neural Network: Application to Non Intrusive Load Monitoring

by Sarra Houidi, Dominique Fourer, François Auger
Published 2020-08-01

Identification d’appareils électriques par analyse des courants de mise en marche

by Nait Meziane, Mohamed
Published 2016

Non-intrusive load monitoring based on low frequency active power measurements

by Chinthaka Dinesh, Roshan Indika Godaliyadda, Mervyn Parakrama B. Ekanayake, Janaka Ekanayake, Pramuditha Perera
Published 2016-03-01