Synergistic Non-Intrusive Load Monitoring: Dual-Model Training and Inference for Improved Load Disaggregation Prediction by Mazen Bouchur, Andreas Reinhardt

Subjects: “…load disaggregation…”
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Identification of the State of Electrical Appliances with the Use of a Pulse Signal Generator by Augustyn Wójcik, Piotr Bilski, Robert Łukaszewski, Krzysztof Dowalla, Ryszard Kowalik

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Identification of TV Channel Watching from Smart Meter Data Using Energy Disaggregation by Pascal A. Schirmer, Iosif Mporas, Akbar Sheikh-Akbari

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A data-driven approach for the disaggregation of building-sector heating and cooling loads from hourly utility load data by Yinbo Hu, Michael Waite, Evan Patz, Bainan Xia, Yixing Xu, Daniel Olsen, Naveen Gopan, Vijay Modi

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Building a Graph Signal Processing Model Using Dynamic Time Warping for Load Disaggregation by Kanghang He, Vladimir Stankovic, Lina Stankovic

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Non-Intrusive Load Disaggregation Based on a Multi-Scale Attention Residual Network by Liguo Weng, Xiaodong Zhang, Junhao Qian, Min Xia, Yiqing Xu, Ke Wang

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Neural Load Disaggregation: Meta-Analysis, Federated Learning and Beyond by Hafsa Bousbiat, Yassine Himeur, Iraklis Varlamis, Faycal Bensaali, Abbes Amira

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Deep Learning Based Non-Intrusive Load Monitoring for a Three-Phase System by B. Gowrienanthan, N. Kiruthihan, K. D. I. S. Rathnayake, S. Kiruthikan, V. Logeeshan, S. Kumarawadu, C. Wanigasekara

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On a Training-Less Solution for Non-Intrusive Appliance Load Monitoring Using Graph Signal Processing by Bochao Zhao, Lina Stankovic, Vladimir Stankovic

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A Field Study of Nonintrusive Load Monitoring Devices and Implications for Load Disaggregation by Ebony Mayhorn, Joshua Butzbaugh, Alan Meier

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Comprehensive NILM Framework: Device Type Classification and Device Activity Status Monitoring Using Capsule Network by Dipayan Saha, Arnab Bhattacharjee, Dhiman Chowdhury, Eklas Hossain, Md Moinul Islam

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A Novel Nonintrusive Load Monitoring Approach based on Linear-Chain Conditional Random Fields by Hui He, Zixuan Liu, Runhai Jiao, Guangwei Yan

Subjects: “…load disaggregation…”
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Evaluation of Deep Learning-Based Non-Intrusive Thermal Load Monitoring by Kazuki Okazawa, Naoya Kaneko, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Francky Catthoor, Takao Onoye

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A Nonintrusive Load Monitoring Method for Office Buildings Based on Random Forest by Zaixun Ling, Qian Tao, Jingwen Zheng, Ping Xiong, Manjia Liu, Ziwei Xiao, Wenjie Gang

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Load Disaggregation via Pattern Recognition: A Feasibility Study of a Novel Method in Residential Building by Younghoon Kwak, Jihyun Hwang, Taewon Lee

Subjects: “…load disaggregation…”
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A Practical Load Disaggregation Approach for Monitoring Industrial Users Demand with Limited Data Availability by Sara Tavakoli, Kaveh Khalilpour

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Load Disaggregation Using Microscopic Power Features and Pattern Recognition by Wesley Angelino de Souza, Fernando Deluno Garcia, Fernando Pinhabel Marafão, Luiz Carlos Pereira da Silva, Marcelo Godoy Simões

Subjects: “…load disaggregation…”
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Probabilistic Short-Term Load Forecasting Incorporating Behind-the-Meter (BTM) Photovoltaic (PV) Generation and Battery Energy Storage Systems (BESSs) by Ji-Won Cha, Sung-Kwan Joo

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Improving Event-Based Non-Intrusive Load Monitoring Using Graph Signal Processing by Bochao Zhao, Kanghang He, Lina Stankovic, Vladimir Stankovic

Subjects: “…Load disaggregation…”
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Non-Intrusive Load Identification Using Reconstructed Voltage–Current Images by Dongning Jia, Yunxin Li, Zehua Du, Jiali Xu, Bo Yin

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