Artificial Intelligence, Accelerated in Parallel Computing and Applied to Nonintrusive Appliance Load Monitoring for Residential Demand-Side Management in a Smart Grid: A Comparative Study

Non-Intrusive Load Disaggregation by Convolutional Neural Network and Multilabel Classification

(2020) Luca Massidda et al.   Applied Sciences-Basel

A Household Energy Efficiency Index Assessment Method Based on Non-Intrusive Load Monitoring Data

(2020) Xiangyu Kong et al.   Applied Sciences-Basel

New Design of a Supervised Energy Disaggregation Model Based on the Deep Neural Network for a Smart Grid

(2019) İsmail ÇAVDAR et al.   Energies

A Non-Intrusive Load Monitoring Algorithm Based on Non-Uniform Sampling of Power Data and Deep Neural Networks

(2019) Marco Fagiani et al.   Energies

Optimal Strategy to Select Load Identification Features by Using a Particle Resampling Algorithm

(2019) He et al.   Applied Sciences-Basel

Multi-Label Classification Based on Random Forest Algorithm for Non-Intrusive Load Monitoring System

(2019) Xin Wu et al.   Processes

Non-Intrusive Load Monitoring and Classification of Activities of Daily Living Using Residential Smart Meter Data

(2019) Michael A. Devlin et al.   IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

Statistical and Electrical Features Evaluation for Electrical Appliances Energy Disaggregation

(2019) Pascal A. Schirmer et al.   Sustainability

Non-Intrusive Load Disaggregation by Linear Classifier Group Considering Multi-Feature Integration

(2019) Jinying Yu et al.   Applied Sciences-Basel

A Hybrid Event Detection Approach for Non-Intrusive Load Monitoring

(2019) Mengqi Lu et al.   IEEE Transactions on Smart Grid

Residential Consumer-Centric Demand-Side Management Based on Energy Disaggregation-Piloting Constrained Swarm Intelligence: Towards Edge Computing

(2018) Yu-Hsiu Lin et al.   SENSORS

An Extensible Approach for Non-Intrusive Load Disaggregation With Smart Meter Data

(2018) Weicong Kong et al.   IEEE Transactions on Smart Grid

Accurate Energy Use Estimation for Nonintrusive Load Monitoring in Systems of Known Devices

(2018) Jacob A. Mueller et al.   IEEE Transactions on Smart Grid

A Supervised Event-Based Non-Intrusive Load Monitoring for Non-Linear Appliances

(2018) Zhuang Zheng et al.   Sustainability

Low-Rate Non-Intrusive Load Disaggregation with Graph Shift Quadratic Form Constraint

(2018) et al.   Applied Sciences-Basel

A Survey of Deep Learning: Platforms, Applications and Emerging Research Trends

(2018) William Grant Hatcher et al.   IEEE Access

Identification of the electrical load by C-means from non-intrusive monitoring of electrical signals in non-residential buildings

(2018) Emmanuel Guillén-García et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks

(2018) Leen De Baets et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Design and Implementation of an IoT-Oriented Energy Management System Based on Non-Intrusive and Self-Organizing Neuro-Fuzzy Classification as an Electrical Energy Audit in Smart Homes

(2018) Yu-Hsiu Lin   Applied Sciences-Basel

Electrical Energy Management Based on a Hybrid Artificial Neural Network-Particle Swarm Optimization-Integrated Two-Stage Non-Intrusive Load Monitoring Process in Smart Homes

(2018) Yu-Hsiu Lin et al.   Processes

Non-intrusive load monitoring through home energy management systems: A comprehensive review

(2017) Sayed Saeed Hosseini et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

On a Training-Less Solution for Non-Intrusive Appliance Load Monitoring Using Graph Signal Processing

(2016) Bochao Zhao et al.   IEEE Access

An Advanced Home Energy Management System Facilitated by Nonintrusive Load Monitoring With Automated Multiobjective Power Scheduling

(2015) Yu-Hsiu Lin et al.   IEEE Transactions on Smart Grid

The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes

(2015) Jack Kelly et al.   Scientific Data

A systematic approach to ON-OFF event detection and clustering analysis of non-intrusive appliance load monitoring

(2015) Chuan Choong Yang et al.   Frontiers in Energy

Disaggregated End-Use Energy Sensing for the Smart Grid

(2010) Jon Froehlich et al.   IEEE PERVASIVE COMPUTING