nilm topic
attention-nilm
An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring
SynD
A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring
DeepDFML-NILM
A new CNN architecture to perform detection, feature extraction, and multi-label classification of loads, in non-intrusive load monitoring (NILM) approaches, with a single model for high-frequency sig...
MachineLearning_NILM
Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation
awesome-NILM-with-code
A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.
Electrical-Devices-Identification-Model
Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.
nilm-thresholding
:warning: This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load...
nilm
Energy Management Using Real-Time Non-Intrusive Load Monitoring
powermeter
An ESP32 based plug level electricity meter
NILM_with_PLAID_dataset
In this repository are available codes in python for implementation of classification of loads and event detection using PLAID dataset