Projects in Awesome Lists tagged with nilm-algorithms

A curated list of projects in awesome lists tagged with nilm-algorithms .

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https://github.com/nilmtk/nilmtk

Non-Intrusive Load Monitoring Toolkit (nilmtk)

algorithms disaggregation energy energy-disaggregation forecasting ipython-notebook nilm nilm-algorithms nilmtk python

Last synced: 15 May 2025

https://github.com/smakonin/SparseNILM

The super-state hidden Markov model disaggregator that uses a sparse Viterbi algorithm for decoding. This project contains the source code that was use for my IEEE Transactions on Smart Grid journal paper.

nilm nilm-algorithms

Last synced: 07 Apr 2025

https://github.com/ZhangRaymond/Neural-NILM

An Non-Intrusive Load Disaggregation method based on Neural Network. A sequence-to-sequence model and a sequence-to-point model are proposed.

nerual-network nilm-algorithms python3

Last synced: 07 Apr 2025

https://github.com/maechler/nnilm

A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.

keras neural-network nilm nilm-algorithms nilmtk non-intrusive-load-monitoring

Last synced: 23 Jan 2026

https://github.com/UCA-Datalab/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:warning: This repository is no longer actively maintained.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 data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.

convolutional-neural-networks deep-learning domestic-appliances gru monitoring neural-network nilm nilm-algorithms pytorch recurrent-neural-networks tensorflow thresholding thresholding-methods