Projects in Awesome Lists tagged with nilm
A curated list of projects in awesome lists tagged with nilm .
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/JackKelly/neuralnilm
Deep Neural Networks Applied to Energy Disaggregation
energy-disaggregation neural-network nilm
Last synced: 07 Apr 2025
https://github.com/jackkelly/neuralnilm
Deep Neural Networks Applied to Energy Disaggregation
energy-disaggregation neural-network nilm
Last synced: 13 Sep 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.
Last synced: 07 Apr 2025
https://github.com/ChristoferNal/multi-nilm
Multi-NILM: Multi Label Non Intrusive Load Monitoring
1d-sax blind-source-separation boss dft energy-disaggregation multi-label multi-label-nilm multi-nilm nilm non-intrusive-load-monitoring paa sax sfa signal2vec time-series time-series-embedding time-series-representations weasel
Last synced: 07 Apr 2025
https://github.com/JackKelly/neuralnilm_prototype
deep-learning energy energy-disaggregation neural-networks nilm
Last synced: 06 Apr 2025
https://github.com/jackkelly/neuralnilm_prototype
deep-learning energy energy-disaggregation neural-networks nilm
Last synced: 14 Jul 2025
https://github.com/goruck/nilm
Energy Management Using Real-Time Non-Intrusive Load Monitoring
deep-learning edge-computing energy-disaggregation energy-management nilm tensorflow-lite tensorflow2
Last synced: 08 May 2025
https://github.com/mahnoor-shahid/nilm_analyzer
Simple, fast and handy data loaders for NILM datasets to explore the data at convenience, provided with basic transformations like resampling, normalization and extract activities by thresholding.
nilm non-intrusive-load-monitoring python
Last synced: 08 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:warning: This repository is no longer actively maintained.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
Last synced: 07 Apr 2025
https://github.com/louisyuzhe/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
deep deep-neural-networks denoising-autoencoders energy-disaggregation lstm-neural-networks machine-learning nilm resnet
Last synced: 06 Apr 2025
https://github.com/klemenjak/synd
A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring
datasets datasets-simulation energy-consumption energy-disaggregation nilm nilmtk non-intrusive-load-monitoring
Last synced: 09 Feb 2026
https://github.com/klemenjak/SynD
A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring
datasets datasets-simulation energy-consumption energy-disaggregation nilm nilmtk non-intrusive-load-monitoring
Last synced: 07 Apr 2025
https://github.com/mukkla/LowFreq_DNN-NILM
Overview of research papers with focus on low frequency NILM employing DNNs
disaggregation dnn energy-disaggregation nilm nilm-algorithms
Last synced: 07 Apr 2025
https://github.com/18D070001/Electrical-Devices-Identification-Model
Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.
colab-notebook electrical feature-engineering feature-extraction machine-learning nilm nilm-algorithms python-3 signal-processing
Last synced: 06 Apr 2025
https://github.com/ihomelab/dnn4nilm_overview
Overview of NILM works employing Deep Neural Networks on low frequency data
Last synced: 06 Apr 2025
https://github.com/SrdjanLL/SensibleNILM
Energy disaggregation - Deep learning approach.
deep-learning neural-networks nilm
Last synced: 07 Apr 2025
https://github.com/smakonin/RAE.dataset
Scripts of the the Rainforest Automation Energy Dataset (RAE dataset)
Last synced: 07 Apr 2025
https://github.com/circuitsetup/circuitsetup-energy-analyzer
Analyze energy patterns in your home. Identify potential issues with appliances. For Home Assistant
circuitsetup energy energy-data energy-meter home-assistant homeassistant metering nilm
Last synced: 14 Jun 2026
https://github.com/kbodurri/NILM
Code for our MPS 2019 paper entitled "A Machine Learning Approach for NILM based on Odd Harmonic Current Vectors"
energy energy-disaggregation machine-learning nilm scientific-publications sklearn supervised-learning
Last synced: 06 Apr 2025
https://github.com/jackkelly/buildsys_2015_neuralnilm
Presentation of Neural NILM for BuildSys 2015 conference in November 2015
Last synced: 02 Sep 2025
https://github.com/kehkok/nilmtk-ukdale
Group of Apprentices to learn NILMTK with UK-DALE
ai deep-learning machine-learning nilm nilmtk
Last synced: 08 Apr 2025
https://github.com/muleina/COMMIT-NILM
COMMIT-NILM: COMputational MonItoring Tool for NILM Algorithms
algorithms cloud-computing computation data-driven-model machine-learning monitoring nilm
Last synced: 06 Apr 2025
https://github.com/robeertm/shelly-energy-analyzer
Self-hosted energy monitoring, cost tracking and smart automation for Shelly EM / 3EM. Flask web app with 23 dashboards, dynamic spot tariffs, real ENTSO-E COâ‚‚ intensity, PV/solar, NILM appliance detection, MQTT/Home Assistant, InfluxDB/Prometheus, iOS widget. No cloud, no subscription.
dashboard dynamic-tariff energy-monitoring entsoe flask home-assistant home-automation influxdb iot mqtt nilm photovoltaic power-monitoring prometheus python self-hosted shelly shelly-em smart-home spot-price
Last synced: 24 May 2026
https://github.com/fair-acc/gremlin
GREMLIN — GReen Energy Monitoring for Large INfrastructures
anomaly-detection emi energy-monitoring nilm non-intrusive-load-monitoring power-disaggregation predictive-maintenance rf-fingerprinting
Last synced: 13 Jun 2026
https://github.com/jackkelly/nilm_workshop_talk_2016
Slides for my talk on "Does disaggregated electricity feedback reduce domestic electricity consumption? A systematic review of the literature"
energy-disaggregation nilm slides
Last synced: 11 Feb 2026
https://github.com/jackkelly/efl_talk
To view this presentation in your browser, go to:
energy energy-disaggregation nilm
Last synced: 26 Feb 2026
https://github.com/jackkelly/disaggregation_msc_code
The C++ code for my Computing MSc energy disaggregation project
disaggregation electricity electricity-consumption msc-project nilm nilm-algorithms
Last synced: 15 Aug 2025
https://github.com/hamza-cpp/nilm-sys
NILM-Sys focuses on optimizing energy consumption in buildings through Non-Intrusive Load Monitoring (NILM). By leveraging advanced neural network architectures, the system disaggregates aggregate power data to estimate the power usage of individual appliances, contributing to climate change mitigation by enhancing energy efficiency in building
attention-mechanism classification disaggregation docstring-documentation neural-network nilm regression scaling solid-principles transformers
Last synced: 27 Mar 2025
