Ecosyste.ms: Awesome

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: 27 Sep 2024

https://github.com/JackKelly/neuralnilm

Deep Neural Networks Applied to Energy Disaggregation

energy-disaggregation neural-network nilm

Last synced: 01 Aug 2024

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: 01 Aug 2024

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: 01 Aug 2024

https://github.com/JackKelly/neuralnilm_prototype

deep-learning energy energy-disaggregation neural-networks nilm

Last synced: 01 Aug 2024

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: 01 Aug 2024

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: 01 Aug 2024

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: 01 Aug 2024

https://github.com/jonathanrjpereira/Smart-Energy-Monitor

🔌 Load Monitoring and Energy Disaggregation on a RasPi

appliance-level-consumption arduino electronics energy-consumption energy-disaggregation energy-monitor hardware machine-learning naive-bayes-classifier raspberry-pi smarthome

Last synced: 01 Aug 2024

https://github.com/ihomelab/dnn4nilm_overview

Overview of NILM works employing Deep Neural Networks on low frequency data

energy-disaggregation nilm

Last synced: 01 Aug 2024

https://github.com/klemenjak/yomopie

A User-Oriented Energy Monitor to Enhance Energy Efficiency in Households

energy-disaggregation energy-efficiency energy-monitor home-automation open-hardware-electronics open-source raspberrypi smarthome smartmeter smartmetering

Last synced: 01 Oct 2024

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: 01 Aug 2024