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Awesome Nilm With Code ⭐ 45

A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.

Energy Management Using Real-Time Non-Intrusive Load Monitoring

Nilm Thresholding ⭐ 28

⚠️ This repository is no longer actively maintained.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.

Neuralnilm_prototype ⭐ 26

Lowfreq_dnn Nilm ⭐ 20

Overview of research papers with focus on low frequency NILM employing DNNs

Machinelearning_nilm ⭐ 10

Undergraduate research by Yuzhe Lim @ Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation

An Open Source Grid Intelligence Platform for Everyone

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