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antgen

AMBAL-based NILM Trace generator

awesome-nilm-with-code

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

basenilm

BaseNILM is a tool for solving the energy dissagregation problem. It aims to give a baseline systems for both new and experience researchers within the area of energy disaggregation and Non-Intrusive Load Monitoring.

bert4nilm

[NILM'20] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring

bl0940-energy-meter-w-arduino

Support for the BL0490 Energy Meter IC using Arduino

buildsys_2015_neuralnilm

Presentation of Neural NILM for BuildSys 2015 conference in November 2015

cleanemonapp

Intuitive PWA (app) that enables seamless visualization of energy consumption data from the CleanEmon ecosystem

courseware-embedded-machine-learning

deps_nilm_dataset

DEPS: Dataset de la Escuela Politénica Superior

eeris_nilm

Non-intrusive load monitoring algorithms for project eeRIS

electricity-load-disaggregation

Smart meter load disaggregation with Hidden Markov Models

electricity_nilm

energy-disaggregation

energy-disaggregation-and-transfer-learning-using-deep-learning

This repository contains my implementation for Energy Disaggregation of appliances from mains consumption using stacked ensemble deep learning

energy-server

energy-smart-monitor_tfg

energymeter

An emonPi home energy monitoring system, modified to identify appliances using neural networks

enertalk-dataset

The ENERTALK Dataset, 15 Hz Electricity Consumption Data from 22 Houses in Korea

ev_load_disaggregation

gsp_energy_disaggregator

This contains the energy disaggregation code based on Graph Signal Processing approach

load-disaggregation

Load Disaggregation Python Library

lora-wireless-sensor-network

A wireless sensor network based on Lora and esp32C3. This repo will help you build a complete product from scratch to finish!

nilm

Energy Management Using Real-Time Non-Intrusive Load Monitoring

nilm-datasets

Collection of publicly available NILM (or power data in general) datsets

nilm-resources-

A list of repos with implemented energy disaggregation algorithms

nilm-uy

nilm_gjw_data

Non Intrusive Load Monitoring data repository and data converter for NILMTK

nilm_kbodurri

Code for our MPS 2019 paper entitled "A Machine Learning Approach for NILM based on Odd Harmonic Current Vectors"

nilmtk_practicas

ompm

Implementación de Nilmtk usando nuevo hardware basado en ESP32 un bus RS485 con 6 medidores PZEM004