NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms
☆119Jun 26, 2015Updated 10 years ago
Alternatives and similar repositories for nilm-eval
Users that are interested in nilm-eval are comparing it to the libraries listed below
Sorting:
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆924Nov 24, 2025Updated 3 months ago
- The super-state hidden Markov model disaggregator that uses a sparse Viterbi algorithm for decoding. This project contains the source cod…☆91Feb 25, 2018Updated 8 years ago
- Deep Neural Networks Applied to Energy Disaggregation☆159Mar 18, 2019Updated 7 years ago
- ☆137Jun 30, 2025Updated 8 months ago
- A curated resources of awesome NILM resources☆214Apr 15, 2024Updated last year
- Transfer Learning for Non-Intrusive Load Monitoring☆131Jul 5, 2020Updated 5 years ago
- Latent Bayesian melding for non-intrusive load monitoring (energy disaggregation)☆22May 8, 2019Updated 6 years ago
- An Non-Intrusive Load Disaggregation method based on Neural Network. A sequence-to-sequence model and a sequence-to-point model are propo…☆47Jun 10, 2019Updated 6 years ago
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆72May 21, 2020Updated 5 years ago
- Non intrusive load monitoring using machine learning☆21Feb 2, 2018Updated 8 years ago
- An aided linear integer programming (ALIP) non-intrusive load monitoring (NILM) algorithm.☆10Aug 31, 2017Updated 8 years ago
- Sequence-to-point learning for non-intrusive load monitoring (energy disaggregation)☆78Jul 2, 2020Updated 5 years ago
- Sequence-to-point learning for non-intrusive load monitoring☆112Jun 28, 2020Updated 5 years ago
- Code for the experiments in "Sliding Window Approach for Online Energy Disaggregation Using Artificial Neural Networks"☆62Jun 27, 2020Updated 5 years ago
- AMBAL-based NILM Trace generator☆23Sep 30, 2022Updated 3 years ago
- A schema for modelling meters, measurements, appliances, buildings etc☆53Jul 11, 2025Updated 8 months ago
- Codes to extract features from the V-I trajectory for the classification step in Non-Intrusive Load Monitoring (NILM) approaches.☆19Jan 25, 2022Updated 4 years ago
- Repo for am207 final project☆13May 6, 2016Updated 9 years ago
- ☆10Jul 31, 2017Updated 8 years ago
- An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring☆44Jun 25, 2022Updated 3 years ago
- Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monito…☆32Sep 24, 2020Updated 5 years ago
- ☆77Mar 11, 2024Updated 2 years ago
- ☆18Aug 26, 2015Updated 10 years ago
- Non-Intrusive Appliance Load Monitoring (NILM) based on Convolutional Neural Networks for PyTorch☆11Sep 5, 2020Updated 5 years ago
- Smart meter load disaggregation with Hidden Markov Models☆71Nov 27, 2020Updated 5 years ago
- A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring☆32Apr 7, 2020Updated 5 years ago
- 非侵入式负荷检测,一个很水的毕设☆21May 16, 2020Updated 5 years ago
- 完成我的毕业论文,顺便记录一下NILM(非侵入式负荷监测)的学习过程,帮助其他研究NILM的中国学生轻松上手☆34Dec 8, 2023Updated 2 years ago
- BaseNILM is a tool for solving the energy dissagregation problem. It aims to give a baseline systems for both new and experience research…☆30Jun 21, 2025Updated 9 months ago
- Adaptive Recurrence Graph for Appliance classification in NILM.☆20Sep 6, 2020Updated 5 years ago
- MEED: An Unsupervised Multi-Environment Event-Detector for Non-Intrusive Load Monitoring☆10Mar 25, 2023Updated 2 years ago
- Deep-NILMtk is an open source package designed specifically for deep models applied to solve NILM. It implements the general NILM pipelin…☆35May 31, 2023Updated 2 years ago
- This repo provides four weight pruning algorithms for use in sequence-to-point energy disaggregation as well as three alternative neural …☆40Apr 25, 2020Updated 5 years ago
- A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.☆133Nov 10, 2024Updated last year
- A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.☆36Dec 17, 2019Updated 6 years ago
- The tracebase appliance-level power consumption data set☆41Feb 26, 2020Updated 6 years ago
- ☆12Jul 30, 2024Updated last year
- Energy disaggregation - Deep learning approach.☆11Feb 2, 2018Updated 8 years ago
- Energy Management Using Real-Time Non-Intrusive Load Monitoring☆92Sep 8, 2025Updated 6 months ago