UCA-Datalab / nilm-thresholdingView external linksLinks
This repository is no longer actively maintained.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.
☆40Sep 14, 2023Updated 2 years ago
Alternatives and similar repositories for nilm-thresholding
Users that are interested in nilm-thresholding are comparing it to the libraries listed below
Sorting:
- Notebook for Temporal Pooling NILM☆21May 10, 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 …☆41Apr 25, 2020Updated 5 years ago
- Seq2subseq method for NILM☆44Nov 13, 2019Updated 6 years ago
- GAN-NILM: Using Generative Adversarial Networks to perform Non-Intrusive Load Monitoring (aka load disaggregation)☆26Jul 19, 2021Updated 4 years ago
- An archive for NILM papers with source code and other supplemental material☆139Jan 19, 2024Updated 2 years ago
- ☆46Apr 11, 2022Updated 3 years ago
- Adaptive Recurrence Graph for Appliance classification in NILM.☆20Sep 6, 2020Updated 5 years ago
- Code for the experiments in "Sliding Window Approach for Online Energy Disaggregation Using Artificial Neural Networks"☆63Jun 27, 2020Updated 5 years ago
- ☆43May 20, 2023Updated 2 years ago
- ST-NILM is a new integrated architecture based on the Scattering Transform. It has a DCN (Deep Convolutional Network) with analytical wav…☆12Mar 2, 2024Updated last year
- ☆57Jan 29, 2018Updated 8 years ago
- Plots (using NILMTK) for my UK-DALE dataset paper☆12Jan 12, 2015Updated 11 years ago
- 非侵入式负荷检测，一个很水的毕设☆20May 16, 2020Updated 5 years ago
- ☆137Jun 30, 2025Updated 7 months 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
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆72May 21, 2020Updated 5 years ago
- Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.☆144Apr 20, 2021Updated 4 years ago
- This package contains codes for the paper Multi-label Learning for Appliances Recognition in NILM using Fryze-Current Decomposition and C…☆10Dec 29, 2022Updated 3 years ago
- Energy Management Using Real-Time Non-Intrusive Load Monitoring☆89Sep 8, 2025Updated 5 months ago
- ☆13Mar 15, 2021Updated 4 years ago
- In this repository are available codes in python for implementation of classification of loads and event detection using PLAID dataset☆27Jun 14, 2022Updated 3 years ago
- The code to reproduce all the numerical results and the plots of the paper.☆17Sep 9, 2021Updated 4 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
- AMBAL-based NILM Trace generator☆23Sep 30, 2022Updated 3 years ago
- ☆23Dec 12, 2019Updated 6 years ago
- ☆25May 12, 2020Updated 5 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 7 months ago
- Non Intrusive Load Monitoring data repository and data converter for NILMTK☆11Feb 10, 2017Updated 9 years ago
- ☆10Jul 31, 2017Updated 8 years ago
- Smart meter load disaggregation with Hidden Markov Models☆71Nov 27, 2020Updated 5 years ago
- This contains the energy disaggregation code based on Graph Signal Processing approach☆28Mar 24, 2022Updated 3 years ago
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆914Nov 24, 2025Updated 2 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
- NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms☆119Jun 26, 2015Updated 10 years ago
- A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring☆31Apr 7, 2020Updated 5 years ago
- Python library for the enigma machine☆16Mar 7, 2024Updated last year
- An application that displays a map and graphs showing solar irradiance forecasts in solar farms in Georgia using data from the National S…☆10Oct 15, 2021Updated 4 years ago
- IPython Notebook to explore PLAID dataset☆36Jun 17, 2024Updated last year
- ☆11Nov 27, 2020Updated 5 years ago