This repository is no longer actively maintained.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 3 years ago
Alternatives and similar repositories for nilm-thresholding
Users that are interested in nilm-thresholding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Non Intrusive Load Monitoring based on Graph Neural Networks and Representation Learning☆11Oct 18, 2022Updated 4 years ago
- Seq2subseq method for NILM☆43Nov 13, 2019Updated 6 years ago
- Notebook for Temporal Pooling NILM☆21May 10, 2023Updated 3 years ago
- GAN-NILM: Using Generative Adversarial Networks to perform Non-Intrusive Load Monitoring (aka load disaggregation)☆26Jul 19, 2021Updated 5 years ago
- [NILM@SenSys 2020] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring☆81Dec 5, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- An archive for NILM papers with source code and other supplemental material☆146Jan 19, 2024Updated 2 years ago
- Adaptive Recurrence Graph for Appliance classification in NILM.☆19Sep 6, 2020Updated 6 years ago
- ☆11Jul 3, 2023Updated 3 years ago
- A curated resources of awesome NILM resources☆221Apr 15, 2024Updated 2 years ago
- Code for the experiments in "Sliding Window Approach for Online Energy Disaggregation Using Artificial Neural Networks"☆62Jun 27, 2020Updated 6 years ago
- Deep Neural Networks Applied to Energy Disaggregation☆162Mar 18, 2019Updated 7 years ago
- Plots (using NILMTK) for my UK-DALE dataset paper☆12Jan 12, 2015Updated 11 years ago
- A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.☆148Sep 15, 2026Updated last month
- ☆44May 20, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆14Dec 7, 2023Updated 2 years ago
- ☆11Jul 30, 2024Updated 2 years ago
- ☆27Nov 21, 2020Updated 5 years ago
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆73May 21, 2020Updated 6 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
- A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.☆37Dec 17, 2019Updated 6 years ago
- Overview of NILM works employing Deep Neural Networks on low frequency data☆14Apr 23, 2021Updated 5 years ago
- In this repository are available codes in python for implementation of classification of loads and event detection using PLAID dataset☆26Jun 14, 2022Updated 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 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Energy Management Using Real-Time Non-Intrusive Load Monitoring☆107Sep 8, 2025Updated last year
- 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☆39Dec 8, 2023Updated 2 years ago
- ☆24May 12, 2020Updated 6 years ago
- ☆11Sep 6, 2021Updated 5 years ago
- The current notebook implements a simple disaggregator for deep-nilmtk models compatible with NILMtk.☆11Jan 14, 2023Updated 3 years ago
- Deep-NILMtk is an open source package designed specifically for deep models applied to solve NILM. It implements the general NILM pipelin…☆36May 31, 2023Updated 3 years ago
- Mixed-Integer Nonlinear Programming for NILM☆10Jun 25, 2022Updated 4 years ago
- ☆23Dec 12, 2019Updated 6 years ago
- Simple, fast and handy data loaders for NILM datasets to explore the data at convenience, provided with basic transformations like resamp…☆42Oct 31, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Short Term Load Forecasting with ES-adRNN☆17Dec 8, 2022Updated 3 years ago
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆963Jul 20, 2026Updated 3 months ago
- Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profile…☆25Nov 18, 2021Updated 4 years ago
- ☆10Jul 31, 2017Updated 9 years ago
- ☆10May 30, 2021Updated 5 years ago
- NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms☆120Jun 26, 2015Updated 11 years ago
- Smart meter load disaggregation with Hidden Markov Models☆74Nov 27, 2020Updated 5 years ago