A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.
☆142Aug 10, 2026Updated this week
Alternatives and similar repositories for awesome-NILM-with-code
Users that are interested in awesome-NILM-with-code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆78Mar 11, 2024Updated 2 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☆38Dec 8, 2023Updated 2 years ago
- ☆61Apr 19, 2021Updated 5 years ago
- A curated resources of awesome NILM resources☆214Apr 15, 2024Updated 2 years ago
- This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting …☆40Sep 14, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Easy to implement and customize an end-to-end machine learning pipeline for training the archiecture of seq2point model for energy disagg…☆12Feb 23, 2023Updated 3 years ago
- Energy Management Using Real-Time Non-Intrusive Load Monitoring☆98Sep 8, 2025Updated 11 months ago
- An archive for NILM papers with source code and other supplemental material☆146Jan 19, 2024Updated 2 years ago
- ☆28Nov 21, 2020Updated 5 years ago
- Seq2subseq method for NILM☆43Nov 13, 2019Updated 6 years ago
- Sequence-to-point learning for non-intrusive load monitoring☆117Jun 28, 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
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆72May 21, 2020Updated 6 years ago
- Non Intrusive Load Monitoring based on Graph Neural Networks and Representation Learning☆11Oct 18, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆141Aug 4, 2026Updated last week
- 非侵入式负荷检测，一个很水的毕设☆22May 16, 2020Updated 6 years ago
- ST-NILM is a new integrated architecture based on the Scattering Transform. It has a DCN (Deep Convolutional Network) with analytical wav…☆11Mar 2, 2024Updated 2 years ago
- Deep Neural Networks Applied to Energy Disaggregation☆160Mar 18, 2019Updated 7 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 last year
- An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring☆44Jun 25, 2022Updated 4 years ago
- Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profile…☆25Nov 18, 2021Updated 4 years ago
- ☆13Dec 29, 2020Updated 5 years ago
- Transfer Learning for Non-Intrusive Load Monitoring☆132Jul 5, 2020Updated 6 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.
- Overview of research papers with focus on low frequency NILM employing DNNs☆24Sep 1, 2022Updated 3 years ago
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆944Jul 20, 2026Updated 3 weeks ago
- Code for the experiments in "Sliding Window Approach for Online Energy Disaggregation Using Artificial Neural Networks"☆62Jun 27, 2020Updated 6 years ago
- This repo provides four weight pruning algorithms for use in sequence-to-point energy disaggregation as well as three alternative neural …☆42Apr 25, 2020Updated 6 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…☆30Jul 10, 2026Updated last month
- The ENERTALK Dataset, 15 Hz Electricity Consumption Data from 22 Houses in Korea☆26Dec 8, 2022Updated 3 years ago
- Sequence-to-point learning for non-intrusive load monitoring (energy disaggregation)☆78Jul 2, 2020Updated 6 years ago
- NILM (Non-intrusive Load Monitoring) 实验代码与结果 本仓库包含使用深度学习模型（LSTM、RNN 和 MultiHead Transformer）进行非侵入式负荷检测的代码和实验结果。NILM 技术用于从总负荷数据中提取各个电器的用电信…☆20Oct 21, 2024Updated last year
- ☆24May 12, 2020Updated 6 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.
- 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
- NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms☆119Jun 26, 2015Updated 11 years ago
- WaveNILM as published at ICASSP 2019☆33Sep 23, 2022Updated 3 years ago
- An aided linear integer programming (ALIP) non-intrusive load monitoring (NILM) algorithm.☆10Aug 31, 2017Updated 8 years ago
- Non intrusive load monitoring using machine learning☆22Feb 2, 2018Updated 8 years ago
- Non-Intrusive Appliance Load Monitoring (NILM) based on Convolutional Neural Networks for PyTorch☆11Sep 5, 2020Updated 5 years ago
- 复现中国电机工程学报《微电网两阶段鲁棒优化经济调度方法》☆14May 7, 2023Updated 3 years ago