Energy Management Using Real-Time Non-Intrusive Load Monitoring
☆98Sep 8, 2025Updated 10 months ago
Alternatives and similar repositories for nilm
Users that are interested in nilm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- 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
- 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 2 weeks ago
- ☆12Jul 30, 2024Updated last year
- 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Neural nilm python 3.3☆13Mar 1, 2021Updated 5 years ago
- ☆61Apr 19, 2021Updated 5 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- This repository is no longer actively maintained.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
- Codes to extract features from the V-I trajectory for the classification step in Non-Intrusive Load Monitoring (NILM) approaches.☆20Jan 25, 2022Updated 4 years ago
- A curated resources of awesome NILM resources☆214Apr 15, 2024Updated 2 years ago
- An archive for NILM papers with source code and other supplemental material☆146Jan 19, 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☆37Dec 8, 2023Updated 2 years ago
- [NILM@SenSys 2020] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring☆81Dec 5, 2020Updated 5 years ago
- ☆28Nov 21, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ACM e-Energy23] Appliance Detection Using Very Low Frequency Smart Meters Time Series☆20Sep 29, 2025Updated 9 months ago
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆940Updated this week
- The current notebook implements a simple disaggregator for deep-nilmtk models compatible with NILMtk.☆11Jan 14, 2023Updated 3 years ago
- A new CNN architecture to perform detection, feature extraction, and multi-label classification of loads, in non-intrusive load monitorin…☆40May 25, 2022Updated 4 years ago
- A Moroccan Buildings’ Electricity Consumption Dataset. MORED is made available by TICLab of the International University of Rabat (UIR),…☆17Dec 18, 2025Updated 7 months ago
- Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monito…☆31Sep 24, 2020Updated 5 years ago
- Non Intrusive Load Monitoring based on Graph Neural Networks and Representation Learning☆11Oct 18, 2022Updated 3 years ago
- Non-Intrusive Appliance Load Monitoring (NILM) based on Convolutional Neural Networks for PyTorch☆11Sep 5, 2020Updated 5 years ago
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆72May 21, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- GAN-NILM: Using Generative Adversarial Networks to perform Non-Intrusive Load Monitoring (aka load disaggregation)☆26Jul 19, 2021Updated 5 years ago
- A schema for modelling meters, measurements, appliances, buildings etc☆54Updated this week
- Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profile…☆25Nov 18, 2021Updated 4 years ago
- ☆141Updated this week
- [VLDB 2024] ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series☆11Feb 12, 2025Updated last year
- The ENERTALK Dataset, 15 Hz Electricity Consumption Data from 22 Houses in Korea☆26Dec 8, 2022Updated 3 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
- 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
- Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.☆143Apr 20, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆24May 12, 2020Updated 6 years ago
- A serious game to support teaching and learning of topics of connected critical infrastructure in urban settings 🏙 🍃 💧 ⚡️ 🚗 👩💻☆10Dec 1, 2021Updated 4 years ago
- NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms☆119Jun 26, 2015Updated 11 years ago
- Collection of publicly available NILM (or power data in general) datsets☆13Aug 17, 2015Updated 10 years ago
- Seq2subseq method for NILM☆43Nov 13, 2019Updated 6 years ago
- Let's make it super easy to use weather forecast data☆22Jan 13, 2025Updated last year
- ☆13Dec 29, 2020Updated 5 years ago