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
Alternatives and similar repositories for NILM-Chinese
Users that are interested in NILM-Chinese are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 非侵入式负荷检测,一个很水的毕设☆22May 16, 2020Updated 6 years ago
- A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.☆147Sep 15, 2026Updated 3 weeks ago
- ☆47Apr 11, 2022Updated 4 years ago
- The current notebook implements a simple disaggregator for deep-nilmtk models compatible with NILMtk.☆11Jan 14, 2023Updated 3 years ago
- Non-Intrusive Appliance Load Monitoring (NILM) based on Convolutional Neural Networks for PyTorch☆11Sep 5, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆73May 21, 2020Updated 6 years ago
- ☆77Mar 11, 2024Updated 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…☆36May 31, 2023Updated 3 years ago
- ☆61Apr 19, 2021Updated 5 years ago
- Non-Intrusive Load Monitoring based on VAE model☆43Apr 19, 2021Updated 5 years ago
- 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
- GAN-NILM: Using Generative Adversarial Networks to perform Non-Intrusive Load Monitoring (aka load disaggregation)☆26Jul 19, 2021Updated 5 years ago
- ☆27Nov 21, 2020Updated 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- This repository is no longer actively maintained.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 3 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.
- Seq2subseq method for NILM☆43Nov 13, 2019Updated 6 years ago
- A curated resources of awesome NILM resources☆220Apr 15, 2024Updated 2 years ago
- Notebook for Temporal Pooling NILM☆21May 10, 2023Updated 3 years ago
- Energy Management Using Real-Time Non-Intrusive Load Monitoring☆106Sep 8, 2025Updated last year
- 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
- An archive for NILM papers with source code and other supplemental material☆146Jan 19, 2024Updated 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…☆11Mar 2, 2024Updated 2 years ago
- ☆10Jul 31, 2017Updated 9 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 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
- Deep Neural Networks Applied to Energy Disaggregation☆162Mar 18, 2019Updated 7 years ago
- NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms☆120Jun 26, 2015Updated 11 years ago
- Non Intrusive Load Monitoring based on Graph Neural Networks and Representation Learning☆11Oct 18, 2022Updated 3 years ago
- ☆14Dec 7, 2023Updated 2 years ago
- AMBAL-based NILM Trace generator☆23Sep 30, 2022Updated 4 years ago
- Neural nilm python 3.3☆13Mar 1, 2021Updated 5 years ago
- ☆19Aug 26, 2015Updated 11 years ago
- ☆15Mar 15, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.☆37Dec 17, 2019Updated 6 years ago
- use TCN and Transformer model for "Hourly Energy Consumption" data☆15Apr 29, 2022Updated 4 years ago
- ☆145Aug 4, 2026Updated 2 months ago
- Adaptive Recurrence Graph for Appliance classification in NILM.☆19Sep 6, 2020Updated 6 years ago
- Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.☆144Apr 20, 2021Updated 5 years ago
- Transfer Learning for Non-Intrusive Load Monitoring☆135Jul 5, 2020Updated 6 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