MOREDataset / MORED
A Moroccan Buildings’ Electricity Consumption Dataset. MORED is made available by TICLab of the International University of Rabat (UIR), and the data collection was carried out as part of PVBuild research project, coordinated by Prof. Mounir Ghogho and funded by the United States Agency for International Development (USAID).
☆13Updated 2 years ago
Alternatives and similar repositories for MORED:
Users that are interested in MORED are comparing it to the libraries listed below
- ☆40Updated 2 years ago
- ☆43Updated last year
- ☆23Updated 4 years ago
- An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring☆44Updated 2 years ago
- ☆56Updated 3 years ago
- [NILM@SenSys 2020] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring☆70Updated 4 years ago
- Overview of research papers with focus on low frequency NILM employing DNNs☆23Updated 2 years ago
- Non-Intrusive Load Monitoring based on VAE model☆40Updated 3 years ago
- Codes to extract features from the V-I trajectory for the classification step in Non-Intrusive Load Monitoring (NILM) approaches.☆18Updated 3 years ago
- WaveNILM as published at ICASSP 2019☆33Updated 2 years ago
- This repo provides four weight pruning algorithms for use in sequence-to-point energy disaggregation as well as three alternative neural …☆39Updated 4 years ago
- ☆10Updated 8 months ago
- 非侵入式负荷检测，一个很水的毕设☆19Updated 4 years ago
- Deep-NILMtk is an open source package designed specifically for deep models applied to solve NILM. It implements the general NILM pipelin…☆32Updated last year
- BaseNILM is a tool for solving the energy dissagregation problem. It aims to give a baseline systems for both new and experience research…☆22Updated 7 months ago
- This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting …☆38Updated last year
- AMBAL-based NILM Trace generator☆19Updated 2 years ago
- GAN-NILM: Using Generative Adversarial Networks to perform Non-Intrusive Load Monitoring (aka load disaggregation)☆22Updated 3 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…☆47Updated 5 years ago
- Simple, fast and handy data loaders for NILM datasets to explore the data at convenience, provided with basic transformations like resamp…☆36Updated 5 months ago
- A new CNN architecture to perform detection, feature extraction, and multi-label classification of loads, in non-intrusive load monitorin…☆36Updated 2 years ago
- A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring☆28Updated 4 years ago
- Transfer Learning for Non-Intrusive Load Monitoring☆119Updated 4 years ago
- Easy to implement and customize an end-to-end machine learning pipeline for training the archiecture of seq2point model for energy disagg…☆10Updated 2 years ago
- A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.☆106Updated 4 months ago
- ☆12Updated 4 years ago
- Adaptive Recurrence Graph for Appliance classification in NILM.☆16Updated 4 years ago
- Multi-appliance-task Non-intrusive Load Monitoring with Limited Labeled Data☆16Updated last year
- ☆19Updated 4 years ago
- Notebook for Temporal Pooling NILM☆20Updated last year