A method combined federated learning and deep learning for household energy consumption
☆13Nov 27, 2024Updated last year
Alternatives and similar repositories for FHEC
Users that are interested in FHEC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A method combined federated learning, representation learning and deep learning for household energy consumption forecasting.☆14Nov 27, 2024Updated last year
- A web procedure for campus power management and operation. Established by wamp. The code uses HTML,CSS,JAVASCRIPT,PHP and SQL.☆15Jul 9, 2023Updated 2 years ago
- Several machine learning and deep learning method for household electricity consumption prediction☆13Jun 10, 2025Updated 10 months ago
- ☆20Feb 14, 2025Updated last year
- use federated learning to predict building energy consumption☆16Oct 23, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source code for our ICCEP paper "Secure short-term load forecasting for smart grids with transformer-based federated learning".☆17Nov 14, 2023Updated 2 years ago
- This code uses federated learning to forecast electrical power consumption of households while protecting data privacy.☆12Mar 9, 2024Updated 2 years ago
- ☆14Dec 11, 2024Updated last year
- This work develops a simple energy management algorithm for a residential hybrid system consisting of PV, battery storage, unreliable gri…☆21Jul 29, 2024Updated last year
- Self Supervised Learning for Time Series Using Similarity Distillation☆12Jun 29, 2022Updated 3 years ago
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated last year
- The ENERTALK Dataset, 15 Hz Electricity Consumption Data from 22 Houses in Korea☆25Dec 8, 2022Updated 3 years ago
- pFedDef: Defending Grey-Box Attacks for Personalized Federated Learning☆10May 31, 2023Updated 2 years ago
- Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework. My work at NCSU for…☆14Dec 11, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆12Dec 26, 2025Updated 3 months ago
- this project is to implement different deep learning architectures and evaluate them based on their performance on the hour-ahead electri…☆28Apr 3, 2021Updated 5 years ago
- ☆10Aug 13, 2022Updated 3 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year
- ☆11Jun 22, 2021Updated 4 years ago
- ☆13Sep 25, 2023Updated 2 years ago
- DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks☆13Jul 9, 2025Updated 9 months ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆23Sep 28, 2022Updated 3 years ago
- Edge Reinforcement Learning for Motor Control☆15Aug 13, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆39Nov 15, 2020Updated 5 years ago
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆15Oct 9, 2022Updated 3 years ago
- Distributed approach of scheduling residential EV charging to maintain reliability of power distribution grids.☆11Nov 1, 2023Updated 2 years ago
- A code from paper "A Global Modeling Framework for Load Forecasting in Distribution Networks"☆13Apr 11, 2023Updated 3 years ago
- ☆10Jul 22, 2025Updated 8 months ago
- Scalable Probabilistic Estimates of Electric Vehicle Charging (SPEECh)☆12Nov 12, 2024Updated last year
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Nov 2, 2022Updated 3 years ago
- ☆13Oct 5, 2021Updated 4 years ago
- CMU 10-742 - Machine Learning in Healthcare - Fall 2024 (Adam Berger)☆23May 29, 2025Updated 10 months 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.
- Model predictive control(mpc), demand response and energyhub modeling in R☆16Jan 11, 2019Updated 7 years ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated last year
- This is a static version of ACN-Data (https://ev.caltech.edu/dataset), collected from three sites from 2018 to 2020.☆20Aug 8, 2024Updated last year
- Federated Learning in Network Intrusion Detection☆14Feb 22, 2023Updated 3 years ago
- A Moroccan Buildings’ Electricity Consumption Dataset. MORED is made available by TICLab of the International University of Rabat (UIR),…☆16Dec 18, 2025Updated 3 months ago
- Code for the paper "MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-based Residential Demand Response"☆47Aug 2, 2023Updated 2 years ago
- Various machine learning approaches are widely applied for short-term solar power forecasting, which is highly demanded for renewable ene…☆13Feb 18, 2020Updated 6 years ago