Improving scalability of RL algorithms using GNNs: A case study in optimal EV charging.
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Updated
Oct 16, 2025 - Python
Improving scalability of RL algorithms using GNNs: A case study in optimal EV charging.
Site level energy system optimization model toolbox for investigations of EV fleet integration and management strategies
This repository contains code connected to my master's thesis, "Power Peak Shaving: How to Schedule Charging of Electric Vehicles and Organize Mutually Beneficial Vehicle to Grid (V2G)". This is also the code described in the CIRED article "Smart Charging of Electric Vehicles Based on Scheduling Theory" by H. Nygård, I. Mørch and O. Bergland
Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in electric vehicles", accepted to be published in Nature Communication
A Decision Transformer for solving optimal EV charging problems using offline data.
Eveus (Energy Star) EVSE Home Assistant Custom Integration (HACS)
This project proposes a smart charging algorithm based on linear programming that minimizes the charging costs of an aggregated fleet.
Simple, yet feature-rich, CSMS or LC OCPP Server with Smart Charging Capabilities
Strel connects electric vehicle owners with private charging point hosts. Find a charge anywhere, or monetize your own station. #GreenTech #EV". Ajoutez aussi le lien du site web ici s'il ne l'est pas déjà.
This is the published code for aggregating using ul-flexibility method proposed by Panda N.K. & Tindemans S.H.
Charge your Tesla from solar power surplus or at low grid prices.
Open Smart Charging Protocol SDK for Go
This data science / physics report explores machine learning approaches for electric vehicle optimization. It covers battery management, range prediction, charging station placement and energy efficiency. It highlights AI-driven solutions for predictive maintenance, energy scheduling, and enhancing EV performance to support wider adoption.
This research was fully supported by RF-GE-N.00001 and RF-EV-N.00001 from G.A.I.A QTech, Vietnam.
Planificador de viajes EV para Home Assistant con optimización MPC y control de carga inteligente
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