JuliaSokolova / electric-vehicle-charging
Using electric vehicle charging data, I explore when drivers are likely to plug in their cars, and how much additional electricity demand that will create when the number of electric cars increases.
☆16Updated 4 years ago
Alternatives and similar repositories for electric-vehicle-charging:
Users that are interested in electric-vehicle-charging are comparing it to the libraries listed below
- The goal of this project is to build a simulation model to determine the largest expected revenue from an electric vehicle charging stati…☆19Updated 3 years ago
- Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done wit…☆24Updated 2 years ago
- Optimization-based model of transportation for charging decarbonized (electric + hydrogen) heavy duty vehicles☆14Updated 2 years ago
- This is a paper implementation of IEEE TRANSACTIONS ON SMART GRID, VOL. 5, NO. 6, NOVEMBER 2014 on Electric Vehicle Charging Station Plac…☆19Updated 5 years ago
- EVQUARIUM is an evaluation tool that quantifies the accessibility of EV charging station locations using queueing and graph theory. Given…☆19Updated last year
- program that uses reinforced q-learning to come up with optimal electric vehicle charging schedule based on user's driving habits☆11Updated 4 years ago
- Ev charging station demand Prediction for integration with microgrid optimization☆19Updated 4 years ago
- techie-jai / ML-based-Heuristic-learning-charging-time-scheduling-of-EV-vehicles-to-minimize-the-energy-peaksThe python code generated random demands of random EV vehicles and household electricity demands. It then plots the graphs between earlie…☆23Updated 6 years ago
- The python codes implement the EV charging problem as static and dynamic optimization problem. The optimizers try to maximize the revenue…☆15Updated 8 years ago
- Residential Consumer energy bill reduction via PSO based EV charging☆13Updated 2 years ago
- ☆24Updated 6 years ago
- Predicting the energy consumption of EVs using the RNN and LSTM. Competencies: Machine Learning, RNN, SUMO Simulation. Python Libraries: …☆16Updated 3 years ago
- Undergraduate Research Project looking into Scheduling Optimization for Electric Vehicle Charging☆11Updated 11 years ago
- Repository for electric vehicle charge scheduling with a fully-observable Markov Decision Process☆17Updated 2 years ago
- This code was written within the dissertation of Ola Pronobis "Charge management concepts with integrated requirements management in case…☆13Updated 2 years ago
- UCLA, Smart charging, minimize load variance, Particle Swarm Optimization☆20Updated 5 years ago
- This project implements Q-Learning to find the optimal policy for charging and discharging electric vehicles in a V2G scheme under condit…☆44Updated 2 years ago
- ⚡ A simulation of finding the shortest charging routes for electric vehicle fleets using ant colony optimization.☆16Updated last year
- This function solves the distribution power flow equations for a generic, radial, single-phase distribution network based on Baran's (19…☆9Updated 3 years ago
- optimizing locations of electric vehicle charging stations in the city of Toronto☆29Updated 2 years ago
- electrical vehicle☆35Updated 4 years ago
- Repository for Master's Thesis project consisting in a MPC algorithm for Solar-plus-Storage microgrid control, dealing with grid outage u…☆22Updated 4 years ago
- Optimal power flow in power distribution grids using second order cone optimization☆12Updated 3 years ago
- Electric Vehicle Assisted Charging (EVAC) - Recommending the best locations for implementing electric vehicle charging infrastructure☆17Updated 2 years ago
- Implementation of the paper "A coordinated charging scheduling method for electric vehicles considering different charging demands"☆24Updated 2 years ago
- Optimisation model for determining optimal location of electric vehicle charging stations as to maximise electric vehicle adoption☆26Updated last year
- Multiobjective Based Large-Scale Electric Vehicle Charging Behaviours Analysis☆31Updated 4 years ago
- Monte Carlo simulation of electricity demand for electric vehicles in UK☆11Updated 5 years ago
- Thesis based on the development of a RL agent that manages a VPP through EVs charging stations. Main optimization objectives of the VPP a…☆33Updated 8 months ago
- Emission-concerned wind-electric vehicle (EV) coordination on the transmission grid side☆9Updated 4 years ago