armiro / Energy-Consumption-in-EVView external linksLinks
Driving Range Prediction and Energy Consumption Rate Deviation Classification using ML Models based on Real Electric Vehicle Data
☆50Apr 30, 2024Updated last year
Alternatives and similar repositories for Energy-Consumption-in-EV
Users that are interested in Energy-Consumption-in-EV are comparing it to the libraries listed below
Sorting:
- Driving range prediction by looking at energy consumption rate of Electronic Vehicles using ML regression techniques.☆14Sep 19, 2021Updated 4 years ago
- Predicting the energy consumption of EVs using the RNN and LSTM. Competencies: Machine Learning, RNN, SUMO Simulation. Python Libraries: …☆20Feb 12, 2021Updated 5 years ago
- Probabilistic Deep Learningfor Electric-Vehicle Energy-Use Prediction☆23Oct 31, 2021Updated 4 years ago
- machine learning based driving range prediction of electric vehicles☆16Nov 24, 2020Updated 5 years ago
- Predict remaining useful lifetime of an electric car accurately to help drive owner satisfaction and future purchases. This solution comp…☆14Mar 5, 2021Updated 4 years ago
- This is a model I made to predict electric vehicle charger power consumption. The model uses the LSTM algorithm.☆10May 6, 2020Updated 5 years ago
- Ev charging station demand Prediction for integration with microgrid optimization☆20Mar 31, 2020Updated 5 years ago
- ☆17Oct 28, 2021Updated 4 years ago
- VED (Vehicle Energy Dataset): A Large-scale Dataset for Vehicle Energy Consumption Research. (IEEE Transactions on Intelligent Transporta…☆123Jan 26, 2022Updated 4 years ago
- Using electric vehicle charging data, I explore when drivers are likely to plug in their cars, and how much additional electricity demand…☆16Jul 27, 2020Updated 5 years ago
- Use RL to balance the electrical power grid with electric vehicle fleets☆21May 3, 2019Updated 6 years ago
- The python codes implement the EV charging problem as static and dynamic optimization problem. The optimizers try to maximize the revenue…☆15Jun 18, 2016Updated 9 years ago
- Python code backing WRI technical note "Simulator to Quantify and Manage Electric Vehicle Load Impacts on Low-voltage Distribution Grids"☆11Jan 22, 2021Updated 5 years ago
- Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consump…☆46Jan 17, 2019Updated 7 years ago
- The python code generated random demands of random EV vehicles and household electricity demands. It then plots the graphs between earlie…☆25Jul 26, 2018Updated 7 years ago
- Monte Carlo simulation of electricity demand for electric vehicles in UK☆12Aug 5, 2019Updated 6 years ago
- Optimization-based model of transportation for charging decarbonized (electric + hydrogen) heavy duty vehicles☆16Jul 10, 2022Updated 3 years ago
- Repository for electric vehicle charge scheduling with a fully-observable Markov Decision Process☆17Dec 8, 2022Updated 3 years ago
- Predicting Electric Vehicle Charging Station Locations in the US☆10Sep 10, 2021Updated 4 years ago
- data for Multistep Electric Vehicle Charging Station Occupancy Prediction using Mixed-LSTM Neural Networks☆33Sep 7, 2025Updated 5 months ago
- This is the final project I wrote for my Matlab class that involved interpreting and outputting real-time data. We took weather measureme…☆20Nov 6, 2015Updated 10 years ago
- Electric Vehicle Routing Problem☆33Mar 31, 2021Updated 4 years ago
- An analysis of electric vehicle charging times given usage data☆12Oct 6, 2016Updated 9 years ago
- Residential Consumer energy bill reduction via PSO based EV charging☆15Mar 23, 2022Updated 3 years ago
- optimizing locations of electric vehicle charging stations in the city of Toronto☆33Dec 4, 2022Updated 3 years ago
- Home Energy Management System for Small Prosumers Considering Electric Vehicle Load Scheduling☆34Jul 21, 2019Updated 6 years ago
- Battery charge management environment, designed as a multi-agent scenario with continuous observation and action space, where the agents …☆13Feb 9, 2021Updated 5 years ago
- Explore the world of electric vehicle battery optimization, where I simulate and fine-tune charging strategies based on temperature and S…☆11Sep 29, 2023Updated 2 years ago
- Scalable Probabilistic Estimates of Electric Vehicle Charging (SPEECh)☆13Nov 12, 2024Updated last year
- Simplified electric vehicle charge optimization based on Hoke (2011).☆14Sep 5, 2020Updated 5 years ago
- Vehicle scheduling optimization of battery electric bus based on Partical Swarm Optimization☆46Mar 30, 2020Updated 5 years ago
- Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done wit…☆31Nov 21, 2022Updated 3 years ago
- Time-series modeling project that predicts the future number of electric vehicles in Washington state counties to identify locations with…☆17Jul 30, 2021Updated 4 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…☆21Sep 23, 2019Updated 6 years ago
- Official implementation of Enhanced Gaussian Process Dynamical Modeling for Battery Health Status Forecasting.☆17Jan 4, 2025Updated last year
- ☆33Mar 4, 2021Updated 4 years ago
- Data Analysis of EV charging Dataset by Elaad NL☆11May 16, 2024Updated last year
- A Battery Electric Vehicle (BEV) model in Simscape for longitudinal powertrain analysis☆134Jan 29, 2026Updated 2 weeks ago
- Model of a parallel-series hybrid-electric vehicle with system-level and detailed variants of electrical system.☆59Oct 25, 2025Updated 3 months ago