liangzhao123 / range_prediction
machine learning based driving range prediction of electric vehicles
☆14Updated 4 years ago
Alternatives and similar repositories for range_prediction:
Users that are interested in range_prediction are comparing it to the libraries listed below
- ☆30Updated 4 years ago
- Predicting the energy consumption of EVs using the RNN and LSTM. Competencies: Machine Learning, RNN, SUMO Simulation. Python Libraries: …☆16Updated 4 years ago
- Driving Range Prediction and Energy Consumption Rate Deviation Classification using ML Models based on Real Electric Vehicle Data☆44Updated 11 months ago
- This resource page includes the battery aging test simulator in Matlab-Simulink, auto simulator in Matlab, and the datasets for 1000+ bat…☆11Updated 2 years ago
- Machine Learning based model to predict power demand in charging station for electric vehicles.☆10Updated 2 years ago
- Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done wit…☆25Updated 2 years ago
- electrical vehicle☆39Updated 4 years ago
- UCLA, Smart charging, minimize load variance, Particle Swarm Optimization☆22Updated 5 years ago
- This algorithm exhibits a robust Energy Management Strategy (EMS) for battery-super capacitor (SC) Hybrid Energy Storage System (HESS). T…☆31Updated 4 years ago
- Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consump…☆44Updated 6 years ago
- Project applying reinforcement learning to control an electric vehicle's energy storage system☆51Updated 4 years ago
- The source code of work: Toward more accurate optimal sizing and operating of microgrid. Part Ⅰ: Capacity degradation of Li-ion batteries…☆16Updated 3 years ago
- DRL-based Fast Balance Charging Optimization for lithium-ion Batteries☆17Updated last month
- Energy-efficient powertrain control of Hybrid Vehicles through traffic jams☆12Updated 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
- Electric vehicle state of charge prediction using recurrent neural networks, submitted to UToronto's 2020 ProjectX competition representi…☆11Updated 4 years ago
- Battery charging schedule optimization to minimize lithium-ion battery degradation.☆18Updated 2 years ago
- The code for my Master's thesis in Mechanical Engineering at MIT, completed in 2012. The project was about simulating performance of plu…☆20Updated 10 years ago
- Multiobjective Based Large-Scale Electric Vehicle Charging Behaviours Analysis☆31Updated 4 years ago
- Energy-efficient powertrain control of hybrid vehicles through traffic jams☆15Updated 5 years ago
- An ADMM solver for energy management problems in plug-in hybrid electric vehicles☆65Updated 4 years ago
- Projects related to Energy Systems and Control covering Flight Path Optimization, Battery Modeling, State Estimation, Optimal Economic Di…☆68Updated 4 years ago
- This workshop introduces basic concepts, models and algorithms in linear programming, convex optimization and stochastic optimization. A …☆12Updated 4 years ago
- Optimal control of hybrid electric vehicles with differential dynamic programming☆22Updated 2 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
- Driving range prediction by looking at energy consumption rate of Electronic Vehicles using ML regression techniques.☆12Updated 3 years ago
- ☆16Updated 4 years ago
- This repository serves as Supplementary Data for the Article titled "On Implementing Optimal Energy Management forEREV using Distance Con…☆13Updated 5 years ago
- This repository contains models, parameter data, control algorithms and results data for Doctoral Dissertation titled "Contributions to P…☆25Updated 4 years ago
- Implementation of the paper "A coordinated charging scheduling method for electric vehicles considering different charging demands"☆26Updated 3 years ago