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
- 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 9 months ago
- Driving range prediction by looking at energy consumption rate of Electronic Vehicles using ML regression techniques.☆12Updated 3 years ago
- ☆29Updated 3 years 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
- Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consump…☆44Updated 6 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
- The code for my Master's thesis in Mechanical Engineering at MIT, completed in 2012. The project was about simulating performance of plu…☆20Updated 9 years ago
- electrical vehicle☆38Updated 4 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
- Energy-efficient powertrain control of Hybrid Vehicles through traffic jams☆12Updated 6 years ago
- Project applying reinforcement learning to control an electric vehicle's energy storage system☆51Updated 4 years ago
- This repo contains the relevant MATLAB code to model and design powertrain for a PHEV and to that extent; it involves finding the power r…☆18Updated 3 years ago
- UCLA, Smart charging, minimize load variance, Particle Swarm Optimization☆22Updated 5 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
- This repository contains models, parameter data, control algorithms and results data for Doctoral Dissertation titled "Contributions to P…☆25Updated 4 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
- An analysis of electric vehicle charging times given usage data☆12Updated 8 years ago
- ☆11Updated 2 years ago
- A rule-based energy management strategies for hybrid vehicles using dynamic programming in Matlab☆24Updated 2 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
- Optimizing a hybrid electrical vehicle using matlab and the dynamic programming algorithm☆36Updated 13 years ago
- Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management☆52Updated 3 years ago
- Battery charging schedule optimization to minimize lithium-ion battery degradation.☆18Updated 2 years ago
- Model predictive control of hybrid electric vehicles is achieved by using dynamic programming operating over a shortened horizon time int…☆23Updated 4 years ago
- Undergraduate Research Project looking into Scheduling Optimization for Electric Vehicle Charging☆11Updated 11 years ago
- Energy-efficient powertrain control of hybrid vehicles through traffic jams☆15Updated 5 years ago
- Optimal control of hybrid electric vehicles with differential dynamic programming☆21Updated 2 years ago