armiro / Energy-Consumption-in-EV
Driving Range Prediction and Energy Consumption Rate Deviation Classification using ML Models based on Real Electric Vehicle Data
☆44Updated 10 months ago
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
- Predicting the energy consumption of EVs using the RNN and LSTM. Competencies: Machine Learning, RNN, SUMO Simulation. Python Libraries: …☆16Updated 4 years ago
- machine learning based driving range prediction of electric vehicles☆14Updated 4 years ago
- Driving range prediction by looking at energy consumption rate of Electronic Vehicles using ML regression techniques.☆12Updated 3 years ago
- ☆30Updated 4 years ago
- ☆15Updated 3 years ago
- An analysis of electric vehicle charging times given usage data☆12Updated 8 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
- Predict remaining useful lifetime of an electric car accurately to help drive owner satisfaction and future purchases. This solution comp…☆13Updated 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 10 years ago
- Probabilistic Deep Learningfor Electric-Vehicle Energy-Use Prediction☆19Updated 3 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…☆19Updated 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…☆16Updated 4 years ago
- Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management☆52Updated 3 years ago
- An adaptive hierarchical energy management strategy for hybrid electric vehicles☆42Updated 3 years ago
- Battery charging schedule optimization to minimize lithium-ion battery degradation.☆18Updated 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
- Energy-efficient powertrain control of Hybrid Vehicles through traffic jams☆12Updated 6 years ago
- This repository contains models, parameter data, control algorithms and results data for Doctoral Dissertation titled "Contributions to P…☆25Updated 4 years ago
- ☆14Updated 6 years ago
- data for Multistep Electric Vehicle Charging Station Occupancy Prediction using Mixed-LSTM Neural Networks☆30Updated last year
- 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
- This algorithm exhibits a robust Energy Management Strategy (EMS) for battery-super capacitor (SC) Hybrid Energy Storage System (HESS). T…☆31Updated 4 years ago
- Code for optimal energy management of a hybrid electric vehicle powertrain based on Pontryagin's Minimum Principle (PMP). Code was writte…☆26Updated 4 years ago
- Undergraduate Research Project looking into Scheduling Optimization for Electric Vehicle Charging☆11Updated 11 years ago
- This workshop introduces basic concepts, models and algorithms in linear programming, convex optimization and stochastic optimization. A …☆12Updated 4 years ago
- Project achieved in MATLAB/Simulink 2022b, including optimal control algo, prediction algo, DQN training Env. etc.☆52Updated last year
- A rule-based energy management strategies for hybrid vehicles using dynamic programming in Matlab☆24Updated 2 years ago