linas-p / EVDPEPLinks
Probabilistic Deep Learningfor Electric-Vehicle Energy-Use Prediction
☆22Updated 3 years ago
Alternatives and similar repositories for EVDPEP
Users that are interested in EVDPEP are comparing it to the libraries listed below
Sorting:
- ☆15Updated 3 years ago
- Predicting the energy consumption of EVs using the RNN and LSTM. Competencies: Machine Learning, RNN, SUMO Simulation. Python Libraries: …☆18Updated 4 years ago
- Driving range prediction by looking at energy consumption rate of Electronic Vehicles using ML regression techniques.☆13Updated 3 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…☆25Updated 6 years ago
- Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management☆54Updated 3 years ago
- electric vehicle charging scheduling☆18Updated 3 years ago
- Open code of my published paper: Integrated velocity optimization and energy management for FCHEV: an eco-driving approach based on deep …☆10Updated 8 months ago
- Optimal control of hybrid electric vehicles with differential dynamic programming☆23Updated 3 years ago
- Project applying reinforcement learning to control an electric vehicle's energy storage system☆52Updated 4 years ago
- Energy-efficient powertrain control of Hybrid Vehicles through traffic jams☆12Updated 6 years ago
- Driving Range Prediction and Energy Consumption Rate Deviation Classification using ML Models based on Real Electric Vehicle Data☆47Updated last year
- 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…☆21Updated 4 years ago
- Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done wit…☆28Updated 2 years ago
- ☆14Updated 6 years ago
- ☆11Updated 2 years ago
- An ADMM solver for energy management problems in plug-in hybrid electric vehicles☆66Updated 4 years ago
- Implementation of the paper "A coordinated charging scheduling method for electric vehicles considering different charging demands"☆28Updated 3 years ago
- The python codes implement the EV charging problem as static and dynamic optimization problem. The optimizers try to maximize the revenue…☆15Updated 9 years ago
- Scheduling Strategy of Electric Vehicle Charging Considering Different Requirements of Power Grid and Users☆10Updated 4 years ago
- Cooperative Energy Management and Eco-driving of Plug-in Hybrid Electric Vehicle via Multi-agent Reinforcement Learning☆26Updated 2 years ago
- Multiobjective Based Large-Scale Electric Vehicle Charging Behaviours Analysis☆31Updated 5 years ago
- program that uses reinforced q-learning to come up with optimal electric vehicle charging schedule based on user's driving habits☆12Updated 5 years ago
- ⚡ A simulation of finding the shortest charging routes for electric vehicle fleets using ant colony optimization.☆16Updated 2 years ago
- Implementation of Pontryagin's Minimum Principle for microgrid energy storage control☆9Updated 7 months ago
- Optimizing a hybrid electrical vehicle using matlab and the dynamic programming algorithm☆38Updated 13 years ago
- Electric Vehicle Routing Problem☆33Updated 4 years ago
- This workshop introduces basic concepts, models and algorithms in linear programming, convex optimization and stochastic optimization. A …☆12Updated 5 years ago
- Open code of my published paper: Health-considered energy management strategy for fuel cell hybrid electric vehicle based on improved sof…☆30Updated 8 months ago
- DRL-Base-EMS for HEVs☆20Updated 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