☆33Mar 4, 2021Updated 5 years ago
Alternatives and similar repositories for Machine-Learning-Battery-SOC-Estimaton-Electric-Vehicles
Users that are interested in Machine-Learning-Battery-SOC-Estimaton-Electric-Vehicles are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- State of Charge estimation for lithium-ion batteries using deep learning approach☆10May 12, 2024Updated last year
- SOC (State of Charge) estimation for a battery using an ensemble approach with Coulomb counting and pre-trained LSTM prediction☆37Apr 26, 2026Updated last week
- SOC prediction based on battery data.☆18Mar 11, 2021Updated 5 years ago
- Eco-driving toolbox for battery electric vehicles using detailed loss models☆19Dec 6, 2022Updated 3 years ago
- State of charge estimation using Extended kalman filter and Feedforward neural network.☆15Dec 5, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The code for my Master's thesis in Mechanical Engineering at MIT, completed in 2012. The project was about simulating performance of plu…☆20Mar 14, 2015Updated 11 years ago
- Electric vehicle state of charge prediction using recurrent neural networks, submitted to UToronto's 2020 ProjectX competition representi…☆12Dec 3, 2020Updated 5 years ago
- The State of charge (SOC) is an important parameter to find the capacity of state. It is equivalent to the fuel gauge for a battery pack …☆36Sep 23, 2020Updated 5 years ago
- Battery State Of Charge(SoC) Estimation Using Stochastic Methods & Machine Learning.☆37Sep 30, 2022Updated 3 years ago
- Finite Volume Newman Model of Lithium Ion Batteries written in Python using the FiPy library☆14Mar 2, 2020Updated 6 years ago
- ☆14Jan 7, 2019Updated 7 years ago
- ☆23Feb 13, 2023Updated 3 years ago
- The environment code for the paper 'Learning-based Eco-driving Strategy Design for Connected Power-split Hybrid Electric Vehicles at Sign…☆36Aug 28, 2022Updated 3 years ago
- ☆14Dec 9, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Model predictive control of hybrid electric vehicles is achieved by using dynamic programming operating over a shortened horizon time int…☆24Oct 1, 2020Updated 5 years ago
- Data and code for the paper 'Estimating Battery State-of-Charge within 1% using Machine Learning and Physics-based Models' (SAE'23)☆33Mar 9, 2023Updated 3 years ago
- Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consump…☆48Jan 17, 2019Updated 7 years ago
- Monte Carlo simulation of electricity demand for electric vehicles in UK☆12Aug 5, 2019Updated 6 years ago
- "Adaptive Cruise Control for a Hybrid Vehicle with Deep Policy Gradients". Final project for ECE 517/414 Reinforcement Learning.☆13Dec 8, 2021Updated 4 years ago
- ☆10Jun 30, 2020Updated 5 years ago
- Enhancing Safety in Mixed Traffic: Learning-Based Modeling and Efficient Control of Autonomous and Human-Driven Vehicles☆19Apr 13, 2024Updated 2 years ago
- This project implements a battery management system (BMS) that uses a deep neural network (DNN) to predict the state of charge (SOC) of a…☆17May 8, 2023Updated 3 years ago
- Official implementation of Enhanced Gaussian Process Dynamical Modeling for Battery Health Status Forecasting.☆17Jan 4, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Semi-Automatic Li Ion battery RC model parameters estimator☆51Nov 14, 2024Updated last year
- The GitHub repository accompanying the MSc Thesis at Esade written by Oliver Caspers regarding the topic “Predictive Maintenance for Lith…☆14Oct 1, 2021Updated 4 years ago
- Transformer neural network for state of charge estimation in Tensorflow☆21Sep 19, 2022Updated 3 years ago
- Model Nissan Leaf in MATLAB Simulink to plot the Wheel Torque, Wheel Speed, Motor Torque, Motor Speed and Battery Current☆20May 7, 2021Updated 5 years ago
- Optimal Power Flow (OPF) with objective to minimize the feeders’ losses using GAMS☆13Mar 20, 2020Updated 6 years ago
- Predictive Triggering Framework for Distributed Control of Resource Constrained Multi-agent Systems☆13May 19, 2019Updated 6 years ago
- ☆48Sep 27, 2022Updated 3 years ago
- IEEE Motor Vehicles Challenge 2023☆17May 12, 2023Updated 2 years ago
- Deep learning of lithium-ion battery SOH using the DeTransformer model learns the aging characteristics of the battery and then makes pre…☆69Feb 6, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆15Sep 24, 2021Updated 4 years ago
- Predict battery state of charge (SOC) using machine learning + Streamlit web app.☆86Apr 10, 2023Updated 3 years ago
- Generation of synthetic battery operation data using a generative adversarial network (GAN) and a state-of-charge (SOC) estimator.☆28Jan 30, 2023Updated 3 years ago
- Developed a data-driven prognostic model using the Long short-term memory (LSTM) algorithm to predict the state of charge (SoC) and stat…☆56Jan 29, 2023Updated 3 years ago
- Battery SoC prediction using a RNN autoregressive architecture implemented with Pytorch☆39Jan 15, 2021Updated 5 years ago
- Extended-range electric logistics van platoon; Cooperative adaptive cruise control; Distributed model predictive control; Energy manageme…☆23Sep 21, 2023Updated 2 years ago
- Example of Machine Learning application: State of Charge estimation of a battery using SVR☆32Nov 19, 2019Updated 6 years ago