Predict remaining useful lifetime of an electric car accurately to help drive owner satisfaction and future purchases. This solution comprises analyzing the vast quantity of telemetry data over time and building a Machine Learning model to predict the remaining useful life(RUL) of an electric vehicles EVs at each point in time of the operation o…
☆14Mar 5, 2021Updated 5 years ago
Alternatives and similar repositories for Electric-vehicle-battery-range-prediction
Users that are interested in Electric-vehicle-battery-range-prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Driving Range Prediction and Energy Consumption Rate Deviation Classification using ML Models based on Real Electric Vehicle Data☆51Apr 30, 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
- A bunch of crawlers for extracting data from various sites (site name is mentioned for each one)☆11May 2, 2024Updated last year
- machine learning based driving range prediction of electric vehicles☆16Nov 24, 2020Updated 5 years ago
- This is a model I made to predict electric vehicle charger power consumption. The model uses the LSTM algorithm.☆10May 6, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A method for predicting the State of Charge (SOC), the State of Energy (SOE), and ultimately the range prediction using a sequence of neu…☆10Jul 2, 2021Updated 4 years ago
- An neural network based algorithm to predict the remaining useful life of batteries.☆42Jun 8, 2020Updated 5 years ago
- ☆23Dec 11, 2019Updated 6 years ago
- Pipeline to identify remaining useful life of Li-ion batteries using SVR to forecast end of life.☆108Mar 12, 2021Updated 5 years ago
- Simplified electric vehicle charge optimization based on Hoke (2011).☆14Sep 5, 2020Updated 5 years ago
- Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consump…☆47Jan 17, 2019Updated 7 years ago
- This is the final project I wrote for my Matlab class that involved interpreting and outputting real-time data. We took weather measureme…☆20Nov 6, 2015Updated 10 years ago
- Machine learning based Lithium-Ion battery capacity estimation using multi-Channel charging Profiles☆80Dec 17, 2019Updated 6 years ago
- Predicting the RUL of batteries using LSTM.☆40Jul 17, 2019Updated 6 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- This project develops an optimal scheduling algorithm to minimize the total cost for charging and discharging of electric vehicles.☆77Sep 27, 2016Updated 9 years ago
- Scripts for a university project, a simple centralized smart grid energy cost minimization problem.☆14Mar 23, 2021Updated 5 years ago
- Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs