Project Details

Description

Electric vehicles (EV) are the future. So what does the future hold for EV batteries? To make these batteries less complicated and easy to charge, it’s important to improve the battery management system (BMS) that monitors, controls and protects the EV lithium-ion battery packs. Considering that EV batteries are subjected to harsh operating cycles and varying environmental conditions leading to very complicated interactions, the EU-funded DeepBMS project will develop a new model to improve the BMS functionality in EVs. Efficient deep reinforcement learning-based algorithms will capture the convoluted time-varying behaviour of battery. DeepBMS will also boost reliability and extend battery lifetime by improving the estimation accuracy in a wide temperature range and over the full life span of the batteries.
AcronymDeepBMS
StatusActive
Effective start/end date15/03/202314/03/2025

UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This project contributes towards the following SDG(s):

  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 11 - Sustainable Cities and Communities
  • SDG 13 - Climate Action

Keywords

  • Battery
  • battery-management-system
  • Electric vehicles

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