Gartner Insights Abstract

Emerging Tech: Implement Advanced EV Battery Management With Digital Twins

Published: 25 July 2024

Summary

Product leaders in the electric vehicle industry are facing the challenge of optimizing battery management for EVs. Implementing advanced EV battery management by leveraging digital twins can revolutionize battery design, manufacturing and management.

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Overview

Critical Insight
  • Electric vehicle (EV) battery design, manufacturing and management will be revolutionized by the adoption of digital twins due to their ability to enable more informed decision making, leading to more reliable, efficient and cost-effective battery solutions.

  • Battery digital twins increase battery data and complexity, leading to the use of advanced analytics and machine learning (ML) in battery management system (BMS) solutions, which will push product leaders to prioritize data-driven solutions.

  • The battery digital twin supports the circular economy strategy of EV batteries by providing data to inform recycling, remanufacturing and reuse decisions. The introduction of battery digital twins can

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Analysts:

Stacey Yin

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