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With Eatron BMSTAR, analyzing leading indicators enables diagnosis of battery cell issues months in advance.

​Predictive Cell Diagnosis:

  • Analyzing leading indicators enables diagnosis of battery cell issues months in advance.

  • Sophisticated data augmentation techniques to support training of machine learning models.

  • Models are able to run in real time on the edge (for in-vehicle application) and in the cloud (for large scale data analysis)

 

Remaining Useful Life:

  • Estimates the remaining time until the end of useful life

  • Can be used for both cloud-based fleet data analysis and on-board the vehicle as part of the BMS

  • Guides OEMs and their cell suppliers on the real-life fleet performance of batteries.

Estimates the remaining time until the end of useful life.

  • Smart Charging Control

  • Thermal Management

  • Service & Diagnostics

  • AI Based Functions

  • HV Management

  • SOX Functions

  • Balancing

Can support active or passive balancing.

Supports both liquid or air cooling systems.

State management of all contactors including pre-charge process (HV+, HV-, Pre-Charge).

Interested? Get in touch!

+91 7337748490

For more information, or to find your nearest team:

Influx leading you to the era of Emobility with

In association with EPowerlabs & Eatron Technologies, we offer you the most advanced artificially intelligent battery management systems and solutions for EMobility applications.

AI Enabled Battery Management Software - Increased Battery Life and Safety

 

BMSTAR™️ combines highly accurate models of the battery with Artificial Intelligence and advanced estimation methods, to ensure accurate and reliable data on the battery state for optimized battery life and safety.

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