Dr. Kai-Philipp Kairies working in a meetingDr. Kai-Philipp Kairies working in a meeting

This paper will explain:

Can you spot a battery failure before it happens?

BESS failures—from thermal runaway to BMS malfunctions—can lead to costly downtime and safety risks. Predictive analytics is changing the game, helping operators detect issues before they escalate.

ACCURE's battery experts Marc Mennekes and Timo Gollub explain how predictive diagnostics and continuous monitoring can prevent failures and enhance system reliability.

Key Takeaways:

  • Common Failure Causes – Production defects, assembly issues, and unsafe operation
  • Fault Detection Tools – Predictive battery analytics detect early of signs failure, such as voltage drifts, temperature anomalies and SOC discrepancies
  • Real-World Insights – How predictive analytics prevented critical failures in real-world systems

About ACCURE Battery Intelligence

ACCURE helps companies reduce risk, improve performance, and maximize the business value of battery energy storage. Our predictive analytics solution simplifies the complexity of battery data to make batteries safer, more reliable, and more sustainable. By combining cutting-edge artificial intelligence with deep expert knowledge of batteries, we bring a new level of clarity to energy storage.  Today, we support customers worldwide, helping optimize the performance and safety of their battery systems. Visit us at accure.net.

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