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Predictive analytics platform optimizes EV battery and fleet performance

By Michelle Froese | August 25, 2025

ACCURE, a battery analytics software developer, provides a cloud-based predictive analytics platform that helps electric vehicle (EV) manufacturers and fleet operators maximize battery performance, extend lifetime, and prevent safety incidents.

The technology combines artificial intelligence, machine learning, and physics-based modeling to detect irregular battery behavior, diagnose health, and recommend corrective actions, ensuring EV batteries operate safely, reliably, and at peak performance.

ACCURE’s platform continuously analyzes live data streams from a vehicle’s battery management system (BMS), offering real-time visibility without requiring additional hardware.

The system applies equally across all lithium-based chemistries, enabling scalable deployment from early pilots to nationwide EV fleets.

Platform benefits include:

  • Fleet-wide support and predictive insights. Provides clear visibility across an entire fleet, reducing risk, maximizing uptime, and enabling smarter operational decisions.
  • Ensure safety and prevent failures. AI-driven early warning system detects failure patterns in advance and provides actionable insights to intervene before escalation.
  • Maximize fleet performance and battery lifespan. Identifies degradation early, optimizes charging and maintenance schedules, and extends the operational life of vehicles.
  • Streamline operations and simplify warranty management. Warranty Tracker automates reporting, monitors key thresholds, and reduces the manual overhead of managing claims across thousands of vehicles.
  • Accelerate innovation and reduce R&D spend. Leverages fleet-wide data to cut laboratory testing and build advanced battery models more efficiently.
  • Unlock peak performance. Enhances charge/discharge efficiency, adapts maintenance cycles in real time, and extends range across diverse driving conditions.
  • Enable digital services. Supports usage-based offerings, customer engagement, and new data-driven revenue streams.

In addition to near-term monitoring, ACCURE’s platform performs long-term battery life predictions, correlating usage patterns with degradation trends. This enables selective replacement strategies, optimized warranty management, and improved fleet profitability.

The intuitive dashboard delivers actionable reporting and notifications, supporting predictive maintenance planning for EV fleets and stationary battery systems.

See how it works here.

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Filed Under: Batteries, Technology News
Tagged With: accure
 

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