Bus charging station electric vehicle safety

Product Update

Enhancing EV Battery Safety and Reliability with Predictive Analytics

September 27, 2023

AI-enabled analytics let you analyze, monitor, and forecast battery performance across vehicles or fleets, adding an extra layer of safety by identifying issues other systems miss and providing centralized access to all relevant battery insights.

from TWAICE

Download the content

twaicetech

TWAICE helped me to learn more about: read article here:

www.twaice.com/article/

#thinktwaice

Key Challenges Addressed:

Reliability issues: Downtime and unexpected breakdowns leading to increased maintenance costs and operational disruptions.
Safety concerns: Risks associated with battery fires and thermal propagation.
System integration: Lack of interconnectedness among battery management, quality management, and fleet management systems.
Battery aging: Issues like dendrite growth, lithium plating, and temperature/voltage spreads affecting battery performance over time.

How battery analytics solves these problems:

Predictive maintenance:

Anticipate and address issues before they lead to failures.
Plan maintenance based on real-time conditions rather than predefined schedules, saving costs.

‍Enhanced monitoring:‍

Continuous oversight of safety and reliability trends across entire fleets.
Detailed alerts and notifications for timely action.‍

Data-driven insights:‍

Utilize historical and real-time data to build comprehensive profiles of battery health.
Identify and rectify underlying issues not detectable by conventional BMS.‍

‍

Get your free copy now:

‍

Download the full whitepaper:

Webinar

Product Webinar: What’s New with TWAICE Energy Analytics (Summer ’25 Edition)

Join the next product webinar and explore the newest features designed to help BESS owners and operators improve revenue, performance, safety and warranty management.

View Webinar

Back to overview

Related Resources

PRODUCT UPDATE

How to Avoid Losing Money Because of State of Charge Errors

State of Charge (SoC) errors are one of the biggest headaches in managing and operating battery energy storage systems, and they cost operators millions in lost revenue. TWAICE’s new feature, Penalty Risk Assessment, provides accurate SoC insights to help you avoid these costly outcomes.

PRODUCT UPDATE

Tracking and Enforcing BESS Performance Contracts Just Got Easier

BESS performance guarantees and warranties are packed with critical metrics, from availability, round-trip efficiency (RTE), equivalent full cycles (RTE), State of Health (SoH) to operating conditions like temperature. However, tracking these metrics properly and mapping them to the terms of the contract is a challenge. In this article, we describe how you can use our updated Warranty and Guarantee Tracker.

PRODUCT UPDATE

New Integration with Modo Energy Helps ERCOT & UK BESS Operators Link Performance to Profit

Our latest integration with Modo Energy translates BESS performance improvements into clear financial outcomes. With this integration, ERCOT and UK-based operators can now directly connect performance improvements with revenue impact — right down to the individual settlement point.