Accelerating Battery R&D with AI-Driven Predictive Models

Theion, a next-generation battery manufacturer, uses sulfur-based cathodes and lithium anodes to create high-performance energy storage. Battery production involves complex processes, making data analysis essential for quality control. Traditionally, cycle life testing took over 40 days, but with camLine’s Battery Lifetime Predictor, theion now analyzes just 15 charge cycles to predict battery life with 99.8% accuracy, cutting testing time to 15 hours.

“Battery manufacturing is unique because the product generates data from the very first moment. Instead of waiting 40 days for full aging tests, we analyze the first 15 charge cycles to predict performance with 99.8% accuracy. This drastically reduces testing time and accelerates our path to commercialization.”

— Martin Schaupp, Chief Technology Officer, theion