AI4Safety: Enhancing BESS Safety and Longevity

Synopsis

SES AI is a leader in AI for energy storage and enhancing BESS safety and longevity through material discovery (Molecular Universe) and battery health monitoring (Avatar). Its Molecular Universe has mapped the physical and chemical properties of 10^8 molecules and counting, and is helping cell manufacturers to find new electrolyte molecules that can enhance cell safety and cycle life. Its Avatar can predict battery life based on anonymized manufacturing quality data alone, and precisely monitor battery health and predict incident throughout the entire operation lifetime.

• Molecular universe (enhance longevity through new material discovery): by mapping the physical and chemical properties of 10^8 molecules and counting, we can easily find new electrolytes that can extend cycle life of BESS chemistries such as LFP, NCM and even Na
• Avatar (enhance safety through manufacturing quality and health monitoring):
  • Manufacturing data alone: customers often want to know battery health and life without cell testing and even without showing the actual data. Avatar can accurately predict battery life based on anonymized manufacturing data alone (with manufacturing quality information anonymized and without any cell testing)
  • Entire lifetime monitoring and prediction: with access to cell life data, Avatar can precisely monitor State-of-Health and predict incidents throughout the entire lifetime of the BESS operation