Battery Lab

The Battery LAB is an innovation environment for organisations that want to take control of battery lifecycle management. Integrated with the AI Factory platform, the lab brings together advanced digital technologies, domain expertise, and real-world operational insight to help users unlock the full value of batteries across their entire lifecycle. It is designed for both researchers and practitioners who need practical, scalable solutions for sustainable and resilient battery systems.

What sets the Battery LAB apart is its strong focus on how batteries are actually used in practice. Modern batteries operate in complex, changing, and often unpredictable environments — especially when they are shared across multiple applications. The lab enables users to model, test, and optimise battery behaviour under realistic conditions, turning operational data into actionable insights. By combining data, models, and intelligent decision support in one integrated platform, the Battery LAB helps organisations extend battery life, improve reliability, and reduce environmental impact.

The services provided by the Battery LAB include:

• AI-based simulation for lifecycle management, to study battery performance and ageing over time
• Emulation of real-world operational environments, reflecting how batteries are actually used in practice
• AI-based optimisation for decision support, helping users make better lifecycle and usage decisions
• A distributed modelling platform, allowing different models and data sources to work together
• Data management and data integration for Digital Product Passports, supporting traceability across the battery value chain
• An integrated platform for augmenting AI with quantum technologies, preparing for future computational needs

Through these services, the Battery LAB acts as a one-stop platform for developing, validating, and deploying advanced battery lifecycle solutions. Embedded within the AI Factory ecosystem, it enables faster innovation, smarter decisions, and more sustainable battery value chains — supporting organisations in meeting both operational demands and green transition goals.