Cambridge EnerTech's
AI for Energy Storage
Using Machine Learning and Artificial Intelligence to Optimize Battery Development from Materials to Manufacturing
December 9-10, 2026
As the battery industry enters a new phase of scale and maturity, the focus is shifting from simply collecting data to operationalizing intelligence across the battery lifecycle. Extending battery longevity remains a top priority, but achieving it now requires more than insight. It demands actionable, real-time decision-making powered by advanced analytics and AI. From development through deployment, data is becoming the critical link between performance, reliability, and cost optimization.
For OEMs, battery manufacturers, and fleet operators, the opportunity lies in turning complex datasets into predictive and prescriptive tools. Machine-learning models are evolving beyond performance forecasting to enable dynamic state estimation, adaptive charging strategies, anomaly detection, and closed-loop optimization. At the same time, digital twins and edge analytics are reshaping how batteries are monitored, managed, and improved in the field.
The Battery Intelligence conference will bring together leaders from industry and academia to explore how AI-driven approaches are transforming battery management and design. This year’s program will highlight advancements in predictive modeling, real-time health diagnostics, software-defined battery systems, and data-enabled lifecycle management, demonstrating how intelligent systems are driving the next leap in battery performance, safety, and longevity.
Coverage will include, but is not limited to:
- Industry and Academic Perspectives
- Intelligent Chemistry and Materials
- Intelligent Manufacturing
- Data Strategy, Security, and Traceability
- Machine Learning for Batteries
- Diagnostic, Predictive, and Prescriptive Analytics
The deadline for priority consideration is May 22, 2026.
All proposals are subject to review by session chairpersons and/or the Scientific Advisory Committee to ensure the overall quality of the conference program. Additionally, as per Cambridge EnerTech’s policy, a select number of vendors and consultants who provide products and services will be offered opportunities for podium presentation slots based on a variety of Corporate Sponsorships.
Opportunities for Participation: