
Emerging Trends Shaping the Future of Elemental Analysis of Lithium-Ion Batteries
In this final episode, panelists discuss how advanced analytical techniques, combined with machine learning and automation, are transforming testing, recycling, and quality control for both lithium-ion and next-generation batteries while tackling emerging analytical challenges throughout the value chain.
Episodes in this series

In this episode, industry experts discuss the future of lithium-ion battery analysis and the emerging technologies that are transforming the field. Panelists explore how advanced analytical techniques, combined with machine learning and automation, are enhancing testing, recycling, and quality control for lithium-ion and next-generation batteries. They also highlight the critical role of standardization, traceability, and reference materials in creating a more efficient and reliable analytical workflow across the battery lifecycle.
Key insights from the discussion include:
- Emerging trends in battery analysis: Integration of spectrochemical methods with machine learning to predict complex data patterns and improve decision-making.
- Recycling and circular economy: Advanced analytical approaches to monitor recycled materials, processed water, and environmental safety, ensuring sustainability in battery production.
- Standardization and traceability: The importance of unified methods, reference materials, and global standards to streamline testing across the industry.
- Automation in spectroscopy: Reducing contamination and improving health and safety while increasing efficiency in battery testing.
- Next-generation batteries: Analytical challenges associated with sodium-ion and solid-state batteries, including new matrices, low-level impurities, and innovative sample preparation methods.
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