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ARTICLE · 22 SEPTEMBER 2022

AI For Battery Innovation

Potter Clarkson LLP
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Further to our Ben Lincoln's recent feature in bestmag Issue No. 77 Summer 2022, we look at recent examples of AI as a toolset for accelerating battery innovation.

United KingdomIntellectual Property
Andrew Pearson
Andrew Pearson
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Further to our Ben Lincoln's recent feature in bestmag Issue No. 77 Summer 2022, we look at recent examples of AI as a toolset for accelerating battery innovation. Of more general interest, we also provide tips to avoid common pitfalls in seeking patent protection for an AI-based invention.

MATERIALS DISCOVERY

Lithium-ion batteries find widespread use in consumer electronics and electric vehicles, EVs, but pose challenges on cost and storage capacity. Elsewhere, the Advanced Propulsion Centre has forecast a lithium supply crunch that threatens EV production.

Fluoride-ion batteries show encouraging figures of merit - on stability, for example, since fluorine is the most electronegative element - and could address the above challenges. Since the first breakthrough was reported in 2011, however, innovation on these batteries remains in its infancy.

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