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ARTICLE · 16 MAY 2023

Energizing Artificial Intelligence

Artificial intelligence (AI) and, in particular, machine learning is becoming a tool that is used in many technological fields. In the field of batteries...

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Artificial intelligence (AI) and, in particular, machine learning is becoming a tool that is used in many technological fields. In the field of batteries and energy storage, the opportunities to apply AI and machine learning techniques are wide-ranging.

This article was first published in Issue 72 of bestmag.

AI and machine learning have application in materials discovery. Machine learning based models can make predictions about material properties to narrow down the number of candidate materials that require time-consuming testing.

The testing and verification of cells can be accelerated by use of AI that makes predictions of the future performance and safety of cells. AI also has application in the field of optimization where it can be used in the development of charging algorithms among many others.

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