Application of AI In Lithium Ion Batteries: Promoting Technological Innovation And Improving Efficiency

Artificial intelligence is deeply reshaping the lithium-ion battery industry. In the field of material research and development, AI uses machine learning to select solid electrolytes from millions of candidate materials, shortening the lithium-ion battery research and development cycle by 80%. In the production process, AI controls lithium-ion battery manufacturing parameters in real time, reducing the scrap rate by 35%. For battery life prediction, the deep learning model developed by the MIT team has an error rate of <3%. In the field of fault prediction, LG Energy Solution's AI diagnostic system warns of lithium-ion battery abnormalities 14 days in advance, reducing downtime by 60%.