METHOD AND ELECTRONIC DEVICE FOR EVALUATING REMAINING USEFUL LIFE (RUL) OF BATTERY
An electronic device, including a memory; a processor; and a remaining useful life (RUL) prediction controller configured to: identify at least one parameter corresponding to at least one of a physical composition and a chemical composition of a plurality of used batteries during at least one of a c...
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Main Authors | , , , |
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Format | Patent |
Language | English |
Published |
04.05.2023
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Subjects | |
Online Access | Get full text |
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Summary: | An electronic device, including a memory; a processor; and a remaining useful life (RUL) prediction controller configured to: identify at least one parameter corresponding to at least one of a physical composition and a chemical composition of a plurality of used batteries during at least one of a charging and a discharging of the plurality of used batteries; determine a pattern of variations in at least one of a voltage, a current, a temperature, and a resistance during every cycle of the charging and the discharging of the plurality of used batteries until a failure; generate an artificial intelligence (AI) model which is trained based on a correlation between the determined pattern of variations and the at least one of the physical composition and the chemical composition; and evaluate a RUL of the plurality of used batteries using the AI model. |
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Bibliography: | Application Number: US202217968348 |