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- W2043217528 abstract "Reliability of lithium-ion (Li-ion) rechargeable batteries used in implantable medical devices has been recognized as of high importance from a broad range of stakeholders, including medical device manufacturers, regulatory agencies, physicians, and patients. To ensure Li-ion batteries in these devices operate reliably, it is important to be able to assess the capacity of Li-ion battery and predict the remaining useful life (RUL) throughout the whole life-time. This paper presents an integrated method for the capacity estimation and RUL prediction of Li-ion battery used in implantable medical devices. A state projection scheme from the author's previous study is used for the capacity estimation. Then, based on the capacity estimates, the Gauss-Hermite particle filter technique is used to project the capacity fade to the end-of-service (EOS) value (or the failure limit) for the RUL prediction. Results of 10 years' continuous cycling test on Li-ion prismatic cells in the lab suggest that the proposed method achieves good accuracy in the capacity estimation and captures the uncertainty in the RUL prediction." @default.
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- W2043217528 date "2014-06-01" @default.
- W2043217528 modified "2023-09-23" @default.
- W2043217528 title "Method for estimating capacity and predicting remaining useful life of lithium-ion battery" @default.
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- W2043217528 doi "https://doi.org/10.1109/icphm.2014.7036362" @default.
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