Statistical Characterization of the State-of-Health of Lithium-Ion Batteries with Weibull Distribution Function—A Consideration of Random Effect Model in Charge Capacity Decay Estimation

Statistical Characterization of the State-of-Health of Lithium-Ion Batteries with Weibull Distribution Function—A Consideration of Random Effect Model in Charge Capacity Decay Estimation

Effective prognosis of lithium-ion batteries involves the inclusion of the influences of uncertainties that can be incorporated through random effect parameters in a nonlinear mixed effect degradation model framework. This study is geared towards the estimation of the reliability of lithium-ion batt...

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Bibliographic Details
Main Authors: Chinedu I. Ossai, Nagarajan Raghavan
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Batteries
Subjects:
charge capacity decay
end of life
reliability
state of health
uncertainty
Weibull distribution function
Online Access:https://www.mdpi.com/2313-0105/3/4/32

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