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" Adaptive time series modeling of charging and discharging processes of lithium-ion batteries and applications in battery management systems "


Document Type : Latin Dissertation
Language of Document : English
Record Number : 803928
Doc. No : TL48737
Call number : ‭1788599305;‮ ‬10109747‬
Main Entry : Nelson, David Dushan
Title & Author : Adaptive time series modeling of charging and discharging processes of lithium-ion batteries and applications in battery management systems\ Arab AlsharifDas, Manohar
College : Oakland University
Date : 2015
Degree : Ph.D.
student score : 2015
Page No : 165
Note : Place of publication: United States, Ann Arbor; ISBN=978-1-339-73016-5
Abstract : The primary objective of this dissertation is to present a new method of modeling the charging and discharging processes of lithium-ion batteries, investigate their effectiveness and explore their applications. The primary contributions of this research work include development of adaptive time series models for modeling the charging and discharging processes of individual lithium-ion cells, extension of the above concepts to multi-cell lithium-ion batteries, and development of a new scheme for predicting the state of health of lithium-ion batteries.
Subject : Electrical engineering
Descriptor : Applied sciences;Battery Model;Charging;Discharging;Lithium-Ion Batteries;State of Health Estimation
Added Entry : Das, Manohar
Added Entry : Oakland University
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