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State Estimation Strategies in Lithium-ion Battery Management Systems
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State Estimation Strategies in Lithium-ion Battery Management Systems
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State Estimation Strategies in Lithium-ion Battery Management
Systems presents key technologies and methodologies in modeling and
monitoring charge, energy, power and health of lithium-ion
batteries. Sections introduce core state parameters of the
lithium-ion battery, reviewing existing research and the
significance of the prediction of core state parameters of the
lithium-ion battery and analyzing the advantages and disadvantages
of prediction methods of core state parameters. Characteristic
analysis and aging characteristics are then discussed. Subsequent
chapters elaborate, in detail, on modeling and parameter
identification methods and advanced estimation techniques in
different application scenarios. Offering a systematic approach
supported by examples, process diagrams, flowcharts, algorithms,
and other visual elements, this book is of interest to researchers,
advanced students and scientists in energy storage, control,
automation, electrical engineering, power systems, materials
science and chemical engineering, as well as to engineers, R&D
professionals, and other industry personnel.
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