System Identification and Estimation Framework for Pivotal Automotive Battery Management System Characteristics

The battery management system (BMS) is an integral part of an automobile. It protects the battery from damage, predicts battery life, and maintains the battery in an operational condition. The BMS performs these tasks by integrating one or more of the functions, such as protecting the cell, thermal...

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Veröffentlicht in:	IEEE transactions on human-machine systems 2011-11, Vol.41 (6), p.869-884
Hauptverfasser:	Pattipati, B., Sankavaram, C., Pattipati, K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Automotive components Battery Battery charge measurement Battery management system (BMS) Battery management systems Charge Circuits Computer science control theory systems Data processing. List processing. Character string processing Direct energy conversion and energy accumulation Electric batteries Electrical engineering. Electrical power engineering Electrical power engineering Electrochemical conversion: primary and secondary batteries, fuel cells Estimates Exact sciences and technology hidden Markov model (HMM) Hidden Markov models Hybrid electric vehicles Management systems Mathematical models Mechanical engineering. Machine design Memory and file management (including protection and security) Memory organisation. Data processing Remaining life assessment remaining useful life (RUL) Software state of charge (SOC) state of health (SOH) Studies Support vector machines support vector machines (SVMs)
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