Battery Management Systems of Electric and Hybrid Electric Vehicles

Battery Management Systems of Electric and Hybrid Electric Vehicles

The topics of interest in this book include significant challenges in the BMS design of EV/HEV. The equivalent models developed for several types of integrated Li-ion batteries consider the environmental temperature and ageing effects. Different current profiles for testing the robustness of the Kal...

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Bibliographic Details
Other Authors: Tudoroiu, Nicolae (Editor)
Format: Book Chapter
Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
Subjects:
Technology: general issues
arrayed waveguide grating (AWG)
CMOS sensor
direct laser lithography
fiber Bragg grating (FBG)
lithium-ion battery
fault detection and isolation
sensor fault
battery model
battery management systems
battery degradation
electric vehicles
online parameter estimation
recursive least squares
parallel-connected cells
measuring test bench
current distribution
tab contact resistance
battery
ultracapacitor
supercapacitor
electric mobility
electric bus
SAFT lithium-ion battery
Simscape model
3RC ECM Li-ion battery model
state of charge
adaptive EKF SOC estimator
adaptive UKF SOC estimator
particle filter SOC estimator
ADVISOR estimate
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Description
Summary:The topics of interest in this book include significant challenges in the BMS design of EV/HEV. The equivalent models developed for several types of integrated Li-ion batteries consider the environmental temperature and ageing effects. Different current profiles for testing the robustness of the Kalman filter type estimators of the battery state of charge are used in this book. Additionally, the BMS can integrate a real-time model-based sensor Fault Detection and Isolation (FDI) scheme for a Li-ion cell undergoing degradation, which uses the recursive least squares (RLS) method to estimate the equivalent circuit model (ECM) parameters. This book will fully meet the demands of a large community of readers and specialists working in the field due to its attractiveness and scientific content with a great openness to the side of practical applicability. This covers various interesting aspects, especially related to the characterization of commercial batteries, diagnosis and optimization of their performance, experimental testing and statistical analysis, thermal modelling, and implementation of the most suitable Kalman filter type estimators of high accuracy to estimate the state of charge
Physical Description:1 electronic resource (146 p.)
ISBN:books978-3-0365-1061-3
9783036510606
9783036510613
Access:Open Access

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