Blar i NTNU Open på forfatter "Roaldsnes, Kristian Eggereide"
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Exploration of Nonlinearities in a Lithium Ion Battery Cell Model and their impact on Particle Filters and Nonlinear Kalman Filters for State of Charge Estimation
Roaldsnes, Kristian Eggereide (Master thesis, 2018)Lithium-ion batteries are currently being used for a wide variety of applications across different industries due to their many advantages. However, lithium batteries are also sensitive to their operating conditions, and ... -
Exploring the Attributes of Particle Filter vs Nonlinear Kalman Filter for Battery State of Charge Estimation
Roaldsnes, Kristian Eggereide; Gjengedal, Ørjan; Molinas Cabrera, Maria Marta (Chapter, 2018)Accurately knowing the State of Charge (SoC) of a Lithium Ion Battery is critical for many applications, and various methods for determining it have been proposed. This paper examines the differences between the Central ...