As a follow-on course to "Linear Kalman Filter Deep Dive", this course derives the steps of the extended Kalman filter and the sigma-point Kalman filter for estimating the state of nonlinear dynamic ...
Electric vehicles (EVs) have emerged as a promising trend for future development. Serving as the core energy source for EVs, lithium-ion batteries offer advantages. Accurate SoC estimation is vital ...
In this course, you will learn how to implement different state-of-health estimation methods and to evaluate their relative merits. Prior knowledge needed: ECEA 5730, ECEA 5731, ECEA 5732, a ...
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