This course can also be taken for academic credit as ECEA 5733, part of CU Boulder s Master of Science in Electrical Engineering degree. In this course, you will learn how to implement different state-of-health estimation methods and to evaluate their relative merits. By the end of the course, you will be able to: -\tIdentify the primary degradation mechanisms that occur in lithium-ion cells and understand how they work -\tExecute provided Octave/MATLAB script to estimate total capacity using WLS, WTLS, and AWTLS methods and lab-test data, and to evaluate results -\tCompute confidence intervals on total-capacity estimates -\tCompute estimates of a cell s equivalent-series resistance using lab-test data -\tSpecify the tradeoffs between joint and dual estimation of state and parameters, and steps that must be taken to ensure robust estimates (honors)