Equivalent Circuit Cell Model Simulation
In this specialization, you will learn the major functions that must be performed by a battery management system, how lithium-ion battery cells work and how to model their behaviors mathematically, and how to write algorithms (computer methods) to estimate state-of-charge, state-of-health, remaining energy, and available power, and how to balance cells in a battery pack.
Created by: Gregory Plett
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Overall Score : 84 / 100
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In this course, you will learn the purpose of each component in an equivalent-circuit model of a lithium-ion battery cell, how to determine their parameter values from lab-test data, and how to use them to simulate cell behaviors under different load profiles. By the end of the course, you will be able to:-State the purpose for each component in an equivalent-circuit model-Compute approximate parameter values for a circuit model using data from a simple lab test-Determine coulombic efficiency of a cell from lab-test data -Use provided Octave/MATLAB script to compute open-circuit-voltage relationship for a cell from lab-test data-Use provided Octave/MATLAB script to compute optimized values for dynamic parameters in model-Simulate an electric vehicle to yield estimates of range and to specify drivetrain components-Simulate battery packs to understand and predict behaviors when there is cell-to-cell variation in parameter values
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CoursesBattery Pack Balancing and Power EstimationEquivalent Circuit Cell Model SimulationBattery State-of-Health (SOH) EstimationBattery State-of-Charge (SOC) EstimationIntroduction to battery-management systems