In this specialization, you will delve into the essential functions of a battery management system and the mathematical modeling of lithium-ion battery cells. Through comprehensive modules, you will master the design of equivalent-circuit models for battery cells, implementation of state-of-charge and state-of-health estimators, and the design of balancers and power-limits estimators for battery packs.
Key Learning Objectives:
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Uncover the intricate workings of lithium-ion battery cells and algorithms used to estimate state-of-charge, state-of-health, remaining energy, and available power, as well as how to balance cells in a battery pack.
Gain a comprehensive understanding of the essential functions of a battery management system and the requirements of lithium-ion battery cells.
Learn to design equivalent-circuit models for lithium-ion battery cells to simulate their behavior and performance accurately.
Discover how to implement state-of-charge (SOC) estimators for lithium-ion battery cells to accurately estimate the remaining charge in a battery.
Master the implementation of state-of-health (SOH) estimators for lithium-ion battery cells to evaluate the health and performance of a battery system.
Explore the design of balancers and power-limits estimators for lithium-ion battery packs to ensure balanced charging and power management.
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