Algorithms for Battery Management Systems Specialization

 

What you'll learn

How to design equivalent-circuit models for lithium-ion battery cells

How to implement state-of-charge (SOC) estimators for lithium-ion battery cells

How to implement state-of-health (SOH) estimators for lithium-ion battery cells

How to design balancers and power-limits estimators for lithium-ion battery packs

Join Free: Algorithms for Battery Management Systems Specialization

Specialization - 5 course series

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. 

Applied Learning Project

Learners will start with supplied code templates (in the Octave/MATLAB language) to build their own code to simulate lithium-ion battery cells and packs, and to estimate battery cell state-of-charge, state-of-health (capacity and resistance), remaining energy, and available power.