Algorithms for Battery Management Systems Specialization

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.

WHAT YOU WILL 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

Coursera

University of Colorado System

Battery Pack Balancing and Power Estimation (Coursera)

Engineering

Unlock the secrets to efficient battery management with our Battery Pack Balancing and Power Estimation course. Designed for electrical engineering professionals, this course will equip you with the skills needed to design advanced balancing systems and accurately compute remaining energy and available power for your battery packs. Perfect for those looking to advance their knowledge in renewable energy solutions.

Jun 15th 2026

5-12 Weeks

MATLAB Algorithms Octave

Coursera

University of Colorado Boulder,University of Colorado System

Introduction to battery-management systems (Coursera)

Engineering

Discover the basics of battery-management systems (BMS) with our Introduction to Battery-Management Systems course. Learn about lithium-ion cell terminology, functions, and requirements that are crucial for understanding modern energy storage solutions. Perfect for beginners and professionals looking to expand their expertise in electrical engineering and renewable energy technologies.

Jun 15th 2026

5-12 Weeks

Electrical Engineering Algorithms for Battery Management Systems Specialization Battery Pack

Coursera

University of Colorado Boulder,University of Colorado System

Equivalent Circuit Cell Model Simulation (Coursera)

Engineering

Discover the secrets behind modeling and simulating lithium-ion battery cells with our in-depth Equivalent Circuit Cell Model Simulation course. Gain a deep understanding of each component's role, learn parameter determination techniques from lab data, and explore practical applications for load profile simulations.

Jun 15th 2026

5-12 Weeks

Electrical Engineering Algorithms for Battery Management Systems Specialization Battery Pack

Coursera

University of Colorado Boulder,University of Colorado System

Battery State-of-Charge (SOC) Estimation (Coursera)

Engineering

Discover the secrets behind precise battery monitoring with our Battery State-of-Charge (SOC) Estimation course. Designed for engineers and enthusiasts alike, this program offers a deep dive into the principles of accurately measuring battery health and predicting remaining capacity. Taught by experts from CU Boulder's Electrical Engineering department, you'll gain valuable skills applicable to electric vehicles, renewable energy systems, and beyond.

Jun 15th 2026

5-12 Weeks

Electrical Engineering SOC Algorithms for Battery Management Systems Specialization

Coursera

University of Colorado Boulder,University of Colorado System

Battery State-of-Health (SOH) Estimation (Coursera)

Engineering

Discover the secrets to prolonging battery lifespan and enhancing energy efficiency with our specialized online course in Battery State-of-Health (SOH) Estimation. Designed for engineers, researchers, and professionals working with batteries, this course provides a deep dive into understanding, measuring, and predicting battery degradation. Learn from experienced instructors at one of the top universities and apply practical techniques to make informed decisions about battery management.

Jun 15th 2026

5-12 Weeks

Electrical Engineering Battery Storage Algorithms for Battery Management Systems Specialization

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