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Published Date
2 April 2026 12 AM
Article Title
Predict Lithium Ion Battery State Of Charge Using Kalman Filter Method
Short Description
Kalman filter is often paired with coulomb counting method to compute battery SOC (state of charge). Kalman filter has role to correct the estimated SOC from coulomb counting computation.
DF
Degananda Ferdian on engineering-with-python
Table of Content
Topics Covered
Background
SOC (state of charge) is one of the most critical paramter for consumer as it determines the energy left from the battery. Consumer need that SOC information to charge their devices (for example EV car or smart phone) before the devices is out of battery which can affect their activities.
Objectives
To understand how to incorporate coulomb counting and kalman filter to estimate and predict battery SOC
Deliverables
Article & Illustration
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