How to measure EV battery health?

As one of the important indicators of EV battery health, the current mainstream SOC estimation methods are as follows: (1) Discharge test method; (2) Current integration method; (3) Kalman filtering algorithm. Fig. 4. EV battery testing device . .

How do I choose a battery test method?

Choosing the appropriate method depends on the application and the type of information required from the battery, such as state of charge (SOC), internal or external defects, state of health (SOH), accessibility, heat generation, and real-time measurements.

How do non-destructive inspection methods affect lithium-ion batteries?

In this framework, non-destructive inspection methods play a fundamental role in assessing the condition of lithium-ion batteries, allowing for their thorough examination without causing any damage.

Can EV batteries be inspected online?

To the best of the authors’ knowledge, the contributions of this article are as follows: A complete solution for the whole life cycle online inspection and fault detection of EV batteries is proposed, using the SOC, SOH algorithm and drive method for special scenario application described in the paper.

What are the main contents of EV battery testing?

The main contents of EV battery testing are SOC, SOH and battery remaining life prediction. For SOC, currently, the major manufacturers mainly apply the current integration method. For SOH, currently, the major manufacturers mainly apply the voltage curve fitting method.

How to test EV battery?

The traditional EV battery test setup is shown in Fig. 4. EV charging via an inverter. The red box is the control trolley, a built-in detection battery detection module . For the above detection content, different detection methods are proposed as well.