Based on the results reported here, Simubat 4.0 Gen-2 is a usable and useful tool for battery manufacturing educational purposes. From the point of view of usability (or ease of use), we have shown that Simubat 4.0 Gen-2 is a training tool that allows users to easily, quickly, and visually understand the complex processes involved in battery manufacturing and the composition and properties of the anode and cathode from a different level of visualization.