Our Concept is organised as follows: first, we discuss the BMM application, including its layout, followed by a description of the embedded mathematical modelling, which allows the evaluation of the influence of manufacturing parameters on the electrodes and cells' properties. Next, we describe a usage scenario and preliminary results, and finally, we provide a summary and outlook of our work.