Nowadays, battery design must be considered a multi-disciplinary activity focused on product sustainability in terms of environmental impacts and cost. The paper reviews the design tools and methods in th. ••The design methods of Li-ion batteries have been changing for twenty y. Li-ion batteries are changing our lives due to their capacity to store a high energy density with a suitable output power level, providing a long lifespan. Despite the evident advantag. A Li-ion battery pack is a complex system with specific architecture, electrical schemes, controls, sensors, communication systems, and management systems. Current battery s. Sustainable mobility and renewable energy applications are demanding Li-ion battery packs. One of the main limitations of Li-ion battery packs concerns the high cost of fabrication and p. AESMPSO Adaptive Ensemble of Surrogate Models and Particle Swarm OptimizationBMS Battery Manage.