Toward a Unified Description of Battery Data

Battery research initiatives and giga-scale production generate an abundance of diverse data spanning myriad fields science engineering. Modern battery development is driven by the confluence traditional domains natural with emerging like artificial intelligence vast engineering logistical knowledge needed to sustain global reach Gigafactories. Despite unprecedented volume dedicated targeting affordable, high-performance, sustainable designs, these endeavours are held back lack common vocabulary standards, as well as, machine readable tools support interoperability. An ontology a model that represents domain map concepts relations between them. A offers effective means unify battery-related activities across different fields, accelerate flow in both human- machine-readable formats, integration development. Furthermore, logically consistent expansive essential digitalization standardization efforts, such passport. This review summarizes current state development, needs for field, meet this need.