Machine learning-assisted design of flow fields for redox flow batteries
Shuaibin Wan, Haoran Jiang, Zixiao Guo, Changxiang He, Xiongwei Liang, Ned Djilali, Tianshou Zhao
Abstract
An end-to-end approach is developed to design flow fields for redox flow batteries, and the quantitative design rules of flow fields are revealed for the first time.
Topics & Concepts
RedoxFlow (mathematics)Computer scienceMaterials scienceNanotechnologyMechanicsPhysicsMetallurgyAdvanced battery technologies researchAdvanced Battery Technologies ResearchAdvanced Memory and Neural Computing