This article supports SDGs 7 and 9 by introducing the application of PEM fuel cells in different fields and the current status of related technologies, and it proposed that machine learning and artificial intelligence have important potential in optimizing the design, control, cost reduction, durability improvement, and monitoring operational health of fuel cells.