In the context of the gradual depletion of fossil fuels and the energy crisis, hydrogen energy has attracted widespread attention due to its ultra-high energy density and eco-friendly properties. However, most of the hydrogen production still relies on fossil fuels, with less than 1 million tons produced as low-emission hydrogen in 2021, which means it has limited benefits in mitigating the energy crisis and environmental degradation.