“…With the advantages of long life span, low cost, large capacity, earth-abundant elctrocatalysts and mature system integration, AWEs are more suitable for the large-scale industrial hydrogen production among these three technologies [22][23][24] , especially for the promising direct seawater electrolysis [25][26] . The microcosmic electrochemical principles about AWEs are well studied based on the small-scale electrolysers (usually tens of milliwatts ~ hundreds of watts), like OER and anode materials, HER and cathode materials, membrane, mass transfer, gas-liquid two phase flow and so on [27][28][29][30][31][32][33] . Usually, the established models and analysis methods are based on the lumped parameters, and the related phenomena of small-scale electrolysers can be accurately predicted through these microcosmic electrochemical principles.…”