Hydrogen is identified as a key technology for achieving carbon neutrality and facilitating the global energy transition, as evidenced by its role in strategic supply chains [1] and its classification as a low-carbon fuel [2]. Academic literature explicitly examines this relationship, highlighting both the challenges to its implementation [3] and its overall significance in the transition process [4], [5].