Climate change and energy security challenges demand a rapid transition from fossil-based energy production to sustainable alternatives. The European Green Deal and the REPowerEU Plan highlight the urgency of decarbonizing Energy-Intensive Industries (EIIs) while ensuring energy supply resilience. However, many industrial and transport applications still rely on combustion-based technologies due to their need for high energy densities and thermal process requirements.