As the global energy sector ****itions toward a low-carbon future, the petroleum refining industry faces increasing pressure to reduce its carbon footprint. Crude oil distillation units (CDUs), which are the backbone of refineries, are significant contributors to greenhouse gas (GHG) emissions. Decarbonizing