The production of bio-based ethylene typically involves the catalytic conversion of bioethanol. Bioethanol can be derived from various biomass sources, including sugarcane, corn, and lignocellulosic materials. The process generally involves a dehydration reaction where ethanol is converted to ethylene and water using a suitable catalyst. Common catalysts for this process include alumina, silica, and zeolites.