Oily sludge pyrolysis has become a strategically important treatment pathway for hazardous residues generated by petroleum extraction, storage, and refining activities. These sludges contain complex mixtures of hydrocarbons, water, solids, and trace contaminants, posing persistent environmental and regulatory challenges. While pyrolysis offers volume reduction and resource recovery advantages, compliance assurance remains the defining factor for operational legitimacy. A well