Petroleum extraction, refining, and transportation operations perpetually generate hazardous petroleum sludge, an intractable mixture of heavy hydrocarbons, water, and inorganic mineral matrices. Traditional disposal methodologies, such as direct landfilling or chemical stabilization, present severe ecological vulnerabilities, including prolonged contaminant persistence and sub-surface leaching of toxic aromatic fractions. Thermal desorption emerges as a highly efficient engi