Regeneration methods depend on the type of deactivation. For fouling, physical cleaning or solvent washing might suffice. For poisoning, chemical treatments or high-temperature oxidation may be required. Sintered catalysts often require re-dispersion techniques, while thermally degraded catalysts might need complete replacement.