The invention discloses a sludge conditioning dehydration coupling carbonization reduction treatment method. The method comprises the following steps: A, flue gas flow, to be more specific, hot flue gas enters a pyrolysis carbonization system to indirectly heat sludge, heat is absorbed by the carbonization process, discharged flue gas enters a thermal drying dehydration system, the sludge is dried, and tail gas carrying a small amount of dust enters a cyclone dust collector to be subjected to solid-gas separation, enters a deodorization device through a desulfurization and denitrification system and a system induced draft fan to be deodorized and purified, and then is discharged after reaching the standard; and B, a sludge process, to be more specific, wet sludge is sent to a conditioningtank for homogeneous conditioning, to a mechanical filter pressing device for filter pressing, to a semi-dry sludge bin, to a sludge thermal drying dehydration system via a sludge buffer hopper, and to a pyrolysis carbonization system after directly contacting with hot flue gas for heat exchange, the sludge is indirectly heated and carbonized by the high-temperature flue gas, organic matters in the sludge are precipitated in volatile forms, residual water is evaporated and precipitated, the sludge forms sludge carbon in the pyrolysis carbonization system, and after cooling, the sludge is sentto a finished product bin for loading and outward transportation.