Diesel Particulate Filters (DPFs) are crucial emissions control devices installed in the exhaust systems of diesel engines. They function by trapping particulate matter (soot) from exhaust gases, significantly reducing harmful emissions. DPFs utilize a ceramic honeycomb structure to maximize surface area for filtration. Regeneration cycles—either passive or active—burn off accumulated soot, restoring filter efficiency. Construction typically includes stainless steel housing and temperature sensors for monitoring filter status and initiating regeneration. Modern DPFs often integrate with the engine control unit (ECU) for optimized performance and fault detection.