dpf, diesel particulate filter. basically its a filter that traps the large black bits of soot that come out of your tailpipe. once in a while it cleans itself , usually by using extra fuel to raise the temp of the exhaust to burn off the soot and turn it to ash. once full of ash, you fit a new one.