Depends mostly on the fan (5 or 10cfm), the length of extension, the gauge wires in the extension and which power supply you're using. The 5cfm I understand is less problematic with extensions/splitters than the 10cfm blower.
I tried running a 40' 18AWG 3 conductor wire extension using a 10cfm...