John,
On my 8300 using the controls on the front panel:
wake up printer by hitting "menu"
scroll right to the "set/Adj Menu" screen (furthest right choice), push "OK"
scroll down to "system setup", push "OK"
scroll to "shut down timer", push "OK"
choose "off"
Hope that helps
Stuart