Engine noise

The engine in my 1999 Plymouth Voyageur van has started making a chugging-like sound. This sound is worst on a cold start and gradually decreases as I drive the vehicle. It sounds like a diesel engine. Had the oil changed, but that hasn't solved anything. Mechanic is suggesting an engine flush. Any advice?