although of course doable id be more concerned about the lower power of natural gas. my propane grill on max aint super strong and natural gas is supposedly a lot weaker. the physical size of the flame on my grill is small on max but pretty potent yet i need a huge flame on my stove to get similar cooking power. also the regulator and pressure is gonna be different so id check specs on the systems.