Luggage Consignment - Beijing to Shanghai

I want to bring a couple of large suitcases on a trip from Beijing to Shanghai, do you know if any of the trains/stations offer consignment services? Which one would I need to take?

I don't mind taking a slow ride, but as I have a lot of luggage and I am travelling alone it would be better if I could check my bags.