Case 445 series 3 engine surges

we have a 445 series 3 that was running great until it was run low on fuel. Now at full throttle it will run great for a minute then start surging and puffing blue smoke. I have already replaced both fuel filters. Any ideas?

Case 445 series 3 engine surges