The deal is thought to be worth £25-million plus another £12-million in potential add-ons.
The Belgian striker was re-signed by Chelsea for just under £100-million in 2021.
The Londoners are thought to be looking at either Napoli’s Victor Osimhen or Brentford forward Ivan Toney as a replacement.