The Blues are looking to bring in Guilherme as cover for Petr Cech, according to the Daily Mail.
Lokomotiv are reportedly willing to discuss a deal with the Premier League side.
Guilherme has yet to be capped by Brazil and could struggle to get a work permit in England.
