There have been two Chelsea Bridges, on the site of what was an ancient crossing.
The first Chelsea Bridge was called Victoria Bridge. It opened in 1857.
The old bridge was replaced by the current one in 1937.
Media related to Chelsea Bridge at Wikimedia Commons