Replace the plug.
Was the old one one of those "Duraplug" rubber plugs? They were notorious for developing a poor contact in the fuseholder.
If it is a rewirable plug and not a moulded-on one, you could, if you are competent, open it up and check the terminals are all tight and that the fuse contacts are clean and tight.
Acp
August 2017