Michaela Pulova was last seen with her two children Amelya Pulova and David Puloon on Tuesday, November 24. They were last seen at around 7.30pm.
Firefighters are currently tackling a blaze involving around 20 tons of scrap metal in Smethwick.
It comes after around 70 people attended a barbecue at the pub on Sunday, 2 August.