You are correct, or it may be something more serious, i.e. pump etc.
The fuse is behind the passenger dash, 30A, you may find this has melted
Some clip on underneath the dash, but you may need to remove the 'lower fascia' otherwise.
The warning lamp is illuminated due to low pressure.
Martin