After struggling with version 11.0.U2 (web GUI would not be visible from any browser any more), I decided to do a fresh install of the latest version ... 11.1.U1 in my case.
I installed the iso on an USB drive, so that I could install FreeNAS on an SSD.
The install went fine (first fresh install...