Thanks all above for posting very helpful. I'll add my experience in case of use to anyone, it was easier than I thought it would be ;-).
Girlfriend complained of intermittent false signals from parking sensors on her 2017 i3. I had a look and two of the 4 rear sensors were corroded, paint...