Why does my iPhone 11 keep going to silent mode

Silent mode refers to the side switch. You presumably mean Notifications are silent.

Usually there is some Focus mode cutting in either scheduled or positional (Like Driving)

I would delete all Focus entities and start again

If you mean the switch moves across on its own, I would tape it over.

you're welcome good luck