Thank you for your reply! It's Seasonic PRIME 850 Platinum SSR-850PD, which is brand new (since Dec 2018).
I did not have any issue with prior setup. The problem started after I got my new almost-everything in (mobo, PSU, CPU, RAM). As for previous PSU, I believe it was Corsair Gold 650W.
OS...