The specs are incomplete. No mention of age as well as PSU specs.

This sort of PC is a common sight at shop counters and the usual fixes if the OS reload doesn't clear it up are PSU and motherboard replacements. There can be other issues like mixed RAM, bad caps, out of date BIOS but that's a much smaller percentage.