Hi,
Any number of possibilities.
Has someone been inside the computer to modify something? A cable or wire may have been left disconnected.
The power supply may be failing.
The hard disc may be failing.
The BIOS settings may have been disturbed.
It sounds like getting an expert in to view it before you lose all your data