This is what worked for me:
Disconnect AC power plug from the computer (mine is a laptop).
Hold the on/off button down for a full 60 seconds.
Release the on/off button.
Reconnect the AC power plug.
Depress the on/off button to restart the computer.

It is the same procedure for when your computer will not turn on.

So far, so good for me. Hope it helps others.