My CD43 (Blaupunkt BP9262) works fine when connecting 12V the first time but if it is left with 12V for a couple of hours, it no longer starts. I can hear a short buzz but nothing else happens. If I leave unconnected for a while, it starts again.

Could this be a bad capacitor issue or is it something else? Any hints on which components to replace is appreciated!