Thanks to dylanmissuwe and his circuit http://everycircuit.com/circuit/5046671502213120.
I just added a reset pushbutton and a freewheeling diode on the relay coil.
10 Ω resistor limits current for charge (top pushbutton) and quick discharge (bottom pushbutton) of capacitor.
Delay time is currently set to about 30 sec.