At a local DIY chain (HUBO), they sell these Qnect plugin power-plugs and they are compatible with Domoticz. In order to use them I used an RFXCOM RFXtrx433XL USB connected device. It is connected to my RPI through one of the USB ports.
I had to struggle a little bit to get them working, I found ...