Reliability of Raspberry PI would be poor in many HMI environments. But that is only something limited by cost.
In the netherlands we have a graphical thermostat/house controller ("
toon") you can get from your energy company. It has a 7" display, and used an 400 MHz Freescale MCIMX27MOP4a equivalent. (not sure if it is still that one) It runs linux iirc.