A SCADA (supervisory control and data acquisition) is an automation control system that is used in industries such as energy, oil and gas, water, power, and many more. The system has a centralized system that monitors and controls entire sites, ranging from an industrial plant to a complex of plants across the country. I have used it to link to a PLC to do rather complex functions, however the problem arises when you want some one else to work on it. OK at work there is always some one else working along side ones self, but at home finding a house bashing electrician who is a scheme member and also has worked with PLC's is near impossible, most who can program SCADA are not interested in paying the scheme provider there fee for the odd time they work on domestic. And the LABC charges are rather expensive.
So yes it can be done, but better to select the systems designed for home use, I was looking at my Mitsubishi FX the other day thinking will I every use it, even the cheapest PLC your looking at over £100, seem to remember the lead cost me £120 and I won the software, and have not got the install disks so would need to use a rather old Windows 3.11 laptop. So unlikely I will ever use it. I had planned to use it for central heating, but Nest does a better job.
Son gave me an arduino uno to play with, actually harder to program than a PLC, but I am 69 and at some point in the future I will not be able to fix it any more, so want something the local heating engineer can fix.