Early stage of development!
Joe,
As croakus pointed out, you need to make some basic decisions and then build on those to get where you are trying to be. If you do not have the expertise, you might consider a consultant. But, lets take one step. Any major brand of PLC including but not limited to, Automation Direct, GE, Modicon, Allen-Bradley, etc, will certainly have a processor and associated I/O to do your job. There are networked systems using LAN protocols, equipment specific networks such as ProfiBus, ControlNet, etc that will allow communication to all sorts of stuff. Then on the annunciator end, there are lots of options including PanelView from AB and similar ones from other mfg's. So, if this suggests some direction, then that is good. If it does not, you may want to consider a systems house/consultant to help you over the hump. We try and help any way we can here but to design a complete system is a little outside our normal scope. But keep coming here and check out the search option, you may find threads that address part of all of your concerns.