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Another option worth considering is a PLC with built in Ai, Ao, Di & Do's.
They're cheap as chips these days and there are many sensors available which can be used to monitor pretty much any conceivable environmental or physical parameter. The outputs of course can include full PID analogue control and some of them have digital outputs with a high enough switching rate for PWM motor speed control if required.
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