One thing to add: PID can also refer to a very common type of controller, a Proportional-Integral-Derivative controller. (http://en.wikipedia.org/wiki/PID_controller)
Therefore, it is a good idea to always write "P&ID" and to say "P-and-I-D," like pennpier mentioned, when referring to drawings...