Comment by dbcooper

For temperature control, you probably want to use a PI controller with Anti-windup. This will compensate for the limits on actuator (heating element) output, and prevent large overshoots from "windup" of the Integral element.

http://jagger.berkeley.edu/~pack/me132/Section15.pdf