After the rise on initial heating, does it ever come back to set? If not, I suspect the smoker box probe. Either some coating or build-up preventing it from accurately reporting temp to the controller, or a bad probe, which should be easy to replace. I'd try that before replacing the entire controller, which may not correct the bad probe reading, and leave you with the same problem..