How often should I have to replace parts?

It depends on the manufacture.  Most aerators last 3-4 years, the models that we use can be rebuilt at half the cost of a new one.  Plan on replacing an effluent pump every 6 years.  Control panel parts vary too much to list.  We replace sprinklers all the time, usually due to kids learning how to mow grass.