Regardless of the time of day you decide to fly, the ticket price will remain around the same. Book flights from Champaign to Pennsylvania as you normally would.
Due to multiple factors, expect to potentially pay more when booking in September. For low rates, June can be a great choice for travel to Pennsylvania. Flights to Pennsylvania from Champaign in June are about $437 on average during June, but can be found for as low as $353.