Due to multiple factors, expect to potentially pay more when booking in February. For low rates, July can be a great choice for travel to State College. Flights to State College from Melbourne in July are about $415 on average during July, but can be found for as low as $233.
Regardless of the time of day you decide to fly, the ticket price will remain around the same. Book flights from Melbourne to State College as you normally would.