Patton Township is a township in Centre County, Pennsylvania, United States. It is part of the State College, Pennsylvania Metropolitan Statistical Area. The population was 15,801 at the 2020 census, which is a 3.2% increase from the 2010 census. Patton Township is served by the Patton Township Police Department and Alpha Fire Company. Alpha Fire Company maintains one of its two substations in Patton Township.