I believe you can rent the facilities out but it's first come first served. The Mercer County Park Commission should be able to help you out with that. http://www.mercercountyparks.org/#!/facilities/picnic-areas
There are many areas to this park, including pavilions by the lake that can be rented.
Thanks! Your answer is awaiting moderation.