In this section, we present a case study demonstrating our sensor placement algorithm in a real-world scenario at the request of a site operator. The study illustrates how operator knowledge and site constraints can be incorporated into our optimization scheme for an actual midstream oil and gas site. The site operator and site locations are anonomyzed for confidentiality.