This document analyzes and proposes optimizations for a mechanical utility system at a chemical plant. The objectives are to analyze the current system, identify areas for improvement, and increase efficiency. Currently, ambient air is compressed using reciprocating compressors to obtain nitrogen for chemical processes. The analysis finds the reciprocating compressors have lower efficiency than alternative screw compressors. Replacing the reciprocating compressors with screw compressors could save on maintenance costs, power consumption, floor space usage, and result in total estimated annual savings of over 9 lakh rupees.