This document analyzes the feasibility of saving energy in a boiler feed pump (BFP) system by reducing the gearbox ratio. It finds that reducing the ratio from 1:3.57 to 1:3.4 could save 147 kW per BFP on average. For two BFPs, this would amount to annual savings of 1.81 million kWh in energy or 1809 tons in lignite. The simple payback period for modifying the two BFP gearboxes is estimated to be 4.15 years. Further investigation is needed to check if vibration or operational issues could arise from the gearbox ratio change and how quickly the original setup could be restored if problems occur.