✅ Energy teams that have good instrument data and a dedicated optimization engineer.
Calculating the "marginal cost" of steam and electricity to decide whether to generate power on-site or purchase it from the grid. aspen utilities planner
Modern utility planning software provides real-time data on the carbon intensity of every pound of steam produced. This transparency allows companies to report their Scope 1 and Scope 2 emissions with high precision. The Economic Impact of Precision Planning ✅ Energy teams that have good instrument data
The Problem: Production slows down on weekends. The plant still needs 50% of its steam, but three large boilers are running inefficiently at 40% load. The Planner's Solution: It runs an optimization and suggests shutting down two boilers and running one boiler at 85% load (peak efficiency). Result: 15% reduction in fuel gas consumption over 48 hours. This transparency allows companies to report their Scope