 This research proposes a system for optimizing the operation of boilers in a power plant. It uses dynamic programming techniques to calculate the best combination of boiler units to minimize fuel costs. The system can reduce fuel costs by up to 1.4%, providing a potential competitive advantage for energy-intensive industrial enterprises. This article was authored by Alexandra V. Vargonova, Vadimur Kranshin, and Andrei Iradyanov.