For citations:

Ragulin A.A., Bronskaya V.V., Balzamov D.S. Improvement of oil heating unit calculation methods using digital modeling and machine learning. Power engineering: research, equipment, technology. 2025;27(5):168-181. (In Russ.) https://doi.org/10.30724/1998-9903-2025-27-5-168-181