Austrian researchers have developed an optimization framework that accounts for part-load efficiency when sizing and operating heat pumps, enabling more realistic system planning. A case study in Innsbruck found the approach could cut electricity consumption by 4.5% and annual costs by 2.9%, while relaxed formulations significantly reduced computation times.