2 papers
stat.ME2026
Evaluating consumption effects of intelligent control algorithms for district heated buildings
Antti Solonen, Arttu Häkkinen, Sallamaari Rapo +3
As buildings become increasingly connected and sensor-rich, intelligent remote heating control is rapidly superseding conventional local heating control. Such control algorithms of…
stat.AP2025
Partially stochastic deep learning with uncertainty quantification for model predictive heating control
Emma Hannula, Arttu Häkkinen, Antti Solonen +3
Making the control of building heating systems more energy efficient is crucial for reducing global energy consumption and greenhouse gas emissions. Traditional rule-based control…