TY - JOUR A1 - Chaturvedi, Pushpendra Kr. A1 - Kumar, Nand A1 - Toftum, Jørn A1 - Andersen, Rune Korsholm A1 - Lamba, Ravita A1 - Mehta, Kedar T1 - Exploring influential parameters affecting residential building energy use: advancing energy efficiency through machine learning JF - Clean Technologies and Environmental Policy UR - https://doi.org/10.1007/s10098-025-03301-x Y1 - 2025 UR - https://doi.org/10.1007/s10098-025-03301-x SN - 1618-9558 VL - 27 IS - 11 SP - 6975 EP - 6996 PB - Springer CY - Berlin ER - TY - CHAP A1 - Reum, Tobias A1 - Natale, Christian A1 - Schmitt, David A1 - Dongellini, Matteo A1 - Naldi, Claudia A1 - Summ, Thorsten A1 - Morini, Gian Luca A1 - Schrag, Tobias ED - Zilio, Claudio ED - Busato, Filippo ED - Mazzarella, Livio ED - Noro, Marco T1 - Control Strategies for Active Regeneration in a Dual-Source Heat Pump T2 - Proceedings of the 15th REHVA HVAC World Congress - CLIMA 2025: Volume 1 UR - https://doi.org/10.1007/978-3-032-06806-4_55 Y1 - 2025 UR - https://doi.org/10.1007/978-3-032-06806-4_55 SN - 978-3-032-06806-4 SP - 564 EP - 574 PB - Springer CY - Cham ER - TY - CHAP A1 - Schmitt, David A1 - Reum, Tobias A1 - Summ, Thorsten A1 - Schrag, Tobias ED - Zilio, Claudio ED - Busato, Filippo ED - Mazzarella, Livio ED - Noro, Marco T1 - Comparison of Heat Pump Modelling Approaches for Predictive Controllers to Optimize the Efficiency of Modulating Air-Source Heat Pumps: A Case Study from South Germany T2 - Proceedings of the 15th REHVA HVAC World Congress - CLIMA 2025: Volume 1 UR - https://doi.org/10.1007/978-3-032-06806-4_59 Y1 - 2025 UR - https://doi.org/10.1007/978-3-032-06806-4_59 SN - 978-3-032-06806-4 SP - 611 EP - 620 PB - Springer CY - Cham ER -