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Controls of HVAC systems in digital twins – comparative framework and case study on the performance gap
School of Architecture and Civil Engineering, University of Wuppertal, Wuppertal, Germany;Department of Mechanical Engineering, University of Leuven (KU Leuven), Leuven-Heverlee, Belgium.
KTH, Skolan för industriell teknik och management (ITM), Energiteknik, Tillämpad termodynamik och kylteknik. (KTH Live-In Lab, Stockholm, Sweden)ORCID-id: 0000-0002-2300-2581
School of Architecture and Civil Engineering, University of Wuppertal, Wuppertal, Germany.
2025 (Engelska)Ingår i: Journal of Building Performance Simulation, Taylor & Francis, ISSN 1940-1493, E-ISSN 1940-1507, s. 1-18Artikel i tidskrift (Refereegranskat) Epub ahead of print
Abstract [en]

Digital Twins are a promising concept to integrate model-based design and operational applications. This study focuses on the control-related performance gap of heating, ventilation, and air-conditioning (HVAC) systems using physics-based models in Building Performance Simulation environments as Digital Twins. We present a comparative framework to contrasts the current practice of replicating HVAC controls in Digital Twins and novel approaches to use Digital Twins for the specification of HVAC controls. The application of this framework to air handling units in a case study building underlines, that the replication of either designed or implemented HVAC controls in Digital Twins is work-intensive, associate with significant uncertainties, and inevitably results in a performance gap. The control-related performance gap can be closed when HVAC controls are identically transferred from a Digital Twin Prototype on building controllers which is demonstrated using the BPS software IDA ICE and the IEC 61131-10 XML exchange format.

Ort, förlag, år, upplaga, sidor
Informa UK Limited , 2025. s. 1-18
Nationell ämneskategori
Reglerteknik Energiteknik Husbyggnad
Identifikatorer
URN: urn:nbn:se:kth:diva-358423DOI: 10.1080/19401493.2024.2446517ISI: 001391869200001Scopus ID: 2-s2.0-85214380799OAI: oai:DiVA.org:kth-358423DiVA, id: diva2:1928391
Projekt
DOCENTHiSSx
Forskningsfinansiär
Energimyndigheten, P2023-01513Tillgänglig från: 2025-01-16 Skapad: 2025-01-16 Senast uppdaterad: 2025-02-25Bibliografiskt granskad

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Molinari, Marco

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