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Melgaard SP, Johra H, Nyborg VØ, Marszal-Pomianowska A, Jensen RL, Kantas C, Larsen OK, Hu Y, Frandsen KM, Larsen TS, Svidt K, Andersen KH, Leiria D, Schaffer M, Frandsen M, Veit M, Ussing LF, Lindhard SM, Pomianowski MZ, Rohde L, Hansen AR, Heiselberg PK. Detailed operational building data for six office rooms in Denmark: Occupancy, indoor environment, heating, ventilation, lighting and room control monitoring with sub-hourly temporal resolution. Data Brief 2024; 54:110326. [PMID: 38590615 PMCID: PMC11000166 DOI: 10.1016/j.dib.2024.110326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 02/22/2024] [Accepted: 03/11/2024] [Indexed: 04/10/2024] Open
Abstract
The operational building data presented in this paper has been collected from six office rooms located in an office building (research and educational purposes) located on the main campus of Aalborg University in Denmark. The dataset consists of measurements of occupancy, indoor environmental quality, room-level and system-level heating, ventilation and lighting operation at a 5 min resolution. The indoor environmental quality and building system data were collected from the building management system. The occupancy level in each monitored room is established from the computer vision-based analysis of wall-mounted camera footage of each office. The number of people present in the room is estimated using the YOLOv5s image recognition algorithm. The present dataset can be used for occupancy analysis, indoor environmental quality investigations, machine learning, and model predictive control.
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Affiliation(s)
| | - Hicham Johra
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Victor Ørsøe Nyborg
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Anna Marszal-Pomianowska
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Rasmus Lund Jensen
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Christos Kantas
- Department of Architecture, Design and Media Technology, Aalborg University, Rendsburggade 14, 9000 Aalborg, Denmark
| | - Olena Kalyanova Larsen
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Yue Hu
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Kirstine Meyer Frandsen
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Tine Steen Larsen
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Kjeld Svidt
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Kamilla Heimar Andersen
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Daniel Leiria
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Markus Schaffer
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Martin Frandsen
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Martin Veit
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Lene Faber Ussing
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Søren Munch Lindhard
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | | | - Lasse Rohde
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Anders Rhiger Hansen
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
| | - Per Kvols Heiselberg
- Department of the Built Environment, Aalborg University, Thomas Manns vej 23, 9220 Aalborg Øst, Denmark
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