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Dervishaj, A., Malmqvist, T., Silfwerbrand, J. & Gudmundsson, K. (2024). A digital workflow for assessing lifespan, carbonation, and embodied carbon of reusing concrete in buildings. Journal of Building Engineering, 96, 1-23, Article ID 110536.
Open this publication in new window or tab >>A digital workflow for assessing lifespan, carbonation, and embodied carbon of reusing concrete in buildings
2024 (English)In: Journal of Building Engineering, E-ISSN 2352-7102, Vol. 96, p. 1-23, article id 110536Article in journal (Refereed) Published
Abstract [en]

Concrete is the most used construction material, accounting for 8% of global CO2 emissions. Various strategies aim to reduce concrete's embodied carbon, such as using supplementary cementitious materials, utilizing cleaner energy, and carbonation. However, a large potential lies in reusing concrete for new buildings in a Circular Economy, thereby closing material loops and avoiding CO2 emissions.

This study focuses on the reuse of precast concrete elements. We present a digital workflow for assessing reuse by predicting the remaining service life, estimating CO2 uptake by natural carbonation, and calculating the embodied carbon savings of concrete reuse. Both carbonation rates from EN 16757 and our investigation were applied to a case study building.

While EN 16757 rates suggest that most precast elements have reached the end of their service life, our assessment shows that these elements have a sufficient lifespan for reuse. Plaster and coverings significantly delay carbonation and extend service life. During the first service life following EN 16757, carbonation was 19,2 kg CO2/m3, whereas our prediction was 5,4 kg CO2/m3. Moreover, CO2 uptake during service life, including reuse, was less than 6% of the embodied carbon. The climate benefits of reuse greatly exceeded those of carbonation.

Furthermore, carbonation did not have a decisive influence when applying Cut-Off, Distributed, and End-of-Life allocations for assessing embodied carbon of re-used elements in subsequent life cycles. The digital workflow is useful in quickly assessing lifespan, carbonation, and embodied carbon of concrete. It can be leveraged as a decision-making tool when designing for reuse.

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
concrete, circular economy, carbonation, life cycle assessment, LCA, digital technologies, circular construction, reuse, design for reuse, sustainability, regeneration, sustainable buildings, sustainable construction, corrosion, service life, environmental impacts, IPCC, climate change, allocations, GHG emissions, embodied carbon, CO2 uptake
National Category
Building Technologies Architectural Engineering Construction Management Environmental Engineering Environmental Analysis and Construction Information Technology
Research subject
Architecture; Civil and Architectural Engineering; Civil and Architectural Engineering, Building Materials; Civil and Architectural Engineering, Building Technology; Civil and Architectural Engineering, Concrete Structures; Industrial Ecology; Civil and Architectural Engineering, Structural Engineering and Bridges
Identifiers
urn:nbn:se:kth:diva-353054 (URN)10.1016/j.jobe.2024.110536 (DOI)001304410400001 ()2-s2.0-85202299910 (Scopus ID)
Projects
ReCreate project
Funder
EU, Horizon Europe, 958200
Note

QC 20240911

Available from: 2024-09-11 Created: 2024-09-11 Last updated: 2024-09-11Bibliographically approved
Elshani, D., Dervishaj, A., Hernández, D., Gudmundsson, K., Staab, S. & Wortmann, T. (2024). An Ontology for the Reuse and Tracking of Prefabricated Building Components. In: Eva Blomqvist, Raúl García-Castro, Daniel Hernández, Pascal Hitzler, Mikael Lindecrantz, María Poveda-Villalón (Ed.), Proceedings - The 2nd International Workshop on Knowledge Graphs for Sustainability (KG4S 2024), Hersonissos, Greece, May 27th, 2024: colocated with the 21st Extended Semantic Web Conference (ESWC 2024). Paper presented at 2nd International Workshop on Knowledge Graphs for Sustainability, KG4S 2024, May 27, 2024, Hersonissos, Greece (pp. 53-64). RWTH Aachen University, 3753
Open this publication in new window or tab >>An Ontology for the Reuse and Tracking of Prefabricated Building Components
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2024 (English)In: Proceedings - The 2nd International Workshop on Knowledge Graphs for Sustainability (KG4S 2024), Hersonissos, Greece, May 27th, 2024: colocated with the 21st Extended Semantic Web Conference (ESWC 2024) / [ed] Eva Blomqvist, Raúl García-Castro, Daniel Hernández, Pascal Hitzler, Mikael Lindecrantz, María Poveda-Villalón, RWTH Aachen University , 2024, Vol. 3753, p. 53-64Conference paper, Published paper (Refereed)
Abstract [en]

Several assessment methodologies have been proposed to measure the environmental impact of buildings. However, these methodologies require processing data which is often not available or requires a high integration effort. In this paper, we propose an ontology to describe the use and reuse of prefabricated components in buildings. This ontology describes the relation between the physical object, the building component, with the digital object that represents the element in the building information model. We show that this ontology can be used to answer questions like which building components have been reused and which activities were involved in the life cycle of a building. 

Place, publisher, year, edition, pages
RWTH Aachen University, 2024
Series
CEUR Workshop Proceedings, ISSN 1613-0073
Keywords
component reuse, sustainability, precast concrete, circular economy, ontologies, asset tracking
National Category
Computer and Information Sciences Building Technologies
Research subject
Civil and Architectural Engineering; Civil and Architectural Engineering, Concrete Structures; Computer Science
Identifiers
urn:nbn:se:kth:diva-352823 (URN)2-s2.0-85204297371 (Scopus ID)
Conference
2nd International Workshop on Knowledge Graphs for Sustainability, KG4S 2024, May 27, 2024, Hersonissos, Greece
Note

This work was partially funded by the European Union’s Horizon 2020 research and innovationprogram, GA 958200 (ReCreate project); the Deutsche Forschungsgemeinschaft (DFG): Germany’s Excellence Strategy – EXC 2120/1, GA 390831618 (RP20); and the DFG: SPP 1921, GA318363223 (COFFEE project STA 572_15-2). 

QC 20240930

Available from: 2024-09-07 Created: 2024-09-07 Last updated: 2024-09-30Bibliographically approved
Dervishaj, A. & Gudmundsson, K. (2024). From LCA to circular design: A comparative study of digital tools for the built environment. Resources, Conservation and Recycling, 200, 1-19, Article ID 107291.
Open this publication in new window or tab >>From LCA to circular design: A comparative study of digital tools for the built environment
2024 (English)In: Resources, Conservation and Recycling, ISSN 0921-3449, E-ISSN 1879-0658, Vol. 200, p. 1-19, article id 107291Article in journal (Refereed) Published
Abstract [en]

This paper reviews digital tools for supporting the Circular Economy (CE) in the built environment. The study provides a bibliometric analysis and focuses on computer-aided design (CAD), building information modeling (BIM), and computational plugins that can be used by practitioners. While Life Cycle Assessment (LCA) is the primary methodology for evaluating buildings' environmental performance, the study identifies tools beyond LCA, including computational methods and circularity indicators, that can support the evaluation of circular design strategies. Our review highlights limitations in tools’ functionalities, including a lack of representative data for LCA and underdeveloped circularity indicators. The paper calls for further development of these tools in terms of interoperability aspects, integration of more sources of data for LCA and circularity, and possibilities for a comprehensive evaluation of design choices. Computational plugins offer greater flexibility, while BIM-LCA integrations have the potential to replace dedicated LCA software and spreadsheets. Additionally, the study identifies opportunities for novel digital methods, such as algorithms for circular design with various types of reused building elements, and sharing of digital twins and material passports. This research can inform future studies and support architects and engineers in their efforts to create a sustainable built environment.

Place, publisher, year, edition, pages
Elsevier BV, 2024
Keywords
building information modeling, BIM, LCA, life cycle assessment, circular economy, circular construction, bibliometric analysis, VOSviewer, algorithms, parametric design, computational design, circular design, circularity indicators, data, digitalisation, built environment, buildings, architectural design, sustainability
National Category
Environmental Engineering Civil Engineering Environmental Analysis and Construction Information Technology
Identifiers
urn:nbn:se:kth:diva-340334 (URN)10.1016/j.resconrec.2023.107291 (DOI)001113095300001 ()2-s2.0-85176947076 (Scopus ID)
Projects
ReCreate project (Horizon 2020 grant no. 958200)
Note

QC 20231204

Available from: 2023-12-04 Created: 2023-12-04 Last updated: 2023-12-22Bibliographically approved
Dervishaj, A. & Gudmundsson, K. (2024). Sunlight Autonomy for Buildings: A New Methodology for Evaluating Sunlight Performance in Urban and Architectural Design. LEUKOS The Journal of the Illuminating Engineering Society of North America, 1-31
Open this publication in new window or tab >>Sunlight Autonomy for Buildings: A New Methodology for Evaluating Sunlight Performance in Urban and Architectural Design
2024 (English)In: LEUKOS The Journal of the Illuminating Engineering Society of North America, ISSN 1550-2724, E-ISSN 1550-2716, p. 1-31Article in journal (Refereed) Published
Abstract [en]

Due to urbanization and growing density in cities in the past century, metrics were introduced to assess daylight performance such as minimum sunlight hours and the daylight factor. The paper initially explores the shortcomings of early-stage daylight and sunlight evaluation methods. A novel methodology called Sunlight Autonomy (SA) is proposed for evaluating sunlight performance in buildings. The SA is based on the “Exposure to sunlight” criteria in EN 170307 “Daylight in Buildings,” where a computational method is used for the evaluation on a specified day. The SA concept expands the analysis temporally over the entire year, and spatially on building facades, leading to new metrics for a point of evaluation, and spatial metrics for buildings. The SA methodology is analyzed in a case study across four European cities. The SA metrics on facades between February 1st and March 21st, days in EN 17037, led to differences up to 63%. This revealed a significant shortcoming in EN 17037, relevant for Nordic regions. The differences of spatial metrics between March 21st and 50% of the year were within 5%, and up to 33% between February 1st and 75% of the year. The timestep affects the metrics and a window evaluation showed that the error of a 10-minute analysis was within 5% of daily insolation and 5 days for the annual SA. The potential of these metrics for urban planning and the architectural design process is examined. The interaction between SA and EN 17037, as well as other ongoing research developments, is discussed.

Place, publisher, year, edition, pages
Informa UK Limited, 2024
Keywords
sunlight autonomy, solar autonomy, daylight, sunlight, views, EN 17037, standards, urban planning, computational design, solar access, sun access, climate-based daylight modelling, dynamic sunlight metrics, annual daylight metrics, simulation, architectural design, regulations, Nordics, health, well-being
National Category
Architectural Engineering Building Technologies Environmental Analysis and Construction Information Technology
Research subject
Architecture; Architecture, Architectural Design; Civil and Architectural Engineering, Building Technology; Civil and Architectural Engineering, Building Service and Energy Systems; Planning and Decision Analysis, Urban and Regional Studies; Physics, Optics and Photonics
Identifiers
urn:nbn:se:kth:diva-343837 (URN)10.1080/15502724.2023.2297967 (DOI)001147189300001 ()2-s2.0-85183048286 (Scopus ID)
Note

QC 20240226

Available from: 2024-02-26 Created: 2024-02-26 Last updated: 2024-02-26Bibliographically approved
Dervishaj, A. (2024). Sunlight Autonomy for Sustainable Buildings and Cities: Maximizing daylight potential outdoors and indoors. In: : . Paper presented at Daylight Academy’s Annual Conference & General Assembly 2024, 30-31 May 2024, Trondheim, Norway.
Open this publication in new window or tab >>Sunlight Autonomy for Sustainable Buildings and Cities: Maximizing daylight potential outdoors and indoors
2024 (English)Conference paper, Poster (with or without abstract) (Refereed)
Abstract [en]

Daylight, both outdoors and indoors, is essential for human well-being. However, daylight provision often faces challenges in various climates and locations, due to factors such as shortcomings in regulations, urban densification, deregulation or special exemptions, and the limitations of existing daylight and sunlight evaluation methods. To address these issues, we propose the Sunlight Autonomy, a new methodology and set of metrics, that aims to overcome the limitations of existing early-stage daylighting metrics and is valuable for urban planning and architectural design purposes.

Keywords
sunlight autonomy, daylighting, daylight, urban planning, architecture, EN 17037, standards, climate based daylight modelling (CBDM), solar access, cities, buildings, sunlight exposure, exposure to sunlight, urbanization, densification, sustainability, simulations, metrics, regulations
National Category
Architectural Engineering Building Technologies Construction Management Environmental Analysis and Construction Information Technology Architecture Public Health, Global Health, Social Medicine and Epidemiology
Research subject
Architecture; Architecture, Urban Design; Architecture, History and Theory of Architecture; Architecture, Architectural Technology; Architecture, Architectural Design; Civil and Architectural Engineering; Civil and Architectural Engineering, Building Technology
Identifiers
urn:nbn:se:kth:diva-347214 (URN)
Conference
Daylight Academy’s Annual Conference & General Assembly 2024, 30-31 May 2024, Trondheim, Norway
Note

Theme of the conference: Daylight in the service of Sustainable Development Goals: a colourful spectrum of opportunities

QC 20240605

Available from: 2024-06-04 Created: 2024-06-04 Last updated: 2024-06-05Bibliographically approved
Dervishaj, A. & Gudmundsson, K. (2023). Digital Reuse: Leveraging technology for a circular built environment. Stockholm, Sweden: KTH Royal Institute of Technology
Open this publication in new window or tab >>Digital Reuse: Leveraging technology for a circular built environment
2023 (English)Other (Other academic)
Abstract [en]

Buildings are major contributors to climate change. Reusing buildings and materials in a circular economy is a promising solution, but we need methods and tools to support it. Therefore, we develop digital innovations to support the reuse of concrete, a ubiquitous construction material that represents 7-8% of global C02 emissions. 

In this poster, we present our research progress concerning two refereed publications presented at eCAADe and EC3 & CIB W78 conferences, both published in 2023. 

Place, publisher, year, pages
Stockholm, Sweden: KTH Royal Institute of Technology, 2023. p. 1
Series
KTH Industrial Transformation Day (Industry transforms - towards circular economy)
Keywords
circular economy, circular construction, reuse, concrete, digitalization, BIM, building information modelling, RFID, NFC, tracking and tracing, buildings, digital twin, climate change
National Category
Construction Management Building Technologies Architecture
Research subject
Civil and Architectural Engineering; Architecture
Identifiers
urn:nbn:se:kth:diva-339396 (URN)
Projects
ReCreate project
Note

© 2024 The Author(s). All rights reserved. This work received the Best Poster Award at "KTH Transformation Day 2023", organized by KTH Industrial Transformation Platform. The focus of the event for 2023 was on Circular Economy (CE), and how the CE can contribute to sustainability goals.

QC 20231108

Available from: 2023-11-08 Created: 2023-11-08 Last updated: 2024-02-06Bibliographically approved
Dervishaj, A., Hernández Vargas, J. & Gudmundsson, K. (2023). Enabling reuse of prefabricated concrete components through multiple tracking technologies and digital twins. In: Proceedings of the 2023 European Conference on Computing in Construction and the 40th International CIB W78 Conference: . Paper presented at 2023 European Conference on Computing in Construction and the 40th International CIB W78 Conference (pp. 1-8). Heraklion, Crete: European Council for Computing in Construction, Article ID 220.
Open this publication in new window or tab >>Enabling reuse of prefabricated concrete components through multiple tracking technologies and digital twins
2023 (English)In: Proceedings of the 2023 European Conference on Computing in Construction and the 40th International CIB W78 Conference, Heraklion, Crete: European Council for Computing in Construction , 2023, p. 1-8, article id 220Conference paper, Published paper (Refereed)
Abstract [en]

Tracking of building components can be instrumental in reuse for a Circular Economy. Tracking technologies (TT) for building components can be used to identify and access information for decision-making from deconstruction to design for reuse. Prior research has mainly been concerned with single technologies, limited life cycle applicability and new construction. This study aims to explore the potential of combining multiple technologies, such as QR codes, NFC, and Bluetooth tags, with BIM to support reuse along the life cycles of prefabricated concrete components. The benefits and limitations of choices in TT are examined concerning information integration in circular construction.

Place, publisher, year, edition, pages
Heraklion, Crete: European Council for Computing in Construction, 2023
Keywords
building information modelling (BIM), digital twins, circular economy, asset tracking, prefabrication, reuse, concrete, Bluetooth, Near Field communication (NFC), QR code, Radio frequency identification (RFID), circular construction, precast concrete
National Category
Architectural Engineering Building Technologies
Research subject
Civil and Architectural Engineering
Identifiers
urn:nbn:se:kth:diva-333626 (URN)10.35490/EC3.2023.220 (DOI)2-s2.0-85176925131 (Scopus ID)
Conference
2023 European Conference on Computing in Construction and the 40th International CIB W78 Conference
Projects
ReCreate project
Funder
EU, Horizon 2020, 958200
Note

Part of proceeding ISBN 978-0-701702-73-1

QC 20230807

Available from: 2023-08-06 Created: 2023-08-06 Last updated: 2023-11-29Bibliographically approved
Dervishaj, A. (2023). From Sustainability to Regeneration: a digital framework with BIM and computational design methods. Architecture, Structures and Construction, 3(3), 315-336
Open this publication in new window or tab >>From Sustainability to Regeneration: a digital framework with BIM and computational design methods
2023 (English)In: Architecture, Structures and Construction, ISSN 2730-9886, Vol. 3, no 3, p. 315-336Article in journal (Refereed) Published
Abstract [en]

Design methods, frameworks, and green building certifications have been developed to create a sustainable built environment. Despite sustainability advancements, urgent action remains necessary due to climate change and the high impact of the built environment. Regenerative Design represents a shift from current practices focused on reducing environmental impacts, as it aims to generate positive effects on both human and natural systems. Although digital design methods are commonly employed in sustainable design practice and research, there is presently no established framework to guide a digital regenerative design process. This study provides an analysis of existing literature on regenerative design and digital design methods and presents a framework based on building information modelling (BIM) methodology and computational design methods, that can be applied to both urban and building design. This framework identifies digital tools and organizes indicators based on the pillars of climate, people, and nature for regenerative design, drawing upon a comprehensive analysis of literature, including standards, sustainability frameworks and research studies. The framework is illustrated through a case study evaluation. The paper also highlights the potential and limitations of digital methods concerning regenerative design and suggests possibilities for future expansion by incorporating additional quantifiable indicators that reflect research developments, to achieve positive outcomes.

Place, publisher, year, edition, pages
Springer Nature, 2023
Keywords
regenerative design, key performance indicators, building information modelling, BIM, design framework, digital tools, computational design, parametric design, climate change, bioclimatic design, daylighting, life cycle assessment, building energy modelling (BEM), design methods, sustainability, regeneration, regenerative development, architecture, architectural design, buildings, built environment, circular economy
National Category
Architectural Engineering Building Technologies Environmental Analysis and Construction Information Technology Construction Management Architecture Design
Research subject
Architecture; Architecture, Architectural Design; Architecture, Urban Design; Civil and Architectural Engineering; Architecture, Critical Studies; Planning and Decision Analysis, Strategies for sustainable development
Identifiers
urn:nbn:se:kth:diva-335331 (URN)10.1007/s44150-023-00094-9 (DOI)
Funder
KTH Royal Institute of Technology
Note

QC 20230906

Available from: 2023-09-05 Created: 2023-09-05 Last updated: 2023-09-06Bibliographically approved
Dervishaj, A., Fonsati, A., Hernández Vargas, J. & Gudmundsson, K. (2023). Modelling Precast Concrete for a Circular Economy in the Built Environment: Level of Information Need guidelines for digital design and collaboration. In: Wolfgang Dokonal, Urs Hirschberg and Gabriel Wurzer (Ed.), eCAADe 2023: Digital Design Reconsidered, Proceedings of the 41st eCAADe conference, 20-22 September 2023, Graz University of Technology Graz, Austria. Education and research in Computer Aided Architectural Design in Europe, and Graz. Paper presented at 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023), Graz, 20-22 September 2023 (pp. 177-186). Brussels, Graz: Graz University of Technology Faculty of Architecture, 2, Article ID 99.
Open this publication in new window or tab >>Modelling Precast Concrete for a Circular Economy in the Built Environment: Level of Information Need guidelines for digital design and collaboration
2023 (English)In: eCAADe 2023: Digital Design Reconsidered, Proceedings of the 41st eCAADe conference, 20-22 September 2023, Graz University of Technology Graz, Austria. Education and research in Computer Aided Architectural Design in Europe, and Graz / [ed] Wolfgang Dokonal, Urs Hirschberg and Gabriel Wurzer, Brussels, Graz: Graz University of Technology Faculty of Architecture , 2023, Vol. 2, p. 177-186, article id 99Conference paper, Published paper (Refereed)
Abstract [en]

In recent years, there has been a growing interest in adopting circular approaches in the built environment, specifically reusing existing buildings or their components in new projects. To achieve this, drawings, laser scanning, photogrammetry and other techniques are used to capture data on buildings and their materials. Although previous studies have explored scan-to-BIM workflows, automation of 2D drawings to 3D models, and machine learning for identifying building components and materials, a significant gap remains in refining this data into the right level of information required for digital twins, to share information and for digital collaboration in designing for reuse. To address this gap, this paper proposes digital guidelines for reusing precast concrete based on the level of information need (LOIN) standard EN 17412-1:2020 and examines several CAD and BIM modelling strategies. These guidelines can be used to prepare digital templates that become digital twins of existing elements, develop information requirements for use cases, and facilitate data integration and sharing for a circular built environment.

Place, publisher, year, edition, pages
Brussels, Graz: Graz University of Technology Faculty of Architecture, 2023
Series
eCAADe proceedings, ISSN 2684-1843 ; 2
Keywords
building information modelling, BIM, computer-aided design, CAD, modelling, information requirements, ISO 19650, computational design, classification systems, standards, EN 17412, level of information need, LOIN, level of development, LOD, level of detail, reuse, concrete, buildings, precast concrete, preabrication, circular economy, circular construction, data capture, digital twins, material passport, digital design, digital collaboration
National Category
Building Technologies Construction Management Environmental Analysis and Construction Information Technology
Research subject
Architecture, Architectural Design; Architecture, Architectural Technology; Civil and Architectural Engineering; Civil and Architectural Engineering, Building Technology; Civil and Architectural Engineering, Concrete Structures
Identifiers
urn:nbn:se:kth:diva-336752 (URN)10.52842/conf.ecaade.2023.2.177 (DOI)2-s2.0-85172477017 (Scopus ID)
Conference
41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023), Graz, 20-22 September 2023
Projects
ReCreate project
Funder
EU, Horizon 2020, 958200
Note

Part of ISBN 9789491207358

QC 20231013

Available from: 2023-09-19 Created: 2023-09-19 Last updated: 2023-10-13Bibliographically approved
Dervishaj, A. (2023). Operationalization of Regenerative Design Indicators: An Integrated Framework of Design and Analysis. In: Billie Faircloth, Maibritt Pedersen Zari, Mette Ramsgaard Thomsen, Martin Tamke (Ed.), Proceedings of the UIA World Congress of Architects Copenhagen 2023: Design for Climate Adaptation. Paper presented at The UIA World Congress of Architects, Copenhagen, June 2-6 2023 (pp. 175-183). Springer Nature
Open this publication in new window or tab >>Operationalization of Regenerative Design Indicators: An Integrated Framework of Design and Analysis
2023 (English)In: Proceedings of the UIA World Congress of Architects Copenhagen 2023: Design for Climate Adaptation / [ed] Billie Faircloth, Maibritt Pedersen Zari, Mette Ramsgaard Thomsen, Martin Tamke, Springer Nature , 2023, p. 175-183Conference paper, Published paper (Refereed)
Abstract [en]

Different frameworks, sustainable design theories, and green building rating systems have been developed to reduce environmental impact on the planet. However, environmental challenges are growing due to climate change. The impact of the built environment on the planet requires an immediate transformation to achieve the sustainable development goals (SDG) and Paris Agreement. This study reviews some key concepts of regenerative design (RD), and how this can be integrated with state-of-the-art digital design methods. Even though building information modelling and design computation are of interest, their use and discussion have focused on sustainability rather than regeneration. Thus, there is a gap when it comes to their use for regenerative design. For this purpose, an integrated design and analysis framework is proposed where methods, processes, and tools can be used to measure indicators for regenerative design. The framework can be applied to case studies by researchers or designers and further expanded in future research.

Place, publisher, year, edition, pages
Springer Nature, 2023
Series
Sustainable Development Goals Series, ISSN 2523-3092
Keywords
Design framework, Climate adaptation, Architecture, Metrics, Parametric design
National Category
Building Technologies
Identifiers
urn:nbn:se:kth:diva-341885 (URN)10.1007/978-3-031-36320-7_11 (DOI)2-s2.0-85193981152 (Scopus ID)
Conference
The UIA World Congress of Architects, Copenhagen, June 2-6 2023
Note

© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

QC 20240104

Available from: 2024-01-04 Created: 2024-01-04 Last updated: 2024-07-11Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-9436-6753

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