LAPSE:2023.26615v1
Published Article

LAPSE:2023.26615v1
Parametric Design to Maximize Solar Irradiation and Minimize the Embodied GHG Emissions for a ZEB in Nordic and Mediterranean Climate Zones
April 3, 2023
Abstract
This work presents a validated workflow based on an algorithm developed in Grasshopper to parametrically control the building’s shape, by maximizing the solar irradiation incident on the building envelope and minimizing the embodied emissions. The algorithm is applied to a zero-emission building concept in Nordic and Mediterranean climate zones. The algorithm enables conducting both energy and environmental assessments through Ladybug tools. The emissions embodied in materials and the solar irradiation incident on the building envelope were estimated in the early design stage. A three-steps optimization process through evolutionary solvers, such as Galapagos (one-objective) and Octopus (multi-objective), has been conducted to shape the most environmentally responsive ZEB model in both climates. The results demonstrated the replicability of the algorithm to optimize the solar irradiation by producing an increment of solar incident irradiation equal to 35% in the Mediterranean area, and to 20% in the Nordic climate. This could contribute to compensate the additional 15% of emissions due to the higher quantities of employed materials in the optimized design. The developed approach, which is based on the parametric design principles for ZEBs, represents a support instrument for designers to develop highly efficient energy solutions in the early design stages.
This work presents a validated workflow based on an algorithm developed in Grasshopper to parametrically control the building’s shape, by maximizing the solar irradiation incident on the building envelope and minimizing the embodied emissions. The algorithm is applied to a zero-emission building concept in Nordic and Mediterranean climate zones. The algorithm enables conducting both energy and environmental assessments through Ladybug tools. The emissions embodied in materials and the solar irradiation incident on the building envelope were estimated in the early design stage. A three-steps optimization process through evolutionary solvers, such as Galapagos (one-objective) and Octopus (multi-objective), has been conducted to shape the most environmentally responsive ZEB model in both climates. The results demonstrated the replicability of the algorithm to optimize the solar irradiation by producing an increment of solar incident irradiation equal to 35% in the Mediterranean area, and to 20% in the Nordic climate. This could contribute to compensate the additional 15% of emissions due to the higher quantities of employed materials in the optimized design. The developed approach, which is based on the parametric design principles for ZEBs, represents a support instrument for designers to develop highly efficient energy solutions in the early design stages.
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Keywords
evolutionary computing, life cycle assessment, parametric design, solar irradiation, zero-emission building
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Suggested Citation
Manni M, Lobaccaro G, Lolli N, Bohne RA. Parametric Design to Maximize Solar Irradiation and Minimize the Embodied GHG Emissions for a ZEB in Nordic and Mediterranean Climate Zones. (2023). LAPSE:2023.26615v1
Author Affiliations
Manni M: Department of Engineering, CIRIAF—Interuniversity Research Center on Pollution and Environment “Mauro Felli”, University of Perugia, 06125 Perugia, Italy [ORCID]
Lobaccaro G: Department of Civil and Environmental Engineering, Faculty of Engineering, Norwegian University of Science and Technology, 7491 Trondheim, Norway [ORCID]
Lolli N: SINTEF Community—Architecture, Materials, and Structures, 7491 Trondheim, Norway
Bohne RA: Department of Civil and Environmental Engineering, Faculty of Engineering, Norwegian University of Science and Technology, 7491 Trondheim, Norway [ORCID]
Lobaccaro G: Department of Civil and Environmental Engineering, Faculty of Engineering, Norwegian University of Science and Technology, 7491 Trondheim, Norway [ORCID]
Lolli N: SINTEF Community—Architecture, Materials, and Structures, 7491 Trondheim, Norway
Bohne RA: Department of Civil and Environmental Engineering, Faculty of Engineering, Norwegian University of Science and Technology, 7491 Trondheim, Norway [ORCID]
Journal Name
Energies
Volume
13
Issue
18
Article Number
E4981
Year
2020
Publication Date
2020-09-22
ISSN
1996-1073
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Original Submission
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PII: en13184981, Publication Type: Journal Article
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LAPSE:2023.26615v1
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https://doi.org/10.3390/en13184981
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Apr 3, 2023
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