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February 5, 2026Engineering Construction & Architectural Management0 citations

Proposing a novel framework for façade decision-making using adapted fuzzy SWARA (case study: Tehran)

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AZAmirhossein ZekriUniversity of Applied Science and TechnologyAEAhmad EkhlassiUniversity of Applied Science and TechnologyATAbbas TarkashvandUniversity of Applied Science and Technology

Key Points

  • This research aims to identify and prioritize criteria for evaluating facades according to design and performance standards.
  • Utilized fuzzy SWARA for decision-making analysis.
  • Conducted 18 interviews to refine criteria from literature.
  • Performed observations in official facade evaluation sessions.
  • Administered a questionnaire to assess the relative importance of criteria.
  • Identified 22 criteria across 6 primary categories.
  • Three key categories are 'Architectural appearance,' 'Stability,' and 'Performance,' accounting for 60% importance.
  • Top criteria include 'Proportions and geometric coherence,' 'Composition of materials and colors,' and 'Simplicity of design.'

Abstract

Purpose This study seeks to address a specific question: “What criteria should be prioritized in developing an initial framework to meet design standards and performance requirements for facades?” In response, this research proposes a structured set of criteria with specified relative importance to guide the evaluation of facades, leading to more rational and justifiable decisions. Design/methodology/approach This research utilizes fuzzy Stepwise Weight Assessment Ratio Analysis (SWARA) in combination of interview, observation, and questionnaire to respond to the research question. 18 interviews were performed to refine and complete the initial list of criteria derived from literature review. Additionally, observations in official sessions of façade evaluation were recorded to discover the aspects that had not been seen in the previous stages. Afterward, a questionnaire including close-ended questions was accomplished to acquire the relative importance of criteria employing fuzzy SWARA. Findings 22 criteria were identified in 6 primary categories. Three significant categories are “Architectural appearance,” “Stability” and “Performance”, representing 60 percent of importance in façade appraisal. Besides, the preeminent criteria are “Proportions and geometric coherence,” “Composition of materials and colors” and “Simplicity of design.” Originality/value The present study aims to establish criteria and their relative significance for a specific region, addressing a comprehensive systematic assessment of façades through an innovative approach. The proposed methodology and framework are adaptable to other regions and studies. Also, adapted fuzzy SWARA method is introduced to cover the shortcomings of SWARA, utilized for façade evaluation.

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Cite This Study

Zekri et al. (2026) studied this question.

synapsesocial.com/papers/698434ebf1d9ada3c1fb39f5https://doi.org/10.1108/ecam-05-2024-0659
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