Targeting modular adaptive façade personalization in a shared office space using fuzzy logic and genetic optimization

Tabadkani, Amir; Dehnavi, Arman Nikkhah; Mostafavi, Fatemeh; Naeini, Hoorie Ghorbani

doi:10.1016/j.jobe.2023.106118

Cited by 3 publications

(2 citation statements)

References 57 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…This cluster includes leading computational meta-heuristic and biomimicry computational techniques such as evolutionary algorithms (EA), genetic algorithms (GA), as well as ant and bee colony optimization algorithms. Within the specialized domain of multi-objective optimization for kinetic facades, evolutionary algorithms play a vital role in optimizing factors participating in occupant satisfaction, such as glare, daylight, and view [30], as well as operational energy efficiency [29], known as thermos-optical optimization [16].…”

Section: Figure 4 Textual Analysis Of Moo In Building Facade Design A...mentioning

confidence: 99%

“…Another example is applying MOO to an adaptive shading system operation in fully glazed buildings to enhance visual comfort and operational energy efficiency [29]. [30] developed a decentralized kinetic facade control that enhances visual comfort by integrating fuzzy logic and GA in a personalized adaptive façade system and improves occupant satisfaction while outperforming conventional controls. EA is adapted for real-time control of adaptive building-integrated photovoltaic systems [31].…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Status Quo of Multi-Objective Design Optimization of Kinetic Facades: A Quantitative Review

Sadeghı,

Maden

2024

Gazi University Journal of Science

View full text Add to dashboard Cite

Kinetic facades provide numerous advantages, such as improving the energy efficiency in buildings, effective control of daylight and natural ventilation, and the assurance of human comfort within indoor spaces. Either in the process of designing or programming the active control systems for kinetic facades, addressing the complicated nature of indoor climate necessitates advanced models that aid in determining optimal operations. However, the status quo of multi-objective (MOO) optimization in kinetic facade performance remains largely unexplored in the existing literature. This study delves into the trends in MOO methods and their broad applications through a scientific mapping and quantitative review process. The goal is to investigate the kinetic facade designers' contributions to expanding the application of computational MOOs. The findings indicate that researchers focused on kinetic facades have played a limited role in extending the MOO applications. This review paper is significant as it explores a less-explored facet of knowledge related to building design optimization, aiming to inspire researchers to stay abreast of evolving trends and integrate recent computational innovations into their facade designs.

show abstract

Section: Figure 4 Textual Analysis Of Moo In Building Facade Design A...mentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Status Quo of Multi-Objective Design Optimization of Kinetic Facades: A Quantitative Review

Sadeghı,

Maden

2024

Gazi University Journal of Science

View full text Add to dashboard Cite

show abstract

Market demands vs. scientific realities: A comparative analysis in the context of BIM-based and user-centred lighting control

Hammes,

Geisler-Moroder,

Weninger

et al. 2024

Developments in the Built Environment

View full text Add to dashboard Cite

A Systematic Review of the Most Recent Concepts in Kinetic Shading Systems with a Focus on Biomimetics: A Motion/Deformation Analysis

Brzezicki

2024

Sustainability

View full text Add to dashboard Cite

In the context of sustainability and ambitious goals for reducing CO2 emissions, modifying transparency in architecture becomes a crucial tool for managing energy flow into buildings. Kinetic shading systems (KSSs) regulate light and heat entry into a room, thereby reducing energy consumption and CO2 emissions and improving daylight comfort. Recent advancements in KSSs have led to a significant increase in published papers since early 2022. This paper systematically reviews recent technological innovations in KSSs and presents the mechanical principles utilized in these systems. Given the kinetic/mechanical nature of all case studies examined, a categorization based on ‘type of motion and deformation’ was used, ranging from the simplest to the most complex solutions. In the context of kinetic systems, the motion category addresses the displacement (translation, rotation, or both) of rigid façade elements, while deformation describes the transformation that changes the shape of these elements. The data are presented in tabular form, including details about building type, climate zone, research type, evaluation, and before and after values. Additionally, some reviewed systems’ authors drew inspiration from nature, employing biomimetic methods to design KSSs. Despite considerable growth, these solutions still represent only 21% of all analyzed shading system cases. This topic is extensively discussed, considering tropical and nastic plant movements towards this paper’s conclusion. The PRISMA protocol was used to review, screen, select, and retrieve all cited papers. This review covers the most recent publications from 2022 to April 2024, recorded in the WoS and Scopus databases, and includes 66 papers.

show abstract

Targeting modular adaptive façade personalization in a shared office space using fuzzy logic and genetic optimization

Cited by 3 publications

References 57 publications

Status Quo of Multi-Objective Design Optimization of Kinetic Facades: A Quantitative Review

Status Quo of Multi-Objective Design Optimization of Kinetic Facades: A Quantitative Review

Market demands vs. scientific realities: A comparative analysis in the context of BIM-based and user-centred lighting control

A Systematic Review of the Most Recent Concepts in Kinetic Shading Systems with a Focus on Biomimetics: A Motion/Deformation Analysis

Contact Info

Product

Resources

About