Interior spatial layout with soft objectives using evolutionary computation

Güzelci

et al. 2023

Purpose This study aims to present a novel Genetic Algorithm-Based Design Model (GABDM) to provide reduced-risk areas, namely, a “safe footprint,” in interior spaces during earthquakes. This study focuses on housing interiors as the space where inhabitants spend most of their daily lives. Design/methodology/approach The GABDM uses the genetic algorithm as a method, the Nondominated Sorting Genetic Algorithm II algorithm, and the Wallacei X evolutionary optimization engine. The model setup, including inputs, constraints, operations and fitness functions, is presented, as is the algorithmic model’s running procedure. Following the development phase, GABDM is tested with a sample housing interior designed by the authors based on the literature related to earthquake risk in interiors. The implementation section is organized to include two case studies. Findings The implementation of GABDM resulted in optimal “safe footprint” solutions for both case studies. However, the results show that the fitness functions achieved in Case Study 1 differed from those achieved in Case Study 2. Furthermore, Case Study 2 has generated more successful (higher ranking) “safe footprint” alternatives with its proposed furniture system. Originality/value This study presents an original approach to dealing with earthquake risks in the context of interior design, as well as the development of a design model (GABDM) that uses a generative design method to reduce earthquake risks in interior spaces. By introducing the concept of a “safe footprint,” GABDM contributes explicitly to the prevention of earthquake risk. GABDM is adaptable to other architectural typologies that involve footprint and furniture relationships.

Section: Related Concepts and Termsmentioning

confidence: 99%

A genetic algorithm-based design model to provide reduced risk areas for housing interiors

Güzelci

et al. 2023

“…People must move between internal and external locations to accomplish this [25]. Designers frequently make choices that encourage social connections based on the sociability and well-being of the inhabitants [26,27]. Additionally, using indoor plants, fresh air, and natural sounds, biophallic design principles are applied to enhance the quality of indoor air.…”

Section: Interior Indoor Air Quality Of Hospitalsmentioning

confidence: 99%

Adapting Hospital Interior Architecture Process to Technological Advancement in the Management of Pandemic Cases in Jordan

Alhmoud,

Çağnan

2023

Buildings

The COVID-19 outbreak pandemic is currently one of the largest challenges facing the world. The pandemic has had an impact on how hospitals are built, how technology is developed, and how information systems are used. Researchers and practitioners in the field of information systems and technology can aid in the analysis of the COVID-19 pandemic by choosing the most optimal building design to impede and stop virus transmission. This study aims to revise the current COVID-19 Hospital Design process in the Management of Pandemic Cases and suggest a process for the hospital management of pandemic cases that will alleviate current and future pandemics. This study used a mixed approach through personal observations, questionnaire surveys, descriptive statistics, correlations, and regression models. The findings were analyzed and revealed the dimensions that need to be considered and that will need to be up to the standard of leading health organizations. People’s perceptions about the state of some selected healthcare centers in Jordan were taken and analyzed. Proposals of new hospital building designs and processes of health facilities were undertaken, which can further strengthen the clinical state in Jordan and handle future cases of a pandemic outbreak, with much emphasis on the current COVID-19 outbreak. Lastly, it is highly recommended that this paper be used as a guideline required to fight against any pandemics or endemics both now and in the future, as it lists comprehensive process guidelines to combat any deadly virus, which are shown in detailed photos and process diagrams.

“…Spatial design is a conceptual design approach that accounts for both the interior design and service design. This requires the flow of people between interior and exterior environments [29,30]. Design decisions are typically made by the designers to promote social interactions in accordance with the sociability and well-being of the occupants [28].…”

Section: Introductionmentioning

confidence: 99%

Designing Post COVID-19 Buildings: Approaches for Achieving Healthy Buildings

et al. 2022

The COVID-19 pandemic forced the accessibility, social gathering, lifestyle, and working environment to be changed to reduce the infection. Coronavirus spreads between people in several different ways. Small liquid particles (aerosols, respiratory droplets) from an infected person are transmitted through air and surfaces that are in contact with humans. Reducing transmission through modified heating, ventilation, and air conditioning (HVAC) systems and building design are potential solutions. A comprehensive review of the engineering control preventive measures to mitigate COVID-19 spread, healthy building design, and material was carried out. The current state-of-the-art engineering control preventive measures presented include ultraviolet germicidal irradiation (UVGI), bipolar ionization, vertical gardening, and indoor plants. They have potential to improve the indoor air quality. In addition, this article presents building design with materials (e.g., copper alloys, anti-microbial paintings) and smart technologies (e.g., automation, voice control, and artificial intelligence-based facial recognition) to mitigate the infections of communicable diseases.