Affiliation:
1. Department of Construction Engineering and Lighting Science, School of Engineering, Jönköping University, 551 11 Jönköping, Sweden
Abstract
Artificial Intelligence (AI) simulation models and digital twins (DT) are used in designing and treating the activities, layout, and functions for the new generation of buildings to enhance user experience and optimize building performance. These models use data about a building’s use, configuration, functions, and environment to simulate different design options and predict their effects on house function efficiency, comfort, and safety. On the one hand, AI algorithms are used to analyze this data and find patterns and trends that can guide the design process. On the other hand, DTs are digital recreations of actual structures that can replicate building performance in real time. These models would evaluate alternative design options, the performance of the building, and ways to improve user comfort and building efficiency. This study examined the important role of intelligent building design aspects, such as activities using multi-layout and the creation of particular functions based on AI simulation models, in developing DT-based smart building systems. The empirical data came from a study of architecture and engineering firms throughout the globe using a CSAQ (computer-administered, self-completed survey). For this purpose, the study employed structural equation modeling (SEM) to examine the hypotheses and build the relationship model. The research verifies the relevance of AI-based simulation models supporting the creation of intelligent building design features (activities, layout, functionalities), enabling the construction of DT-based smart building systems. Furthermore, this study highlights the need for further exploration of AI-based simulation models’ role and integration with DT in smart building design.
Subject
Management, Monitoring, Policy and Law,Renewable Energy, Sustainability and the Environment,Geography, Planning and Development,Building and Construction
Reference84 articles.
1. Flexible smart home design: Case study to design future smart home prototypes;Radha;Ain Shams Eng. J.,2022
2. Turk, M. (2001). Frontiers of Human-Centered Computing, Online Communities and Virtual Environments, Springer.
3. Kolarevic, B., and Parlac, V. (2015). Building Dynamics: Exploring Architecture of Change, Routledge.
4. Deep floor plan analysis for complicated drawings based on style transfer;Kim;J. Comput. Civ. Eng.,2021
5. Allameh, E., Jozam, M.H., de Vries, B., Timmermans, H., and Beetz, J. (2011, January 15–18). Smart Home as a smart real estate: A state of the art review. Proceedings of the 18th Annual European Real Estate Society Conference, Eindhoven, The Netherlands.
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