Abstract This paper elucidates an approach that utilizes generative artificial intelligence (AI) to develop alternative architectural design options based on local identity. The advancement of AI technologies has increasingly piqued the interest architecture, engineering, construction, and facility management industry. Notably, topic “visualization” gained prominence as a means for enhancing communication related project, especially in early phases design. study aims enhance ease obtaining...

This study combines electroencephalogram (EEG) with virtual reality (VR) technologies to measure the EEG responses of users experiencing changes architectural elements. We analyze ratio alpha beta waves (RAB) indicators determine pre- and poststimulation changes. In our methodology, thirty-three females experience using private rooms in a postpartum care center participated experiment. Their brain are measured while they VR space room center. Three elements (i.e., aspect space, ceiling...

The purpose of this study was to develop a recommendation system that, in the pre-design phase, quickly and easily search adequate floor plans satisfying client requirements about spatial relationship type using artificial intelligence (AI) technology. In graph dataset representing between entities, we propose deep neural network approach SimGNN shallow networks with teacher–student learning compute similarity, measured by edit distance, fast accurately during operation system. prediction...

Interactive facades are dynamic in the translation of space architecture, especially aspects aesthetics, sustainability, adaptation to environment, and data relay through medium light, motion, embedded technology. The design interactive is complicated it requires time effort comprehension internal functions facade from conceptual stage occupancy. existing process modeling experimental level mock-up prototype models demonstrate a fragmentary outline on which final development façade system...

Economic feasibility and cost analysis in the preliminary planning stage of early-phase construction projects have a significant impact on project management implementation. However, while estimating per unit area, existing approaches do not account for factors other than area-related information, causing estimation error. Therefore, model that can be utilized early phase is developed this study based BIM architectural stage. Moreover, goodness fit accuracy were verified through validation...

Artificial intelligence presents an optimized alternative by performing problem-solving knowledge and processes under specific conditions. This makes it possible to creatively examine various design alternatives conditions that satisfy the functional requirements of building. In this study, in order develop architectural automation technology using artificial intelligence, characteristics drawings, is, elements composition spaces expressed were learned, recognized, inferred through deep...

Extracting two-dimensional (2D) views and drawings from a three-dimensional model is essential for building information modeling (BIM). However, in practice, generating 2D deliverables BIM results additional work (>41%) reduced consistency between data. This study aims to determine the acceptable drawing outcomes. Based on requirements at construction documentation stage, dataset were determined using Delphi method. Moreover, data requirement framework was developed, its effectiveness...

Building information modeling (BIM) has emerged as one of the key trends in architecture, engineering, and construction (AEC) industry. As interest BIM rapidly increased, quantity related literature also thus, it become important to analyze identify topics research over this period. Therefore, order technology Korea, we used text-mining technique. In addition, by analyzing BIM-related papers using technology, can patterns, main trends, specific fields through data preprocessing, which...

There is a great interest in building information modeling (BIM) and energy saving worldwide. In reality, however, insufficient studies have been conducted on the development of design methods to perform performance analysis. Thus, there problem that it difficult objectively obtain reliability assessment architectural designs such as scale size buildings. addition, analysis considered different field from eco‐friendly methods, another low‐carbon more dependent thermal insulation heating...

In this study, we address the challenge of efficiently handling maintenance and remodeling buildings constructed post-1960s, lacking architectural drawings. The conventional approach involves manual measurements data recording, followed by digital drawing creation. However, leverage Fourth Industrial Revolution technologies to develop a deep learning-based automatic object classification system using point cloud data. We employ FCAF3D network with multiscale cells, optimizing its...

One of the biggest global issues at present involves search for measures to conserve energy and combat climate change. Because an increase in natural disasters use, architects engineers have been focusing more on creating green buildings with low-carbon designs. Building information modeling (BIM) is used record all data related from early design stage. This can be respond simulation feedback accommodate changes that may necessary during developments. To mitigate greenhouse gas emissions...

The Teradata Multimedia Object Manager is a general-purpose content analysis multimedia server designed for symmetric multiprocessing and massively parallel processing environments. defines manipulates user-defined functions (UDFs), which are invoked in to analyze or manipulate the contents of objects. Several computationally intensive applications this technology, use large persistent datasets, include fingerprint matching, signature verification, face recognition, speech recognition/translation.

BIM records all the data of buildings from early design stage and, therefore, has advantage that it can actively cope with energy simulation feedback and change development stages. However, preparation based performance assessment system low carbon technique are still unsatisfactory. For greenhouse gas mitigation saving in architectural sector, applying based_low is required stage. as research areas limited to sub-segmented topics, difficult for designers establish grade rank application...

In order to prevent the global warming, many countries have performed Green Building Certification Systems headed by developed countries. G-SEED is representative certification system in Korea for constructing Green-Buildings as other countries' LEED, BREEAM, CASBEE, GREEN STAR etc. was established started 2002 and has been revised several times, still problems regarding appropriateness of articles weight eco-friendly efficiency Building. To confirm effectiveness reducing House Gas(GHG)...

Building safety inspection for building maintenance is regularly being performed. According to the national statistical office, architecture of whole more than 30 years inventory 33.4%. This higher level among developed country. and checks should be carried out systematically prevent spread poor housing improvements old buildings. However, assessment conducted by a private company bidding. Due personal subjective judgment, Perfunctory Checklist, there problem with results inspection. In...

Since the initial design review has effect of minimizing changes needed in later stages an architectural project, a process collaboration between architects, clients, and engineers this is very important. Recently, using 3D models rendered VR or AR, going beyond simple simulation, been addressed many studies. However, synchronization function that provides immediate visualization focus, which limitations its ability to factors required by law related safety design. The purpose study was,...

The construction industry has made great strides in recent decades by utilizing computer programs, including aided design programs. However, compared to the manufacturing sector, labor productivity is low because of high proportion knowledge-based tasks and simple repetitive tasks. Therefore, task efficiency should be improved through visual recognition information computers. A requires a large amount training data, such as ImageNet project, recognize information. This paper proposes façade...

Digital convergence era has been already started and is rapidly developed. Recently, convergency technology became an essential issue in all industries, expected to accelerate. This means that we can experience growth change of architecture using new approaching method. The AR (Augmented Reality) technology, among these a kind virtual reality user see scene real world which overlapped by with additional information. It used manufacturing management the whole industry fields including...

Recent advancements in AI research, particularly spatial layout generation, highlight its capacity to enhance human creativity by swiftly providing architects with numerous alternatives during the pre-design phase. The complexity of architectural design data, characterized multifaceted elements and varying representations, presents significant challenges creating uniform robust datasets. This study addresses this challenge developing a training dataset specifically tailored for AI-driven...