Harnessing Energy Balance and Genetic Algorithms for Efficient Building Demolition DOI Creative Commons
Kun Chen, Yun Wang,

Zenggang Lin

и другие.

Applied Sciences, Год журнала: 2023, Номер 13(22), С. 12491 - 12491

Опубликована: Ноя. 19, 2023

In the realm of building demolition, ensuring uniform distribution energy from multiple sources is paramount significance for systematic deconstruction large structures. This study presents an integrated methodology that combines genetic optimization and potential balance to determine most suitable locations release points, thereby enhancing efficiency reliability demolition process. We initiate our approach by randomly selecting points within a model subsequently simulate dispersion utilizing function until reaching stable boundaries. instances where discrepancy in area between regions with maximum minimum exceeds predefined threshold, we instigate process employing algorithms. involves crossover mutation operations, followed subsequent calculations. The result not only improvement but also assurance even coverage throughout target area.

Язык: Английский

Artificial intelligence for production, operations and logistics management in modular construction industry: A systematic literature review DOI
Qiurui Liu, Yanfang Ma, Lin Chen

и другие.

Information Fusion, Год журнала: 2024, Номер 109, С. 102423 - 102423

Опубликована: Апрель 12, 2024

Язык: Английский

Процитировано

19

Automated building layout generation using deep learning and graph algorithms DOI
Lufeng Wang, Jiepeng Liu, Zeng Yan

и другие.

Automation in Construction, Год журнала: 2023, Номер 154, С. 105036 - 105036

Опубликована: Июль 27, 2023

Язык: Английский

Процитировано

32

Intelligent floor plan design of modular high-rise residential building based on graph-constrained generative adversarial networks DOI
Jiepeng Liu,

Zijin Qiu,

Lufeng Wang

и другие.

Automation in Construction, Год журнала: 2024, Номер 159, С. 105264 - 105264

Опубликована: Янв. 16, 2024

Язык: Английский

Процитировано

15

Automated residential layout generation and editing using natural language and images DOI
Pengyu Zeng, Wen Gao, Jizhizi Li

и другие.

Automation in Construction, Год журнала: 2025, Номер 174, С. 106133 - 106133

Опубликована: Март 19, 2025

Язык: Английский

Процитировано

2

Chromatics in Urban Landscapes: Integrating Interactive Genetic Algorithms for Sustainable Color Design in Marine Cities DOI Creative Commons
Longlong Zhang, Chul-Soo Kim

Applied Sciences, Год журнала: 2023, Номер 13(18), С. 10306 - 10306

Опубликована: Сен. 14, 2023

Color design plays a pivotal role in determining whether marine urban landscapes meet the diverse needs of individuals, encompassing their visual, psychological, behavioral, and spiritual dimensions. In contemporary environment, host practical challenges, including severe color pollution, absence regional cultural characteristics, lack humanistic sensitivity public spaces’ schemes, necessitates thorough exploration intricate relationship between human psychological within environmental contexts. This study leverages potential interactive genetic algorithms as powerful tool for innovative solutions. Anchored nexus psychology, theory, this research delves into nuances landscape color. Employing comprehensive approach that combines questionnaires extensive field surveys, we seek to elucidate critical interplay well-being. Drawing upon case Zhuhai Shijingshan Park, harness principles iteratively patterns. Through experimentation, our unveils novel strategies harmonize with idiosyncrasies human–environment interface. Specifically, findings highlight profound impact selection on emotional behavioral responses individuals landscapes. Our contributes vital insights art science design, shedding light nuanced ways which choices can enhance quality spaces promote endeavors bridge gap psychology through By addressing challenges leveraging techniques, strive provide holistic understanding symbiotic experience, ultimately enriching practices shape environments.

Язык: Английский

Процитировано

14

Automated layout generation from sites to flats using GAN and transfer learning DOI
Lufeng Wang,

Xuhong Zhou,

Jiepeng Liu

и другие.

Automation in Construction, Год журнала: 2024, Номер 166, С. 105668 - 105668

Опубликована: Авг. 7, 2024

Язык: Английский

Процитировано

5

Flexible high-rise apartments with sparse wall-frame structure: A data-driven computational approach DOI Creative Commons
Hao Hua,

Ludger Hovestadt,

Qian Wang

и другие.

Frontiers of Architectural Research, Год журнала: 2024, Номер 13(3), С. 639 - 649

Опубликована: Март 22, 2024

Flexible housing resolves the fundamental conflicts between long-standing structure and evolving demands. We propose a computational method of optimizing structural layout high-rise residential buildings. Chinese apartment buildings have widely employed shear wall-frame in which one big room or multiple small rooms could occupy same span. Fitting floor plans into fixed sparse scheme walls columns is feasible. developed framework to seek flexible schemes. A building consists circulation core, walls, columns, boundaries. The computer program automatically adapts any drawn generated scheme. Based on large dataset layouts, number apartments that fit statistically reflects flexibility If many hypothetical can simulation, this probably support several generations unknown plans. Such data-driven provides possibility creating one-to-many mapping permanent

Язык: Английский

Процитировано

3

Computational approaches to space planning: A systematic review of enhancing architectural layouts DOI
Cemile Gul Gurcan Bahadir, Togan Tong

International Journal of Architectural Computing, Год журнала: 2025, Номер unknown

Опубликована: Янв. 6, 2025

In architectural design, a well-structured and adaptable approach is fundamental to creating functional cohesive spaces, providing foundational framework for spatial organization. As design requirements grow increasingly complex, traditional methods often fall short of addressing multifaceted needs, such as user preferences, environmental considerations, geometric constraints. Computational techniques offer advanced automate refine space planning. Despite significant advancements in computational software data processing capabilities, challenges remain practically embedding diverse criteria. This study systematically reviews from 2013 2023, analyzing methodologies, typological applications, integration. The findings highlight shift rule-based data-driven approaches, emphasizing the development scalable intuitive tools. research identifies pathways adopting practice education, underlining critical role user-centered adaptability responsiveness shaping future

Язык: Английский

Процитировано

0

Rural residential layout generation and evaluation: An approach based on the Wave Function Collapse algorithm DOI
Yin Zhang,

Zhen Xu,

Hanlin Li

и другие.

International Journal of Architectural Computing, Год журнала: 2025, Номер unknown

Опубликована: Март 13, 2025

Space layout design (SLD) is an essential process in architectural design. While residential generation has been widely explored, limited research focused on rural residences. To address this gap, study proposes a novel approach utilizing the Wave Function Collapse (WFC) algorithm to generate layouts, offering adaptability diverse site conditions and varying needs areas. Firstly, we introduce method for floor plan analysis that automatically extracts both geometric topological features from given dataset. We then develop program based WFC. Finally, multi-criteria decision-making (MCDM) utilized assess generated layouts perspectives of spatial rationality usability efficiency. validate effectiveness approach, conducted experiments using northern China as case study. The results demonstrate our can efficiently highlighting computational efficiency WFC its conditions. Our provides architects with intelligent tool early stages design, including analysis, generation, evaluation.

Язык: Английский

Процитировано

0

Intelligent FE modelling and optimization of steel-concrete composite continuous beam bridge DOI
Jiepeng Liu,

Guikai Xiong,

Tianxiang Xu

и другие.

Engineering Structures, Год журнала: 2025, Номер 337, С. 120568 - 120568

Опубликована: Май 16, 2025

Язык: Английский

Процитировано

0