| 研究生: |
薛紫文 Xue, Zi-Wen |
|---|---|
| 論文名稱: |
人工智慧協同設計建築形態——以城市中心商務區為例 Collaborative Design of Architectural Forms with Artificial Intelligence: A Case Study of Urban Central Business Districts |
| 指導教授: |
賴伯威
Lai, Po-Wei |
| 學位類別: |
碩士 Master |
| 系所名稱: |
規劃與設計學院 - 建築學系 Department of Architecture |
| 論文出版年: | 2024 |
| 畢業學年度: | 112 |
| 語文別: | 中文 |
| 論文頁數: | 115 |
| 中文關鍵詞: | 人工智慧 、建築形態設計 、設計流程 |
| 外文關鍵詞: | Artificial Intelligence, Architectural Form Design, Design Process |
| 相關次數: | 點閱:61 下載:16 |
| 分享至: |
| 查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
隨著數位化浪潮的來襲,當前的人工智慧(AI)技術發展迅猛,自2022年11月ChatGPT首次發佈的大型語言模型到如今,AI工具已經充斥著我們生活的方方面面,同時AI工具也廣泛的應用於各個領域,建築領域也正因其發展而產生重大變革。然而,傳統設計方法存在周期長、效率低、設計變更頻繁、與非專業業主溝通困難等問題。AI技術的發展為建築設計帶來了新的契機,通過AI與建築師的協同工作,可以顯著提高設計效率和質量。
本研究先以文獻回顧分析了建築形態設計、設計過程與方法及AI的應用案例,並研究Zaha Hadid Architects、BST系統等設計或研究單位在使用AI提升設計創新與效率方面的經驗。
研究方法中,對傳統建築形態設計流程和AI工具整合設計流程進行了詳細分析。研究將參數化設計工具和生成式設計工具應用於設計流程的各個階段,探索其在實際設計中的可行性 。
本研究旨在通過實際操作,為城市CBD辦公大樓的建築形態開發一種特定的AI協同設計流程,探討AI對建築形態設計的影響,並提出人機協作設計的新可能性。並探討AI工具的核心價值為何。
With the advent of the digital wave, the rapid development of artificial intelligence (AI) technology has become increasingly evident. Since the release of the large language model ChatGPT in November 2022, AI tools have permeated various aspects of our lives, demonstrating remarkable potential and versatility across a wide range of fields. The architectural domain, in particular, is experiencing significant transformations driven by these technological advancements. Traditional design methods in architecture are increasingly confronted with challenges such as prolonged project timelines, inefficiencies, frequent design revisions, and communication barriers with non-professional clients. The integration of AI technology into architectural practice presents new opportunities to address these issues. By facilitating collaborative work between AI systems and human architects, it is possible to achieve substantial improvements in both the efficiency and quality of design processes. This study focuses on developing a specialized AI-assisted design process tailored to the architectural form of office buildings in urban central business districts (CBDs). Through practical application, it seeks to explore the profound impact of AI on architectural form design and to propose innovative approaches to human-machine collaboration in this context. Moreover, the study aims to delve into the core value that AI tools can bring to the field, paving the way for new possibilities in the collaborative design of the future.
中文文獻
· 陸蕙萍, 陳俊宏, & 李傳房. (2008). 設計形態學之研究. Journal of Science and Technology, 17(1), 29-40.
· 孫澄, 曲大剛, & 黃茜. (2020). 人工智慧與建築師的協同方案創作模式研究:以建築形態的智能化設計為例. 建築學報(02), 74-78. https://doi.org/10.19819/j.cnki.ISSN0529-1399.202002012
· 張華倚. (2017). 建築設計業人才培訓新思維 [台灣大學碩士論文]. 華藝線上圖書館. https://doi.org/10.6342/NTU201701666
· 龚智群. (2023). 人工智慧輔助建築設計流程 [成功大學碩士論文]. http://140.113.39.37/handle/987654321/123456
· 李嘉颖, 赵虹云, 吴佳昱, 戴舒怡, & 许昊皓. (2023). 基于AI辅助建筑设计技术的乡村小型建筑设计的讨论与探索——以Stable Diffusion为例. In 兴数育人 引智筑建:2023全国建筑院系建筑数字技术教学与研究学术研讨会论文集 (pp. 478-481). 华中科技大学出版社.
英文文獻
· Broadbent, Geoffrey, (postscript), (1988). Design in Architecture: Architecture and the Human Sciences. London: David Fulton Publishers.
· Dawes, M.J., Ostwald, M.J. (2018). Space Syntax: Mathematics and the Social Logic of Architecture. In: Sriraman, B. (eds) Handbook of the Mathematics of the Arts and Sciences. Springer, Cham. https://doi.org/10.1007/978-3-319-70658-0_6-1
· Lawson, B. (1990). How Designers Think: The Design Process Demystified. Butterworth-Heinemann.
· Verganti, R., Vendraminelli, L., & Iansiti, M. (2020). Design in the Age of Artificial Intelligence. Working Paper 20-091, Harvard Business School.
網頁網址
· hiskio. (2019, April 1). 生成對抗網路到底在 GAN 麻? 帶你簡單了解近年最紅的 AI 技術. Medium. https://medium.com/@hiskio/%E7%94%9F%E6%88%90%E5%B0%8D%E6%8A%97%E7%B6%B2% E8%B7%AF%E5%88%B0%E5%BA%95%E5%9C%A8gan%E9%BA%BB-f149efb9eb6b
· 林子毓. (2021). 泥土和竹子蓋的良屋 尼泊爾新創團隊打造適應氣候又避震的自然建築. 社企流. https://www.seinsights.asia/article/7826
· 許永昕. (2023, May 25). ChatGPT 是什麼?生成式 AI 哪裡厲害?一文解析 GPT 的運作機制. Manager Today. https://www.managertoday.com.tw/articles/view/66630
· Seificar, S. (2023, November 8). How to use AI in architecture and managing the design process phases. Medium. https://medium.com/@shahram.seificar/how-to-use-ai-in-architecture-and-managing-the-design-process-phases-1116286190ac
· DigitalFUTURES world. (2023, April 8). AI and the Future of Design Roundtable Discussion [Video]. YouTube. https://www.youtube.com/watch?v=jjUb48f4ROc&list=PLtuu5idZ57EUesd8o7gDOuV2kA8X_PF9N&index=11
· Wikipedia contributors. (2024, May 15). 中央商務區. Wikipedia, The Free Encyclopedia. Retrieved July 20, 2024, from https://zh.wikipedia.org/wiki/%E4%B8%AD%E5%A4%AE%E5%95%86%E5%8A%A1%E5%8C%BA