| 研究生: |
鄭聖文 Jeng, Sheng-Weng |
|---|---|
| 論文名稱: |
BIM+AI在永續校園的設計應用-以小型建築師事務所數位轉型為例- The Application of BIM and AI in Sustainable Campus Design-As an example, consider the digital transformation of small architectural firms- |
| 指導教授: |
鄭泰昇
Jeng, Tay-Sheng |
| 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: | 2025 |
| 畢業學年度: | 113 |
| 語文別: | 中文 |
| 論文頁數: | 121 |
| 中文關鍵詞: | 建築資訊模型 、人工智慧 、永續校園 、淨零轉型 、數位轉型 、小型建築師事務所 |
| 外文關鍵詞: | Building Information Modeling (BIM), Artificial Intelligence (AI), Sustainable Campus, Net-Zero Transition, Digital Transformation, Small Architectural Firms |
| 相關次數: | 點閱:21 下載:10 |
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面對全球氣候變遷與碳中和目標的壓力,校園建築作為教育與能源消耗的重要場域,亟需朝向智慧化與永續化轉型。為因應此趨勢,本文以小型建築師事務所為研究對象,分析建築師事務所在過去傳統設計作業與現代BIM+AI設計作業下的設計模式,並探討建築資訊模型(BIM)與人工智慧(AI)於永續校園設計中的應用,再以彰化縣大村國小活動中心為實證案例,提出結合數位轉型與淨零轉型的整體設計策略。本文實證案例分為兩大面向:首先,透過 AI 建築生成平台與 BIM 數位建模,探討校園整體規劃中日照、通風與碳排模擬之應用,有效提升設計效率與環境回應性。其次,以既有校舍改造為例,透過 BIM 建構現況模型,並導入 AI 進行能耗分析與太陽能發電模擬,驗證再生能源介入對碳中和目標的貢獻。研究結果顯示,BIM+AI 技術可明顯改善小型建築師事務所設計流程中的效率瓶頸與資訊整合問題,並具備協助設計單位於有限資源下進行永續評估與決策之潛力。最終,提出一套模組化的永續校園設計流程,作為未來數位與淨零轉型之實務指引。本文不僅提供理論與方法面向的整合示範,更展望 BIM+AI 將成為未來建築產業智慧決策與永續發展的關鍵基礎,推動臺灣教育建築邁向高效、智能與低碳的新典範。
In response to global climate change and the urgent need to achieve carbon neutrality, school campuses—serving as both educational hubs and significant energy consumers—must undergo a transformation toward sustainability and digitalization. This study explores the integration of Building Information Modeling (BIM) and Artificial Intelligence (AI) in sustainable campus design and presents a case study of the renovation project for the activity center at Dacun Elementary School in Changhua County, Taiwan. The research proposes a comprehensive design strategy that aligns with both digital transformation and net-zero goals.The study is divided into two main parts. First, AI-driven architectural generation tools and Building Information Modeling (BIM) are utilized to analyze campus master planning, with a focus on simulating sunlight, ventilation, and carbon emissions to enhance design efficiency and environmental responsiveness. Second, for the renovation of existing buildings, BIM is employed to create accurate as-is models, while AI is applied for energy consumption analysis and solar energy simulations to evaluate the feasibility of carbon-neutral retrofit strategies.Findings indicate that the integration of Building Information Modeling (BIM) and Artificial Intelligence (AI) significantly enhances design efficiency, reduces communication gaps, and improves data-driven decision-making—particularly advantageous for small-scale architectural firms operating with limited resources. This study also proposes a modular workflow for sustainable campus design, providing practical guidance for institutions aiming for digital transformation and net-zero transitions.Beyond theoretical validation, this research envisions BIM and AI as foundational tools for the future of architecture. These technologies will drive smart decision-making and promote sustainable development in Taiwan’s educational facilities, serving as a prototype for efficient, intelligent, and low-carbon campus design.
吳建禾,BIM-REVIT Design Guide建築與室內設計應用指南。
InCG Media,打造永續建築新未來:Autodesk Forma 與 BIM 建築設計整合應用,檢索自:https://www.youtube.com/watch?v=gcepCR4Da40
內政部營建署,建築管理數位轉型計畫。
鄔豪中,馮兆麟,谭羽文,林育群,新北市永續數位轉型。
鄭泰昇,潘晨安、吴典育、呂啟銘、江逸章,BIM 導入台灣建築設計案例實作研究。
陳欣道,以人工智慧作為新媒介之建築設計方法。
龔智群,人工智慧輔助BIM建築設計流程。
內政部建築研究所業務委託成果報告,驅動建築產業創新之數位轉型先導研究計畫-以社會住宅應用為例
Bryde, D., Broquetas, M., & Volm, J. M. (2013). The project benefits of Building Information Modelling (BIM). International Journal of Project Management, 31(7), 971–980. https://doi.org/10.1016/j.ijproman.2012.12.001
Chengyuan Li, Tianyu Zhang, Xusheng Du, Ye Zhang, Haoran Xie. (2024). Generative AI models for different steps in architectural design: A literature review. arXiv preprint arXiv:2404.01335. https://arxiv.org/abs/2404.01335
Papadonikolaki, E., Krystallis, I., & Morgan, B. (2020). Digital transformation in construction: Systematic literature review of evolving concepts. Proceedings of the European Conference on Product and Process Modelling (ECPPM). https://www.researchgate.net/publication/344994093
Zhili He, Yu-Hsing Wang, Jian Zhang. (2023). Generative AIBIM: An automatic and intelligent structural design pipeline integrating BIM and generative AI. arXiv preprint arXiv:2311.04052. https://doi.org/10.48550/arXiv.2311.04052
Anqi Wang, Jiahua Dong, Lik-Hang Lee, Jiachuan Shen, Pan Hui. (2023). Towards AI-Architecture Liberty: A Comprehensive Survey on Design and Generation of Virtual Architecture by Deep Learning. arXiv preprint arXiv:2305.00510. https://doi.org/10.48550/arXiv.2305.00510
Kolokotsa, D., Rovas, D., Kosmatopoulos, E., & Kalaitzakis, K. (2011). A roadmap towards intelligent net zero- and positive-energy buildings. Solar Energy, 85(12), 3067–3084. https://doi.org/10.1016/j.solener.2010.09.001
Siwei Lou, Ernest K.W. Tsang, Danny H.W. Li, Eric W.M. Lee, Joseph C. Lam. (2017). Towards Zero Energy School Building Designs in Hong Kong. Energy Procedia, 105, 182–187. https://www.sciencedirect.com/science/article/pii/S1876610217303338
Zakaria, A. H., & Abdelkader, M. (2021). Towards Attaining Net Zero-Energy Buildings through Retrofitting School Buildings. International Journal of Current Engineering and Technology, 11(3), 314–323. https://doi.org/10.14741/ijcet/v.11.3.3
彰化縣建築管理新紀元-新聞焦點-彰化縣政府建設設處,檢索自:https://economic.chcg.gov.tw/03bulletin/bulletin02_con.aspx?bull_id=37295
國家發展委員會,台灣2050淨零排放路徑及策略,檢索自:國家發展委員會-臺灣2050淨零排放路徑及策略總說明。https://www.ndc.gov.tw
郭雅欣 / 科技大觀園特約編輯,”新好材料鈣鈦礦,改造太陽能電池”, 檢索自:https://scitechvista.nat.gov.twArticlec000003detailID=7fc53152-919d-4c2b-98e5-b0521cd9239c
2050淨零碳排/再生能源─鈣鈦礦太陽能電池, 檢索自:https://www.tpria.orgpost20230921001
歐庭嘉,鄭聖文,李俊延, 以BIPV最佳化設計實現淨零建築路徑之研究-以成大系館為案例。
郭柏巖,林憲德,王振如/大專院校建築耗能與節能對策之研究,檢索自:中華民國建築學會「建築學報」第46期,PP.115~133,2004年4月
2050淨零關鍵戰略[節能戰略計劃],檢索自:節能(經濟部) - 行政院國家永續發展委員會
環境部氣候變簽署-第三期溫室氣體階段管制目標,檢索自:國家2030減碳新目標專區-核心業務|環境部氣候變遷署全球資訊網
黃一展,從綠建築到淨零碳排建築-智慧永續的未來城市,檢索自:臺灣能源期刊 第八卷 第四期 第317-328頁 中華民國110年12月。
內政部建築研究所,淨零建築路徑規劃及推動策略。
賴宜得,黃斌,太陽能光電系統應用於建築物屋頂之構法研究A Research on the Application of Photovolaic Systemon the Roof Constructure of Buildings,https://hdl.handle.net/11296/ax4g78。
汪漢定,李顯峰,台灣太陽能光電產業經營績效之研究A Study on Market Performance of Solar PowerEnergy Photovoltaic Industry in Taiwan,https://hdl.handle.net/11296/cnnc8g。
宋俊恩,鄭泰昇,光合建築-永續與數位設計流程之整合研究Photosynthetic building - sustainable development and the integration of digital design process。
武德盛,郭斯傑,商辦大樓採用半透明式太陽能光電玻璃之可行性分析-以越南河內為例。The feasibility of applying semi-transparent photovoltaic panel glasses into office building in Hanoi,Vietnam,https://hdl.handle.net/11296/8yn56b
謝大德,陳建富,林瑞禮,整合建築之太陽能光伏系統效益分析Benefit Analysis of Building-integrated Photovoltaic System,https://hdl.handle.net/11296/u6y6tn