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研究生: 夏韡哲
Hsia, Wei-Che
論文名稱: 利用虛擬實境培訓工程師檢測連續壁工程
Using Virtual Reality to Train Engineers on Inspecting Diaphragm Walls Construction
指導教授: 馮重偉
Feng, Chung-Wei
學位類別: 碩士
Master
系所名稱: 工學院 - 土木工程學系
Department of Civil Engineering
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: 檢測連續壁工程培訓虛擬實境安全培訓培訓回饋
外文關鍵詞: Detection Of Continuous Wall Engineering Training, Virtual Reality (VR), Education and Training, Training Feedbacks
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  • 在台灣地形多變且地質條件複雜,城市化進程加快,對土地的利用提出了更高要求,隨著高樓大廈的增加,連續壁工程在土木建設中扮演著越來越重要的角色。位於地震帶的台灣,對於建築安全的要求格外嚴格,這就使得連續壁這種擋土工程的解決方案成為首選,特別是在需要深開挖的建築項目中,連續壁工程在台灣的廣泛應用,證明了它在現代城市土木工程中的價值和重要性。
    連續壁工程通常涉及複雜的施工過程和技術要求,大多新進的土木工程師在此領域缺乏實際經驗。在這種情況下,通常是由具有豐富經驗的工程師來指導新進工程師。由於新進工程師尚未熟悉連續壁施工的細節和標準,這樣的指導方式可能導致工作效率低下。這樣的情況可能導致工程品質問題或延誤工期,因此在連續壁工程中,對於新進工程師的培訓和指導顯得尤為重要,以確保工作能夠順利進行和高品質的施工成果。
    目前的培訓方法多為傳統課堂授課和紙本測驗,缺乏實際場景培訓。然而,虛擬實境VR技術的進步提供了新可能性,能夠創造逼真的虛擬環境,讓受訓者在安全、低成本的情況下體驗各種場景。這使得VR技術特別適合安全培訓。VR培訓系統在數據蒐集和應用方面仍存在挑戰,如難以準確判斷受訓者行為和缺乏即時反饋。為了提升VR培訓效果,需要更多數據檢討和互動機制。
    為了解決上述所敘述的問題,本研究首先透過專家訪談與IDEF0方法解析連續壁工程培訓系統所需培訓需求,建置符合培訓之模型環境與所需之工具模型,並撰寫腳本使得模型能夠運行並依照培訓流程執行訂定的任務內容,接著賦予模型和受試者之間的互動機制,完成一連串的設定後,便可設定系統紀錄想獲取培訓數據,並加上評分方法獲取最終的回饋。

    Taiwan's diverse topography and complex geological conditions, coupled with rapid urbanization, have imposed higher demands on land use. Located in a seismic zone, Taiwan has particularly stringent building safety requirements, making diaphragm walls the preferred solution for retaining structures, especially in deep excavation projects. Diaphragm walls not only provide effective deep support but also offer excellent waterproofing and high structural strength, ensuring building stability. The widespread application of diaphragm wall construction in Taiwan underscores its value and importance in modern urban civil engineering.
    Diaphragm wall projects typically involve complex construction processes and technical requirements, where most new civil engineers lack practical experience. In such cases, experienced senior engineers usually guide new engineers. However, due to unfamiliarity with the details and standards of diaphragm wall construction, this guidance can result in low work efficiency. New engineers may not know what to check during inspections or the standards and regulations to follow, potentially leading to quality issues or project delays. Therefore, training and mentoring new engineers in diaphragm wall projects are crucial to ensuring smooth operations and high-quality construction outcomes.
    Current teaching and training methods largely remain traditional, focusing on classroom lectures and paper-based tests, lacking practical scenario training opportunities. However, with rapid technological advancements, virtual reality technology has emerged as a promising new possibility. VR technology provides highly realistic virtual environments, allowing users to immerse themselves and experience various scenarios and contexts in relative safety. Despite the promising prospects of VR training systems, there are still some challenges, including the lack of data collection and application. This means that during training, the system may struggle to accurately judge the trainees' intentions or performance, and trainees may lack immediate training feedback. Therefore, to make VR training systems more comprehensive and effective, we need more data applications and feedback mechanisms to ensure trainees receive optimal training outcomes.
    To address the aforementioned issues, this study first analyzes the training needs of diaphragm wall engineering training systems through expert interviews and the IDEF0 method, establishing a model environment and necessary tool models that meet training requirements. Scripts are written to enable the model to operate and execute predetermined task content according to the training process. Interaction mechanisms between the model and trainees are then implemented, followed by setting the system to record desired training data and scoring it.
    The diaphragm wall engineering training system developed in this study provides trainees with an understanding of diaphragm wall engineering processes by breaking the entire project into small tasks for training. Each task includes direct instruction, setting task achievement standards, interaction mechanisms, and scoring methods. After testing, trainees receive a detailed review of each task. The training content aims to enhance trainees' understanding of diaphragm wall operations, safety awareness, and related regulations.

    摘要 I Abstract II 致謝 VI 目錄 VII 表目錄 XI 圖目錄 XII 1 第一章 緒論 1 1.1 研究背景與動機 1 1.2 研究目的 3 1.3 研究範圍 4 1.4 研究流程 5 1.5 論文內容與架構 7 2 第二章 研究問題陳述與文獻回顧 9 2.1 研究問題陳述 9 2.1.1 現今連續壁培訓方法 9 2.1.2 培訓成果不容易進行檢討與回饋 10 2.1.3 施工現場之潛在危機不易發現 10 2.2 土木工程職業安全與教育訓練 12 2.2.1 現今土木工程培訓現況 12 2.2.2 現今職業安全訓練規範 13 2.3 VR於土木工程教育上的應用 13 2.3.1 虛擬實境應用技術 13 2.3.2 虛擬實境教學與傳統教學比較 14 2.3.3 虛擬實境應用於安全教育培訓之現況 16 2.4 VR於各行各業的發展 20 2.4.1 醫療與健康產業 20 2.4.2 零售產業 22 2.4.3 體育產業 23 2.5 小結 24 3 第三章 研究方法 25 3.1 需求工具分析 25 3.1.1 專家訪談 25 3.1.2 IDEF0 26 3.2 BIM建模工具 28 3.3 虛擬實境開發工具 29 3.3.1 META Quest 2 29 3.3.2 Unity 30 3.3.3 Microsoft Visual Studio 31 3.3.4 SideQuest 32 3.3.5 OVR Camera Rig 32 4 第四章 建置檢測連續壁培訓VR系統 34 4.1 開發架構圖 34 4.2 解析連續壁施工流程與安全設施及施工環境 37 4.2.1 IDEF0 37 4.2.2 專家訪談 38 4.2.3 檢測連續壁工程培訓需求解析 46 4.3 VR培訓系統開發 49 4.3.1 模型與環境建置 51 4.3.2 場景轉換 55 4.3.3 互動機制 56 4.3.4 評分方式 65 4.3.5 培訓結果輸出 66 5 第五章 案例研究與結果分析 68 5.1 培訓案例說明 68 5.1.1 案例背景 68 5.1.2 受試者資訊 68 5.1.3 培訓環境說明 70 5.1.4 操作說明 71 5.1.5 測試流程 72 5.2 案例數據蒐集 73 5.3 培訓成果數據分析 75 5.3.1 通過率 75 5.3.2 任務花費時間分析 76 5.3.3 受試不合格原因分析 77 5.3.4 各任務逐項分析 78 5.3.5 培訓後受試者對於實際連續壁工程分析 82 5.4 專家與受試者回饋 84 5.4.1 培訓系統中受到專家讚賞的功能 84 5.4.2 專家優化培訓系統建議 85 5.4.3 受試者回饋 85 5.5 小結 86 6 第六章 結論與建議 88 6.1 結論 88 6.2 未來研究方向與建議 89 7 參考文獻 90 8 附錄 95 第一次訪談紀錄 95 第二次訪談紀錄 98

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