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研究生: 周詠鈞
Chou, Yong-Jyun
論文名稱: 結合BIM與光達點雲建構符合業主需求之工程進度評量模式-以裝修工程為例
Hybridizing BIM and Point Cloud on Automatically Assessing the Construction Progress from the Owner’s Perspective – A Case Study of Decoration Works
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: 2021
畢業學年度: 109
語文別: 中文
論文頁數: 94
中文關鍵詞: 進度評量 、建築資訊模型 、知識本體論 、點雲 、裝修工程
外文關鍵詞: Progress Assessment, BIM, Ontology, Point Cloud, Decoration Works
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  • 在營建工程中,傳統的工程進度評量大多仰賴檢查人員進行手動查核,或是在現場拍照再將照片與圖說進行比對,這種做法不但耗費大量的時間與人力成本,人為檢查也可能造成誤判或是檢查缺漏。隨著建築資訊模型(Building Information Modeling, BIM)的發展,已能夠從中獲取材料、結構…等相關資訊並以此為基準進行工程進度評量,但一般BIM模型大多未建構工項資訊,導致無法直接取得以工項為主的進度相關資訊,進而無法有效的建立比對基準。進度判斷方面,目前研究著重於點雲與BIM模型元件之比較,依據元件是否存在進行進度評量,但是進度評量需依據工項性質而有不同的進度計算方式,不僅僅是依據物件存在與否來判斷進度,導致所產出的進度資訊無法被有效的使用。
    為了改善上述之問題,本研究首先解析進度評量資訊中成本工項資訊需求,藉由彙整之知識語意資訊作為建構知識本體模型之架構,透過知識本體模型呈現BIM元件與工項之關聯性,並用以推論各類別BIM元件需具備的資訊作為建模規則之依據,確保建構符合專案管理需求之BIM模型。接著利用Navisworks與Helios++建構4D-BIM模型與虛擬點雲,最後整合4D-BIM模型資訊與虛擬點雲,產出多維度虛擬點雲,完成進度評量基準之建立。利用Python編寫進度比對規則,運用點雲中的座標資訊比較虛擬點雲與實際點雲進行工程進度的判別,最終依據各工項計算進度的方式產出進度資訊。運用數值化的方式進行進度評量,所產出的進度資訊不只是判定BIM元件是否完成,而是依照實際裝修工項進度計算方式呈現,較有助於實際應用於營建產業。

    In construction projects, the traditional construction progress assessment mostly relies on manual examination by inspectors, or taking pictures on site and comparing the photos with drawings. This approach not only consumes a lot of time and costs, but also may cause missing inspection. With the development of Building Information Modeling, it has been possible to obtain information from it, and use it as a baseline to assess the construction progress. However, many BIM models don’t build work item information, which makes it impossible to directly obtain work item-based information, and cannot effectively establish a baseline. In terms of progress assessment, the current research focuses on the comparison of point cloud and BIM model elements, and the progress assessment is based on whether the elements exist. We need to use different methods to assess the construction progress according to the nature of the work item. The progress is not only assessed based on the existence of the object, so that the generated progress information cannot be effectively used.
    To improve the above problems, this research first analyzes the work item information requirements in the progress assessment, uses the information as the framework for modeling the ontology model, and presents the relevance of BIM elements and work items through the ontology model. It is used to infer the information required for each type of BIM element as the basis for modeling rules to ensure the construction of a BIM model that meets the needs. Then use Navisworks and Helios++ to build the 4D-BIM model and virtual point cloud, and finally integrate the 4D-BIM model information and the virtual point cloud to produce a multi-dimensional virtual point cloud to complete the baseline. Use Python to compile progress comparison rules, and use the coordinate information in the point cloud to compare the virtual point cloud and the actual point cloud to assess the construction progress, and finally produce the progress information based on the calculation of the progress of each work item. Using numerical methods for progress assessment, the generated progress information is more helpful for practical application in the construction industry.

    摘要 I Abstract II 誌謝 VI 目錄 VII 表目錄 XI 圖目錄 XII 第1章 緒論 1 1.1研究背景與動機 1 1.2研究目的 3 1.3研究範圍與限制 4 1.4研究流程 5 1.5論文架構 7 第2章 問題陳述與文獻回顧 8 2.1研究問題陳述 8 2.2建築資訊模型Building Information Modeling(BIM) 10 2.2.1BIM發展現況 10 2.2.2應用BIM於工程進度評量 11 2.2.3BIM資訊擷取應用 12 2.3知識本體論(Ontology) 14 2.3.1知識本體論概念 14 2.3.2知識本體模型之建構 15 2.3.3結合BIM與知識本體論應用 17 2.4點雲(Point Cloud) 18 2.4.1點雲發展現況 18 2.4.2點雲於工程進度評量之應用 21 2.5小結 24 第3章 研究方法 25 3.1需求工具分析 25 3.1.1專家訪談 25 3.1.2IDEF0 26 3.2知識本體論 28 3.2.1知識本體模型開發工具 28 3.2.2推理器 30 3.2.3SWRL語言規則介紹 32 3.3BIM建模工具 33 3.2.1Autodesk Revit 33 3.2.2Autodesk Navisworks 34 3.4點雲資料蒐集工具 34 3.3.1Helios++ 34 3.3.2Leica ScanStation C10 34 3.5資料處理工具 35 3.5.1Unity 2019 36 3.5.2Python程式 36 第4章 研究模式 38 4.1解析工程進度評量之成本工項需求資訊 40 4.1.1建立工程進度評量資訊之流程 40 4.1.2成本工項資訊需求解析 43 4.2建構工程進度評量知識本體模型 49 4.2.1建構知識本體模型 49 4.2.2應用知識本體模型推論BIM元件需求資訊 56 4.3發展符合工程進度評量資訊需求之BIM建模規則 56 4.3.1對應之LOD規範 57 4.3.2統整符合工程進度評量資訊需求之BIM建模規則 57 4.4建立工程進度評量基準 58 4.4.1建構符合需求之BIM模型 58 4.4.2建構4D-BIM模型 59 4.4.3建構4D虛擬點雲 61 4.5建立工程進度評量機制 63 4.5.1建立工程進度評量流程 63 4.5.2篩選進度比對範圍 64 4.5.3相近度距離比對 66 4.5.4進度計算 70 4.6小結 72 第5章 案例驗證 74 5.1案例介紹 74 5.2整合BIM及知識本體模型產出進度評量需求資訊 75 5.2.1建構工程進度評量知識本體模型 75 5.2.2依照建模規則建構符合需求之BIM模型 76 5.2.3建構4D-BIM模型 76 5.2.4建立進度評量基準 79 5.2.5產出進度評量結果 80 5.2.6準確率分析 85 5.3小結 87 第6章 結論與建議 88 6.1結論 88 6.2未來研究之建議 89 參考文獻 91

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