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研究生:Ahmad Aldo
研究生(外文):Ahmad Aldo
論文名稱:Automated BIM Parametric Design for Optimal External Wall Tile Planning
論文名稱(外文):Automated BIM Parametric Design for Optimal External Wall Tile Planning
指導教授:鄭明淵鄭明淵引用關係
指導教授(外文):Min-Yuan Cheng
口試委員:李欣運吳育偉
口試委員(外文):Hsin-Yun LeeYu-Wei Wu
口試日期:2023-01-30
學位類別:碩士
校院名稱:國立臺灣科技大學
系所名稱:營建工程系
學門:工程學門
學類:土木工程學類
論文種類:學術論文
論文出版年:2023
畢業學年度:111
語文別:英文
論文頁數:103
中文關鍵詞:External Wall Tile PlanningBIMParametric DesignKnowledge BaseOptical Microscope Algorithm
外文關鍵詞:External Wall Tile PlanningBIMParametric DesignKnowledge BaseOptical Microscope Algorithm
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The process of external wall tile planning within BIM is time-consuming to be completed. It is due to numerous attributes that need to be created and filled. Therefore, this study creates an attributes creation system for BIM-based external wall tile planning using parametric design. First, this study established the tile database according to the Knowledge Base (KB) and transferred the KB into pattern-matching rules. Second, it developed a system for automatically input, label, and calculate wall tile layout through the connection between BIM and parametric design platform. Third, this research integrated the system with Optical Microscope Algorithm (OMA) to obtain the minimum percentage of truncated tiles. The developed system is completed through five modules, namely import tile database, create tile attributes, input wall tile data, label and calculate tile, and optimize truncated tiles percentage. Then, this study successfully tried the system in the case of an eight-story building. It decreased the truncated tiles percentage to 15.35% for fixed starting points and 15.17% for free starting points. The findings indicate that the system is applicable in external wall tile planning.
The process of external wall tile planning within BIM is time-consuming to be completed. It is due to numerous attributes that need to be created and filled. Therefore, this study creates an attributes creation system for BIM-based external wall tile planning using parametric design. First, this study established the tile database according to the Knowledge Base (KB) and transferred the KB into pattern-matching rules. Second, it developed a system for automatically input, label, and calculate wall tile layout through the connection between BIM and parametric design platform. Third, this research integrated the system with Optical Microscope Algorithm (OMA) to obtain the minimum percentage of truncated tiles. The developed system is completed through five modules, namely import tile database, create tile attributes, input wall tile data, label and calculate tile, and optimize truncated tiles percentage. Then, this study successfully tried the system in the case of an eight-story building. It decreased the truncated tiles percentage to 15.35% for fixed starting points and 15.17% for free starting points. The findings indicate that the system is applicable in external wall tile planning.
ABSTRACT i
ACKNOWLEDGEMENT ii
TABLE OF CONTENTS iv
ABBREVIATIONS AND SYMBOLS vii
LIST OF FIGURES ix
LIST OF TABLES xi
CHAPTER 1: INTRODUCTION 1
1.1 Research Background 1
1.2 Research Objective 4
1.3 Research Scope and Assumption 4
1.4 Research Methodology 5
1.5 Research Outline 8
CHAPTER 2: LITERATURE REVIEW 9
2.1 BIM-Based Parametric Design 9
2.2 Expert Systems for Wall Tile Planning 10
2.3 Related Research 14
2.4 Optical Microscope Algorithm 16
CHAPTER 3: METHODOLOGY 20
3.1 Conceptual Mechanism of Proposed Research 20
3.2 Automated BIM-Based Wall Tile Planning Architecture 21
3.2.1 Tile Database Establishment Phase 23
3.2.2 BIM Parametric Design Phase for Tile Detailing 24
3.2.3 BIM-Based Tile Detailing Phase 25
3.2.4 Optimization Phase of Tile Planning 26
3.3 Tile Database Establishment 26
3.3.1 Compile Knowledge Resources 26
3.3.2 Knowledge Base Creation 30
3.3.3 Establish Pattern-Matching Rules 37
3.4 BIM Parametric Design for Tile Detailing 38
3.4.1 Develop BIM Model 38
3.4.2 Import Tile Database 38
3.4.3 Create BIM Attributes for Tile Planning 40
3.5 BIM-Based Tile Detailing 41
3.5.1 Input Wall Tile Data 41
3.5.2 Start Wall Tile Detailing 41
3.5.3 Label and Calculate Wall Tile Detailing 45
3.6 Optimization of Wall Tile Planning 46
3.6.1 Termination Criteria 46
3.6.2 OMA Searching 46
3.6.3 Obtain Optimal Wall Tile Detailing 47
CHAPTER 4: SYSTEM PLANNING AND DEVELOPMENT 49
4.1 System Development 49
4.1.1 System Architecture 49
4.1.2 System Functions 50
4.2 System Demonstration 52
4.2.1 Develop BIM Model 52
4.2.2 Import Tile Database 54
4.2.3 Create BIM Attributes for Tile Planning 55
4.2.4 Input Wall Tile Data 57
4.2.5 Start Wall Tile Detailing 58
4.2.6 Label and Calculate Wall Tile Detailing 59
4.2.7 Obtain Optimal Wall Tile Detailing 62
4.3 Result Comparison 66
CHAPTER 5: CONCLUSION AND RECOMMENDATION 67
5.1 Conclusion 67
5.2 Recommendation 68
REFERENCES 70
APPENDIX A: KNOWLEDGE BASE 74
APPENDIX B: PLANNING RESULT 79
Abdullah, H. K., & Kamara, J. M. (2013). Parametric Design Procedures: A New Approach to Generative-Form in the Conceptual Design Phase. In AEI 2013 (pp. 334-343). https://doi.org/doi:10.1061/9780784412909.032
American Institute of Architects. (2008). AIA Document E202TM-2008 Building Information Modeling Protocol Exhibit. at https://content.aia.org/sites/default/files/2016-09/AIA-E202-2008-Other-Free-Sample-Preview.pdf
Cheng, M.-Y., & Chen, J.-C. (2002). Integrating barcode and GIS for monitoring construction progress. Automation in Construction, 11(1), 23-33. https://doi.org/https://doi.org/10.1016/S0926-5805(01)00043-7
Cheng, M. Y., & O'Connor, J. T. (1996). ArcSite: Enhanced GIS for Construction Site Layout. Journal of Construction Engineering and Management, 122(4), 329-336. https://doi.org/10.1061/(ASCE)0733-9364(1996)122:4(329)
Cheng, M. Y., & Sholeh, M. N. (2022). The Optical Microscope Algorithm: A Novel Metaheuristic Inspired by Microscope Magnification. In NTUST (Ed.), Research Manuscript.
Gan, V. J. L., Lo, I. M. C., Tse, K. T., Wong, C. L., Cheng, J. C. P., & Chan, C. M. (2019). BIM-Based Integrated Design Approach for Low Carbon Green Building Optimization and Sustainable Construction. In Computing in Civil Engineering 2019 (pp. 417-424). https://doi.org/doi:10.1061/9780784482421.053
Gu, N., Yu, R., & Behbahani, P. A. (2021). Parametric Design: Theoretical Development and Algorithmic Foundation for Design Generation in Architecture. Handbook of the Mathematics of the Arts and Sciences. https://doi.org/10.1007/978-3-319-70658-0_8-1
Hu, J., & Olbina, S. (2013). An Expert System Based on OpenStudio Platform for Evaluation of Daylighting System Design. In Computing in Civil Engineering (2013) (pp. 186-193). https://doi.org/doi:10.1061/9780784413029.024
ISO 13006. (2018). Ceramic tiles – Definitions, classification, characteristics and marking. In International Organization for Standardization. ISBN-13 978-0580926785.
ISO 19650. (2018). 建築和土木工程資訊的組構和數位化. In International Organization for Standardization (Traditional Chinese Version). ISBN-13 ‎978-9267110127.
Ji, Y., Sankaran, B., Choi, J., & Leite, F. (2017). Integrating BIM and Optimization Techniques for Enhanced Tower Crane Planning. In Computing in Civil Engineering 2017 (pp. 67-74). https://doi.org/doi:10.1061/9780784480823.009
Jin, Z., & Gambatese, J. (2023). BIM-Based Timber Formwork Design and Modeling. Practice Periodical on Structural Design and Construction, 28(1), 04022057. https://doi.org/doi:10.1061/(ASCE)SC.1943-5576.0000753
Liao, C.-T. (2018). Study on Exterior Wall Tile Degradation Conditions of High-rise Buildings in Taoyuan City. Journal of Asian Architecture and Building Engineering, 17(3), 549-556. https://doi.org/10.3130/jaabe.17.549
Liu, H., Singh, G., Lu, M., Bouferguene, A., & Al-Hussein, M. (2018). BIM-based automated design and planning for boarding of light-frame residential buildings. Automation in Construction, 89, 235-249. https://doi.org/https://doi.org/10.1016/j.autcon.2018.02.001
Liu, H., Zhang, Y., Lei, Z., Li, H. X., & Han, S. (2021). Design for Manufacturing and Assembly: A BIM-Enabled Generative Framework for Building Panelization Design. Advances in Civil Engineering, 2021, 5554551. https://doi.org/10.1155/2021/5554551
Orientbell Tiles. (2022). Vitrified Tiles. In Ceramic Tiles Category. https://www.orientbell.com/download-catalogue.
Park, J. (2011). BIM-Based Parametric Design Methodology for Modernized Korean Traditional Buildings. Journal of Asian Architecture and Building Engineering, 10(2), 327-334. https://doi.org/10.3130/jaabe.10.327
Refin Ceramiche. (2022). Porcelain Tiles Catalogues. In Ceramic Tiles Catalogue. https://www.refin-ceramic-tiles.com/tile-flooring/catalogues/.
Sanusi, F., Choi, J., Kim, Y. H., & Moses, R. (2022). Development of a Knowledge Base for Multiyear Infrastructure Planning for Connected and Automated Vehicles. Journal of Transportation Engineering, Part A: Systems, 148(4), 03122001. https://doi.org/doi:10.1061/JTEPBS.0000656
Sariyar, O., & Ural, D. N. (2010). Expert System Approach for Soil Structure Interaction and Land Use. Journal of Urban Planning and Development, 136(2), 135-138. https://doi.org/10.1061/(ASCE)0733-9488(2010)136:2(135)
Singh, J., Cheng, J. C. P., & Anumba, C. J. (2021). BIM-Based Approach for Automatic Pipe Systems Installation Coordination and Schedule Optimization. Journal of Construction Engineering and Management, 147(11), 04021143. https://doi.org/doi:10.1061/(ASCE)CO.1943-7862.0002077
Vaghadia, B. K., & Bhatt, M. (2016). A study on effect of waste ceramic tiles in flexible pavement. Int. J. Adv. Eng. Res. Dev, 3, 26-28. p-ISSN (P): 2348-6406.
Wu, S., Zhang, N., Luo, X., & Lu, W.-Z. (2021). Intelligent optimal design of floor tiles: A goal-oriented approach based on BIM and parametric design platform. Journal of Cleaner Production, 299, 126754. https://doi.org/10.1016/j.jclepro.2021.126754
Wu, S., Zhang, N., Xiang, Y., Wu, D., Qiao, D., Luo, X., & Lu, W.-Z. (2022). Automated Layout Design Approach of Floor Tiles: Based on Building Information Modeling (BIM) via Parametric Design (PD) Platform. Buildings, 12(2), 250. https://doi.org/10.3390/buildings12020250
Xing, M., Cao, J., & Cao, D. (2023). Impacts of Policy Mix Comprehensiveness on BIM Implementation: Moderating Effects of Environmental State and Response Uncertainty. Journal of Construction Engineering and Management, 149(2), 04022171. https://doi.org/10.1061/JCEMD4.COENG-12716
Zardo, P., Lauro, A. R., & Andréa Quadrado, M. (2019). BIM AND PARAMETRIC DESIGN APPLICATIONS FOR BUILDINGS' ENERGY EFFICIENCY: AN ANALYSIS OF PRACTICAL APPLICATIONS. Arquiteturarevista, 15(2), 238-255. http://140.118.33.10:4550
Zhang, J., & El-Gohary, N. M. (2015). Automated information transformation for automated regulatory compliance checking in construction. J. Comput. Civ. Eng, 29(4), B4015001. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000427
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