博碩士論文 100382002 詳細資訊




以作者查詢圖書館館藏 以作者查詢臺灣博碩士 以作者查詢全國書目 勘誤回報 、線上人數:90 、訪客IP:18.207.136.189
姓名 江正鼎(Cheng-Ting Chiang)  查詢紙本館藏   畢業系所 土木工程學系
論文名稱 結合建築資訊模型與感測技術應用於基礎設施情境互動式呈現研究
(A Building Information Model-enabled Interactive Approach to Replaying Sensor Data for Situation Awareness)
相關論文
★ 路權取得資料探勘與決策輔助工具設計之研究★ 以時空資料庫管理管線單位道路申挖許可之雛形系統研究
★ 關鍵基礎設施相依性模型設計與應用★ 應用RFID技術於室內空間防救災時的疏散指引系統之研究
★ 考量列車迴轉與擾動因子情況下高速鐵路系統最佳化排班設計之研究★ 應用資料探勘分群分類演算法與空間資料庫技術在鋪面裂縫影像辨識之初探
★ 以本體論建構工程程式設計課程之線上考試平台研究★ 結合遙測影像與GIS資料以資料挖掘 技術進行崩塌地辨識-以石門水庫集水區為例
★ 設計整合型手持式行動裝置平台於災害設施損毀資料收集研究★ 考量擾動因子情況下傳統鐵路時刻表建置合併於高速鐵路時刻表模型之回顧與探討
★ 關鍵基礎設施相依性分析:以竹科某晶圓廠區為例★ 建築資訊模型於火災原因調查流程的應用
★ Hadoop雲端平台在工程應用之探討研究★ 關鍵基礎設施投入產出停轉模型之回顧與應用
★ 擴展建築資訊模型於防救災應用:使用Revit平台★ 應用交通資料蒐集與發佈設備及資料探勘法協助觀光地區交通管理策略之研究:以桃園大溪老街為例
檔案 [Endnote RIS 格式]    [Bibtex 格式]    [相關文章]   [文章引用]   [完整記錄]   [館藏目錄]   [檢視]  [下載]
  1. 本電子論文使用權限為同意立即開放。
  2. 已達開放權限電子全文僅授權使用者為學術研究之目的,進行個人非營利性質之檢索、閱讀、列印。
  3. 請遵守中華民國著作權法之相關規定,切勿任意重製、散佈、改作、轉貼、播送,以免觸法。

摘要(中) 資訊化且視覺化的模擬工作,對於基礎設施室內各方資訊的掌控以及安全的管理維護是非常重要的,同時也能夠提供一線救災人員更有效的了解設施整體的環境狀態。在科技飛越茁壯的今日,有著各式新穎技術與傳感器能夠即時探測設施內部的狀況,同時建築資訊模型也能夠有效提供特定設施內部的空間分布資訊,因此整合傳感器資料以及建築資訊模型之設施空間資訊則為一重要的研究目標。
Situation Awareness為本研究的重點應用,主要針對一段長時間範圍中,設施所有的物件狀態都能夠加以掌控,並且能夠依此推測短時間未來的狀況。因此本研究使用Unity遊戲引擎開發Infrastructure Automated Real-Time replay System (iARTS),針對建築資訊模型以及傳感器資料庫做整合,將基礎設施中傳感器監控到之溫度、空氣含碳量、各種電器的用電行為等狀態,建置成一個虛擬實境式的基礎設施狀態即時重播系統。iARTS可供使用者即時切換至室內各不同視角、播放與暫停模擬、提供設定不同需求參數的資料庫搜尋功能、供客製化物件狀態與傳感器參數、甚至能夠代換不同建築資訊模型與相對應的雲端傳感器資料庫。
綜合上述,iARTS不僅提供基礎設施安全管理一個專業的平台、縮短資料分析等相關研究作業時間,同時也支援更多的彈性與自由度。
摘要(英) For infrastructure safety management, monitoring the interior information through the visualization is an important work, and can also help the responsible stakeholders better perceive the current circumstances of the facility. Based on various types of sensors have been increasingly designed and deployed inside a building, and Building Information Modeling (BIM) that is capable of providing the most comprehensive geometry data of any specified infrastructure facility, further investigations into synthesize the sensed data with the facility data detailed in BIM is highly needed.
Situation Awareness (SA) discipline is concerned as the main purpose, which focuses on the perception of elements in the environment within a volume of time and space, the comprehension of their meaning, and the projection of their status in the near future. Therefore this dissertation aimed to propose a platform, Infrastructure Automated Real-Time replay System (iARTS), which combined with BIM and sensory data that setup inside the infrastructure for detecting temperature, the air carbon quantity and the wattage of the electrical appliances, to provide a professional Virtual Reality (VR) visualization through Unity game engine for real-time replaying infrastructure status. The iARTS is flexible, managers can easily move around the scene, play or pause the replay time, input the parameters for database querying, customize the object status and sensors, and can even replace their own infrastructure BIM with the corresponding sensor database.
In overall, the iARTS provides a professional and convenient tool for infrastructure safety management, and not only time-saving from traditional data analysis process, but also made a reality visualization to improve the maintaining.
關鍵字(中) ★ 基礎設施監控
★ 建築資訊模型
★ 情境感知
★ 傳感器
★ 虛擬實境
關鍵字(英) ★ Infrastructure Monitoring
★ Building Information Modeling
★ Situation Awareness
★ Sensor
★ Virtual Reality
論文目次 Abstract i
摘要 iii
誌謝 iv
Contents v
List of Figures ix
List of Tables xii
Chapter 1 Introduction 1
1.1 Research Background and Motivations 1
1.2 Research Question and Objectives 6
1.3 Research Scope and Limitations 7
1.4 Research Steps 9
1.5 Dissertation Structure 10
Chapter 2 Related Work 11
2.1 Situation Awareness 11
2.2 Unity 14
2.3 Realism Visualization 16
2.4 Application Integration 17
2.4.1 Internet of Things 18
2.4.2 Enterprise Application Integration 19
2.4.3 Service Oriented Architecture 21
2.4.4 Data Warehouse 24
2.5 Summary 24
Chapter 3 Design of the iARTS 27
3.1 Framework 27
3.2 BIM Material Standardization 28
3.3 System Functions 30
3.4 Sensor 30
3.4.1 Static Sensor 31
3.4.2 Dynamic Sensor 31
3.5 Object Status 32
3.5.1 Visualization 32
3.5.2 Customization 33
3.6 Database 34
3.6.1 Database Synchronization 37
3.6.2 Web-based Management Interface 39
3.6.3 Sensory Data Transmission 39
Chapter 4 Implementation of the iARTS 41
4.1 Framework 41
4.2 BIM Material Standardization 45
4.3 System Functions 49
4.4 Sensor 54
4.4.1 Static Sensor 54
4.4.2 Dynamic Sensor 57
4.5 Object Status 57
4.5.1 Visualization 57
4.5.2 Customization 61
4.6 Database 64
4.6.1 Database Synchronization 64
4.6.2 Web-based Management Interface 65
Chapter 5 Verification and Validation 70
5.1 Verification 70
5.1.1 Sensor Status 72
5.1.2 Object Status 72
5.1.3 Database Query 72
5.1.4 Time Frame Preview 77
5.2 Validation 79
5.3 Discussion 81
Chapter 6 Conclusions and Future Work 83
6.1 Conclusions 83
6.2 Contributions 85
6.3 Future Work 85
References 87
Appendix 93
Manual: BIM Material Standardization 93
Manual: Model Import and Setup 97
The iARTS User Guide 100
評審意見回應表 103
參考文獻 Electronics Tutorials, Temperature Sensor Types for Temperature Measurement. (2014).
http://www.electronics-tutorials.ws/io/io_3.html, (Last viewed in 2014/10)
Fire Science and Technology Inc., Temperatures in flames and fires. (2006).
http://www.doctorfire.com/flametmp.html, (Last viewed in 2015/3)
National Institute of Standards and Technology, Software: FDS and Smokeview. (2013)
http://www.nist.gov/el/fire_research/fds_smokeview.cfm, (Last viewed in 2015/3)
Unity Technologies, Unity – Game Engine (2015)
http://unity3d.com/, (Last viewed in 2015/3)
Unity Technologies, Unity Community (2015).
http://forum.unity3d.com/, (Last viewed in 2015/3)
Aktan, A. E., Catbas, F. N., Grimmelsman, K. A., & Tsikos, C. J. (2000). Issues in infrastructure health monitoring for management. Journal of Engineering Mechanics, 126(7), 711-724.
Atzori, L., Iera, A., & Morabito, G. (2010). The internet of things: A survey. Computer networks, 54(15), 2787-2805.
Blandford, A., & Wong, B. W. (2004). Situation awareness in emergency medical dispatch. International journal of human-computer studies, 61(4), 421-452.
Brownjohn, J. M. (2007). Structural health monitoring of civil infrastructure. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 365(1851), 589-622.
Chiang, C. T., Ho, T. W., and Chou, C. C. (2015). A BIM-Enabled Platform for Power Consumption Data Collection and Analysis. Computing in Civil Engineering 2015: pp. 90-98.
Chiang, C. T., Lin, C. Y., Chou, C. C. (2013). Expansion of Building Information Model for Disaster Mitigation. 30th International Symposium on Automation and Robotics in Construction (2013 ISARC), Pages 1247-1254.
Chiang, C. T., Lin, K. Y., Chou, C. C. (2015). Real-Time Replay System: Fusion of Virtual Reality and Sensor Database for Infrastructure Safety Management. 2nd International Conference on Civil and Building Engineering Informatics (2015 ICCBEI).
Endsley, M. R. (1995). Toward a theory of situation awareness in dynamic systems. Human Factors: The Journal of the Human Factors and Ergonomics Society, 37(1), 32-64.
Endsley, M. R. (1997, October). Supporting situation awareness in aviation systems. In Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on (Vol. 5, pp. 4177-4181). IEEE.
Erasala, N., Yen, D. C., & Rajkumar, T. M. (2003). Enterprise Application Integration in the electronic commerce world, Computer Standards & Interfaces, 25(2), 69-82.
George, S. M., Zhou, W., Chenji, H., Won, M., Lee, Y. O., Pazarloglou, A., ... & Barooah, P. (2010). DistressNet: a wireless ad hoc and sensor network architecture for situation management in disaster response. Communications Magazine, IEEE, 48(3), 128-136.
Jacome-Grajales, N., Escobedo-Briones, G., Roblero, J., & Arroyo-Figueroa, G. (2013, August). Application of business intelligence to the power system process security. In Innovative Computing Technology (INTECH), 2013 Third International Conference on (pp. 258-262). IEEE.
Kumar, S., Hedrick, M., Wiacek, C., & Messner, J. I. (2011). Developing an experienced-based design review Application for healthcare facilities using a 3d game Engine, Journal of Information Technology in Construction, 16, 85-104.
Lin, K.Y., Son, J.W., and Rojas, E., (2011) "Safety Director: A 3D Game Environment for Construction Safety Education", Journal of Information Technology in Construction (ITCON), 2011 special issue "Use of Gaming and Virtual World technology in Architecture, Engineering and Construction".
Ofori, G. (2002). Construction industry development for disaster prevention and response. In Proceedings of the i-Rec International Conference on Post-Disaster reconstruction: Planning for reconstruction.
Pauwels, P., De Meyer, R., & Van Campenhout, J. (2010). Visualisation of semantic architectural information within a game engine environment. In 10th International conference on Construction Applications of Virtual Reality (CONVR 2010) (pp. 219-228).
Perera, C., Liu, C. H., & Jayawardena, S. (2015). The Emerging Internet of Things Marketplace From an Industrial Perspective: A Survey.
Procházková, D. (2010). Critical Infrastructure Safety Management. Transactions on Transport Sciences, 3(4), 157-168.
Rehan, M., & Akyuz, G. A. (2010). EAI (Enterprise Application Integration), SOA (Service Oriented Architectures) and its relevance to e-supply chain formation. African Journal of Business Management, 4(13), 2604-2614.
Rüppel, U., & Schatz, K. (2011). Designing a BIM-based serious game for fire safety evacuation simulations. Advanced Engineering Informatics, 25(4), 600-611.
Salas, E., Prince, C., Baker, D. P., & Shrestha, L. (1995). Situation awareness in team performance: Implications for measurement and training. Human Factors: The Journal of the Human Factors and Ergonomics Society, 37(1), 123-136.
Santos, A., & Queirós, M. (2015). Public buildings safety: Addressing a pilot evacuation exercise.
Son, J., Aziz, Z., & Peña-Mora, F. (2008). Supporting disaster response and recovery through improved situation awareness. Structural Survey, 26(5), 411-425.
Tian, Y., Geiger, J. V., Su, H., Kumar, S. V., & Houser, P. R. (2010). Middleware-based sensor web integration. Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, 3(4), 467-472.
Tomaszewski, B. (2011). Situation awareness and virtual globes: Applications for disaster management. Computers & Geosciences, 37(1), 86-92.
Vermesan, O., Friess, P., Guillemin, P., Gusmeroli, S., Sundmaeker, H., Bassi, A., ... & Doody, P. (2011). Internet of things strategic research roadmap. O. Vermesan, P. Friess, P. Guillemin, S. Gusmeroli, H. Sundmaeker, A. Bassi, et al., Internet of Things: Global Technological and Societal Trends, 1, 9-52.
Vieweg, S., Hughes, A. L., Starbird, K., & Palen, L. (2010, April). Microblogging during two natural hazards events: what twitter may contribute to situational awareness. In Proceedings of the SIGCHI conference on human factors in computing systems (pp. 1079-1088). ACM.
Xu, Y., Kim, E., Lee, K., Ki, J., & Lee, B. (2013). Simulation of smoke to improve unity 3d game engine particle system based on fds. The 2nd International Conference on Software Technology.
Xu, Y., Kim, E., Lee, K., Ki, J., & Lee, B. (2014). Using PhysX Simulation Fire Model of Backdraft in Unity 3D Game Engine. International Journal of Multimedia & Ubiquitous Engineering, 9(6).
Yeh, S. C., Huang, M. C., Wang, P. C., Fang, T. Y., Su, M. C., Tsai, P. Y., & Rizzo, A. (2014). Machine learning-based assessment tool for imbalance and vestibular dysfunction with virtual reality rehabilitation system. Computer methods and programs in biomedicine, 116(3), 311-318.
Yin, J., Lampert, A., Cameron, M., Robinson, B., & Power, R. (2012). Using social media to enhance emergency situation awareness. IEEE Intelligent Systems, (6), 52-59.
指導教授 周建成、林耕宇(Chien-Cheng Chou Ken-Yu Lin) 審核日期 2015-8-4
推文 facebook   plurk   twitter   funp   google   live   udn   HD   myshare   reddit   netvibes   friend   youpush   delicious   baidu   
網路書籤 Google bookmarks   del.icio.us   hemidemi   myshare   

若有論文相關問題,請聯絡國立中央大學圖書館推廣服務組 TEL:(03)422-7151轉57407,或E-mail聯絡  - 隱私權政策聲明