AR과 IoT 기술을 기반으로 한 건물 화재 모니터링 및 탈출 내비게이션 시스템
Building Fire Monitoring and Escape Navigation System Based on AR and IoT Technologies
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초록
본 논문에서는 증강 현실 (AR) 기술과 사물 인터넷 (IoT) 기술을융합하여 새로운 실시간 화재 모니터링 및 대피 내비게이션시스템을 제안한다. 제안된 시스템은 건물 내에 설치된 IoT 온도 측정 디바이스를 통해 온도데이터를 수집하고, 이를 IoT 플랫폼을 통해 MySQL 클라우드 데이터베이스에 자동으로 전송함으로써 실시간으로 정확한 데이터를 모니터링한다. 이후, 건축 정보 모델링 (BIM)을 통해 생성된 3D 건물 모델에 실시간 IoT 데이터를 가시화하고, AR 기술을 통해 현실 세계에 모델을 표현함으로써 직관적으로 화재 발생 위치를 파악할 수 있다. 또한, Vuforia 엔진의 Device Tracking 및 Area Targets 기능을활용하여사용자의실시간위치를파악하고, 개선된A* 알고리즘을통해여러비상구중최적의대피경로를찾는다. 본논문에서는다양한 가상 화재 시나리오를 기반으로 사용자 실험 평가를 진행하여 제안된 시스템의 실용성과 빠르고 안전한 대피효과를 입증한다.
Abstract
This paper proposes a new real-time fire monitoring and evacuation navigation system by integrating Augmented Reality (AR) technology with Internet of Things (IoT) technology. The proposed system collects temperature data through IoT temperature measurement devices installed in buildings and automatically transmits it to a MySQL cloud database via an IoT platform, enabling real-time and accurate data monitoring. Subsequently, the real-time IoT data is visualized on a 3D building model generated through Building Information Modeling (BIM), and the model is represented in the real world using AR technology, allowing intuitive identification of the fire origin. Furthermore, by utilizing Vuforia engine’s Device Tracking and Area Targets features, the system tracks the user’s real-time location and employs an enhanced A* algorithm to find the optimal evacuation route among multiple exits. The paper evaluates the proposed system’s practicality and demonstrates its effectiveness in rapid and safe evacuation through user experiments based on various virtual fire scenarios.
참고문헌 (16)
- B. Wang, "Bim based virtual environment for fire emergency evacua-tion", The Scientific World Journal, 2014 (2014)
- S. K. Mekni, "Design and implementation of a smart fire de-tection and monitoring system based on iot", 2022 4th In-ternational Conference on Applied Automation and Industrial Diagnostics (ICAAID), 1, pp.1~5 (2022), IEEE
- Y. -W. Kim, "A study of fire shun tguidance based on wireless sensor networks", Journal of Korea Multimedia Society, 11(11), pp.1547~1554 (2008)
- Y. -J. Cho, "Machine learning based optimal evacuation route guidance ar navigation system in indoor fire situations", The Journal of Korean Institute of Communications and Information Sci-ences, 47, pp.88~97 (2022)
- S. Kanangkaew, "Bim-based and augmented reality combined with a real-time fire evacu-ation system for the constructionindustry", ~ (2023)
- D. Paes, "Optical see-through augmented real-ity fire safe tytraining for building occupants", Automation in Construction, 162, pp.105371~ (2024)
- S. Shaharuddin, "The role of iot sensor in smart building context for indoor fire hazard scenario : A system-atic review of interdisciplinary articles", Internet of Things, pp.100803~ (2023)
- J. -H. Choi, "Ar smart evacu-ation map using qrcode", Journal of Digital Contents Society, 25(3), pp.789~796 (2024)
- G. H. Nam, "Ar-based evacuation route guidance system in in-door fire environment", 2019 25th Asia-Pacific Conferenceon Communications(APCC), pp.316~319 (2019), IEEE
- W. Natephra, "Live data visualization of iot sensors using augmented reality (ar) and bim", ~ (2019)
- H. Chen, "Develop-ment of bim, iot an dar", vr technologies for fire safety and upskilling, 2021, pp.125, 103631~
- R. Volk, "Buildin ginformation modeling(bim)for existing buildings—literature review and future needs", Automation in construction, 38, pp.109~127 (2014)
- Y. Qu, "Manga colorization", ACM Transactions on Graphics, pp.1214~1220 (2006)
- P. Alliez, "A nisotropic poly gonal remeshing", ACM Transactions on Graphics, pp.485~493 (2003)
- S. Kanangkaew, "A real-time fire evacuation system based on the integration of building in-formation modeling and augmented reality", Journal of Build-ing Engineering, 67, pp.105883~ (2023)
- M. gyun Cho, "Life-Road : Development of an Emergency Evacuation Application using Augmented Reality and Bea-con", Journal of Digital Policy, 2, pp.11~15 (2023)
