Simulating Evacuation Plan of Fire Disaster Based on Cloud Surveillance System
Keywords:
A* Algorithm, Cloud, Escape Route, Fire Detection, Pathfinding, Sketch UP 3D, Unity 3D, 3D Modeling,Abstract
In the past, most of the fire detection is temperature sampling, but temperature abnormality may cause a false alarm. Past studies of fire detection are causing the alarm, people who want to exit the building can only escape with the exit signal light. It cannot be based on the situation to build the escape route for the people. Therefore, a simulated evacuation planning of fire disaster base on real-time cloud surveillance system is built in this study. The system monitors whether there is a fire in the video. If the system finds the fire, it makes the file and writes the flame spread information immediately. The users install the positioning application and the simulate application made in this study. First, the positioning application will locate user’s device and download the file which contains the information of fire continuously. If the positioning application finds the information, it will send the Intent to turn on the simulation application and simulate the situation immediately. According to the information of fire, the proposed application will recommend the escape route to users in real time, and let users exit as soon as possible. The result is that the time of detecting fire is 0.004 seconds, the time of completing the escape route is 0.004 seconds. Finally, the accuracy is 99.9%.References
B. C. Arme, A. Ollero, J. R. Matinez de Dios, “An intelligent system for false alarm reduction in infrared forest-fire detection”, IEEE Intelligent Systems and their Applications, vol. 15, pp. 64-73, 2000.
S. Wang, D. Jeng, M. Tsai, “Early fire detection method in video for vessels”, IEEE Conference on Software Engineering Education and Training, vol. 82, pp. 656-667, 2009.
M. Stula, D. Krstinic, L. Seric, “Intelligent forest fire monitoring system”, Information Systems Frontiers, vol. 14, pp. 725-739, 2012.
S. Ham, B. Ko, J. Nam, “Fire-Flame Detection Based on Fuzzy Finite Automation”, 20th International Conference on Pattern Recognition, pp. 3919-3922, 2010.
M. Wirth, R. Zaremba, “Flame Region Detection Based on Histogram Backprojection”, Canadian Conference on Computer and Robot Vision, pp. 167-174, 2010.
N. Yang, H. Wang, Q. Zhang, “Adaptive flame image detection algorithm”, 3rd International Congress on Image and Signal Processing, vol. 4, pp. 1787-1791, 2010.
S. M. Razmi, N. Saad, V. S. Asirvadam, “Vision-based flame detection: Motion detection & fire analysis”,IEEE Student Conference on Research and Development, pp. 187-191, 2010.
J. Zhu, Y. Lao, Y. F. Zheng, “Object Tracking in Structured Environments for Video Surveillance Applications”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, pp. 223-235, 2009.
Maya, http://www.autodesk.com.tw/products/maya/features/all, Accessed May 3 2016.
3DS MAX, http://www.autodesk.com.tw/products/3dsmax/features/all , Accessed May 3 2016.
L. Qiao, S. Zheng, Y. Wang, L. Zhang, “Application of Sketchup in the Teaching of Landscape Design of Undergraduate College”, International Conference on Optics, Photonics and Energy Engineering, vol. 2, pp. 306-308, 2010.
3D Warehouse, https://3dwarehouse.sketchup.com/, Accessed April 25 2016.
Unity, http://unity3d.com/unity, Accessed May 6 2016.
J. Ribeiro, J. E. Almedia, R. J. F. Rossetti, A. Coelho, A. L. Coelho, “Using Serious Games to Train Evacuation Behaviour”, 7th Iberian Conference on Information Systems and Technologies, vol. 7, pp. 1-6, 2012.
T. H. Cormen, C. E. Leiserson, R. L. Rivest, C. Stein, Introduction to Algorithms (Third ed.), Cambridge: MIT Press, pp. 658-664, 2009.
N. Jasika, N. Alispahic, A. Elma, K. Ilvana, L. Elma, N. Nosovic, “Dijkstra's shortest path algorithm serial and parallel execution performance analysis”, Proceedings of the 35th International Convention, pp. 1811-1815, 2012.
M. Wei, Y. Meng, “Research on the optimal route choice based on improved Dijkstra”, IEEE Workshop on Advanced Research and Technology in Industry Applications, pp. 303-306, 2014.
D. Fan, P. Shi, “Improvement of Dijkstra's algorithm and its application in route planning”, Seventh International Conference on Fuzzy Systems and Knowledge Discovery, vol. 4, pp. 1901-1904, 2010.
K. Khantanapoka, K. Chinnasarn, “Pathfinding of 2D & 3D game realtime strategy with depth direction A∗ algorithm for multi-layer”, Eighth International Symposium on Natural Language Processing, pp. 184-188, 2009.
R. Anbuselvi, “PathFindingSolutionsforGrid Based Graph”, Advanced Computing, vol. 4, pp. 51-60, 2013.
X. Cui, H. Shi, “A*-based Pathfinding in Modern Computer Games”, International Journal of Computer Science and Network Security, vol. 11, pp. 125-130, 2011.
J. Hu, W. Wan, X. Yu, “A Pathfinding Algorithm in Real-time Strategy Game based on Unity3D”, International Conference on Audio, Language and Image Processing, pp. 1159-1162, 2012.
G. E. Mathew, G. Malathy, “Direction based heuristic for pathfinding in video games”, 2nd International Conference on Electronics and Communication Systems, pp. 1651-1657, 2015.
J. Stamford, A. S. Khuman, J. Carter, S. Ahmadi, “Pathfinding in partially explored games environments: The application of the A∗ Algorithm with occupancy grids in Unity3D”, 14th UK Workshop on Computational Intelligence, pp. 1-6, 2014.
M. Wang, H. Lu, “Research on Algorithm of Intelligent 3D Path Finding in Game Development”, International Conference on Industrial Control and Electronics Engineering, pp. 1738-1742, 2012.
Z. Zhao, R. Liu, “A optimization of A* algorithm to make it close to human pathfinding behavior”, International Conference on Electrical, Computer Engineering and Electronics, vol. 2, pp. 708-714, 2015.
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