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| INTELLIGENT SECURITY SYSTEMS ENGINEERING FOR MODELING FIRE CRITICAL INCIDENTS： TOWARDS SUSTAINABLE SECURITY | |
| 作者单位： | Ali ASGARY(Emergency Management, York University, Toronto, Ontario, Canada and Faculty of Geography, University of Tehran, Tehran, Iran);Ali SADEGHI NAINI(Department of Electrical and Computer Engineering, University of Western Ontario, London, Ontario, Canada);Jason LEVY(Homeland Security and Emergency Preparedness,Virginia Commonwealth University, Richmond, VA, USA) |
| 摘 要： | |
| 关 键 词： | 安全系统工程 可持续安全 智能安防系统 火灾 临界事故 BP神经网络模型 智能安全系统 模拟 |
Intelligent security systems engineering for modeling fire critical incidents: Towards sustainable security |
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| Ali Asgary,Ali Sadeghi Naini,Jason Levy. Intelligent security systems engineering for modeling fire critical incidents: Towards sustainable security[J]. Journal of Systems Science and Systems Engineering, 2009, 18(4): 477-488. DOI: 10.1007/s11518-009-5121-2 | |
| Authors: | Ali Asgary Ali Sadeghi Naini Jason Levy |
| Affiliation: | 1. Emergency Management, York University, Toronto, Ontario, Canada and Faculty of Geography, University of Tehran, Tehran, Iran 2. Department of Electrical and Computer Engineering, University of Western Ontario, London, Ontario, Canada 3. Homeland Security and Emergency Preparedness,Virginia Commonwealth University, Richmond, VA, USA |
| Abstract: | An intelligent security systems engineering approach is used to analyze fire and explosive critical incidents, a growing concern in urban communities. A feed-forward back-propagation neural network models the damages arising from these critical incidents. The overall goal is to promote fire safety and sustainable security. The intelligent security systems engineering prediction model uses a fully connected multilayer neural network and considers a number of factors related to the fire or explosive incident including the type of property affected, the time of day, and the ignition source. The network was trained on a large number of critical incident records reported in Toronto, Canada between 2000 and 2006. Our intelligent security systems engineering approach can help emergency responders by improving critical incident analysis, sustainable security, and fire risk management. |
| Keywords: | Intelligent security systems engineering fore feed-forward neural networks critical incidents |
| 本文献已被 维普 万方数据 SpringerLink 等数据库收录！ | |