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DDDAS-SMRP: Dynamic Data Driven Integrated Simulation and Stochastic Optimization for Wildland Fire Containment

DDDAS-SMRP: Dynamic Data Driven Integrated Simulation and Stochastic Optimization for Wildland Fire Containment
DDDAS-SMRP:动态数据驱动的野地火灾遏制综合仿真和随机优化
批准号:
0540000
负责人:
Lewis Ntaimo
金额:
$0.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2005
资助国家:
美国
项目状态:
已结题
起止时间:
2005-12-01 至 2008-11-30

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中文摘要
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英文摘要
The purpose of the proposed research is to develop a dynamic data driven real-time decision support system for wildland fire spread prediction and containment that integrates simulation and stochastic optimization. The computational aspects of the decision support system include wildland fire spread simulation using the discrete event system specification (DEVS) approach and decision-making under uncertainty concerning where and when to concentrate fire containment efforts using stochastic programming. The experimental measurement aspects of the application include real-time dynamic weather conditions and sensory feedback data that include the actual fire-front position and the effect of fire suppression efforts on fire propagation. The success of the proposed research will derive from the multidisciplinary team of investigators whose areas of research include stochastic programming, discrete event modeling and simulation, systems software, and wildland fire spread.
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Collaborative Research: Fuel Treatment Planning Optimization for Wildfire Management
Collaborative Research: CDI-Type II--Integrated Weather and Wildfire Simulation and Optimization for Wildfire Management
CSR-CSI: System Integration of Dynamical Data Driven Wildfire Spread and Firefighting Modeling, Simulation, and Optimization
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