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Prioritized multi-UAV collaborative scheduling optimization for disaster reconnaissance
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Ying GONG, Xiaocong LIU, Yufeng ZHOU**, Wei YANG
China Safety Science Journal | 2024, 34(11) : 202 - 212
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China Safety Science Journal | 2024, 34(11): 202-212
Technology and engineering of disaster prevention and mitigation
Prioritized multi-UAV collaborative scheduling optimization for disaster reconnaissance
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Ying GONG, Xiaocong LIU, Yufeng ZHOU**, Wei YANG
Affiliations
  • School of Management Science and Engineering,Chongqing Technology and Business University,Chongqing 400067,China
Published: 2024-11-28 doi: 10.16265/j.cnki.issn1003-3033.2024.11.0732
Outline
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To improve the efficiency of disaster reconnaissance,a prioritized multi-UAV cooperative scheduling optimization model was proposed for the UAV reconnaissance scheduling problem in disaster emergency responses. An improved tabu search algorithm was proposed by using a mixed integer nonlinear programming model. Moreover,specific neighborhood operators and repair operators were used to enhance the algorithm's search capability and solution quality. Two cases were designed to validate the model and algorithm performance. The first case was based on the actual scenario of the Zhengzhou flood in 2021,and the second case simulated examples of different scales. The results indicated that the model and algorithm were effectively validated. The effects of flight speed,UAV quantity,model,and endurance on reconnaissance capabilities were investigated through sensitivity analyses. The reconnaissance efficiency can be significantly improved by increasing the number of UAV models and optimizing them. UAVs with strong reconnaissance capabilities should be given priority when resources are limited. However,flight speed is more critical when resources are sufficient.

disaster reconnaissance  /  unmanned aerial vehicle (UAV)  /  scheduling optimization  /  tabu search algorithm  /  reconnaissance prioritization
Ying GONG, Xiaocong LIU, Yufeng ZHOU, Wei YANG. Prioritized multi-UAV collaborative scheduling optimization for disaster reconnaissance[J]. China Safety Science Journal, 2024 , 34 (11) : 202 -212 . DOI: 10.16265/j.cnki.issn1003-3033.2024.11.0732
Year 2024 volume 34 Issue 11
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Article Info
doi: 10.16265/j.cnki.issn1003-3033.2024.11.0732
  • Receive Date:2024-05-16
  • Online Date:2025-07-09
  • Published:2024-11-28
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  • Received:2024-05-16
  • Revised:2024-08-17
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    School of Management Science and Engineering,Chongqing Technology and Business University,Chongqing 400067,China
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小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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