Monitoring Oil Pipeline Infrastructures with Multiple Unmanned Aerial Vehicles

  • Jakub Ondráček
  • Ondřej Vaněk
  • Michal Pěchouček
Conference paper

DOI: 10.1007/978-3-319-07551-8_19

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8473)
Cite this paper as:
Ondráček J., Vaněk O., Pěchouček M. (2014) Monitoring Oil Pipeline Infrastructures with Multiple Unmanned Aerial Vehicles. In: Demazeau Y., Zambonelli F., Corchado J.M., Bajo J. (eds) Advances in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection. PAAMS 2014. Lecture Notes in Computer Science, vol 8473. Springer, Cham

Abstract

Effective monitoring of oil pipeline systems is an important task due to a very high environmental cost of an undetected oil spill. For this task, we focus on the utilization of unmanned aerial vehicles (UAV) and we formalize the problem of optimal pipeline monitoring with multiple mobile agents as a mathematical program which captures properties of the problem, including environmental sensitivity and motion constraints of the UAVs. We design two algorithmic extensions which push inherent scalability limits of this problem. Finally, we show that even with limited scalability, we are able to find optimal solutions for real-world sized problems and show a promising way to approximately solve larger scenarios.

Keywords

Optimization Unmanned Aerial Vehicles Mathematical Programming Infrastructure Security 

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Jakub Ondráček
    • 1
  • Ondřej Vaněk
    • 1
  • Michal Pěchouček
    • 1
  1. 1.Agent Technology Center, Department of Computer Science, FEECzech Technical University, Technická 2Praha 6Czech Republic

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