• DocumentCode
    710682
  • Title

    Integrated task assignment and maintenance recommendation based on system architecture and PHM information for UAVs

  • Author

    Paixao de Medeiros, Ivo ; Ramos Rodrigues, Leonardo ; Strottmann Kern, Christian ; Duarte Coelho dos Santos, Rafael ; Hideiti Shiguemori, Elcio

  • Author_Institution
    EMBRAER S.A., São José dos Campos, Brazil
  • fYear
    2015
  • fDate
    13-16 April 2015
  • Firstpage
    182
  • Lastpage
    188
  • Abstract
    PHM (Prognostics and Health Monitoring) can be defined as the capability of assessing the health condition, forecasting impending failures and the expected RUL (Remaining Useful Life) of a component based on a set of measurements collected from systems. Additionally, an important concept that could stem from PHM is IVHM (Integrate Vehicle Health Management); that is the unified capability of integrating PHM within a framework of available resources and operational demand. Therefore, this work aims to integrate task assignment and maintenance recommendation, both based on PHM information, for UAVs (Unmanned Aerial Vehicle) Swarm. Task assignment is the problem of assigning a vehicle to a task. This paper uses a PHM-based task assignment solution; this solution takes into account mission time, task priority and vehicle´s health condition. Maintenance recommendation is the operation of defining which component should receive maintenance action, using an algorithm that takes into account PHM information, system architecture and safety margins. Both task assignment and maintenance recomendations take advantage of a combination of PHM information and system architecture to compute the UAV´s health condition, referred as S-RUL (System Level Remaining Useful Life). The S-RUL provides information related to the time when the whole system will stop working. In the case study, a simplified pitch control system is used to illustrate the application of the proposed method to UAVs Swarm.
  • Keywords
    autonomous aerial vehicles; condition monitoring; maintenance engineering; mechanical engineering computing; task analysis; IVHM; PHM information; S-RUL; UAV; health condition; integrate vehicle health management; integrated task assignment; maintenance recommendation; prognostics and health monitoring; system architecture; system level remaining useful life; task priority; unmanned aerial vehicle; Computer architecture; Fault trees; Maintenance engineering; Probability; Prognostics and health management; Safety; Vehicles; S-RUL; Task assignment; maintenance recommendation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Conference (SysCon), 2015 9th Annual IEEE International
  • Conference_Location
    Vancouver, BC
  • Type

    conf

  • DOI
    10.1109/SYSCON.2015.7116749
  • Filename
    7116749