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
Link To Document :
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