DocumentCode
653621
Title
Multi-agent based fault detection and isolation in more electric aircraft
Author
Nahid-Mobarakeh, B. ; Simoes, Marcelo Godoy
Author_Institution
GREEN, Univ. of Lorraine, Vandoeuvre-les-Nancy, France
fYear
2013
fDate
6-11 Oct. 2013
Firstpage
1
Lastpage
8
Abstract
In this paper, a multi-agent system is developed to detect mechanical faults occurring in the flight control system in a more electric aircraft. The studied system is composed of electrical actuators controlling ailerons. In such an interconnected system, a distributed fault detection and isolation (FDI) is required to improve the reliability of the fault detection. Here, a multi-agent system is employed for this purpose. Each agent includes an FDI filter providing residual signals for its own actuator and its neighbors. A fault is detected and isolated when a majority of agents vote for it. Simulation results show the validity of this approach. Experimental tests are in progress to confirm the effectiveness of the proposed approach.
Keywords
aerospace computing; aerospace control; aircraft power systems; electric actuators; fault diagnosis; multi-agent systems; power engineering computing; power system interconnection; power system reliability; FDI filter; distributed fault detection and isolation; electrical actuators controlling ailerons; flight control system; interconnected system; mechanical fault detection; more electric aircraft; multiagent based fault detection and isolation; reliability; Radio frequency; Voltage control; Electromechanical actuator (EMA); Fault detection and isolation (FDI); More electric aircraft (MEA); Multi-agent system (MAS);
fLanguage
English
Publisher
ieee
Conference_Titel
Industry Applications Society Annual Meeting, 2013 IEEE
Conference_Location
Lake Buena Vista, FL
ISSN
0197-2618
Type
conf
DOI
10.1109/IAS.2013.6682530
Filename
6682530
Link To Document