Model of aircraft maintenance repair and overhaul using artificial neural networks
B. B. Safoklov, Denis Prokopenko, Yury Deniskin, Mikhail Kostyshak
Abstract
The paper presents a designed model of maintenance repair and overhaul (MRO) of an aircraft with a predictive maintenance unit. The use of an artificial neural network is provided as a maintenance tool. Predictive maintenance with an artificial neural network is part of the MRO strategy "Before the fault is detected". The MRO project with predictive maintenance will allow to build the concept of conducting an in-depth analysis before choosing a strategy for controlling the stage of the aircraft life cycle - aircraft operation.
Topics & Concepts
Artificial neural networkPredictive maintenanceAircraft maintenanceEngineeringReliability engineeringFault (geology)Computer scienceArtificial intelligenceAeronauticsGeologySeismologyAerospace, Electronics, Mathematical ModelingAdvanced Research in Systems and Signal ProcessingAdvanced Control and Stabilization in Aerospace Systems