Application of Artificial Neural Networks in Aircraft Maintenance, Repair and Overhaul Solutions

摘要

This paper reviews application of Artificial Neural Networks in AircraftMaintenance, Repair and Overhaul (MRO). MRO solutions are designed tofacilitate the authoring and delivery of maintenance and repair information tothe line maintenance technicians who need to improve aircraft repair turnaround time, optimize the efficiency and consistency of fleet maintenance andensure regulatory compliance. The technical complexity of aircraft systems,especially in avionics, has increased to the point at which it poses asignificant troubleshotting and repair challenge for MRO personnel. As per theexisting scenario, the MRO systems in place are inefficient. In this paper, wepropose the centralization and integration of the MRO database to increase itsefficiency. Moreover the implementation of Artificial Neural Networks in thissystem can rid the system of many of its deficiencies. In order to make thesystem more efficient we propose to integrate all the modules so as to reducethe efficacy of repair.