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Title: An application of artificial neural network to maintenance management
Authors: Oladokun, V. O.
Charles-Owaba, O. E.
Nwaozuru, C. S.
Issue Date: 2006
Abstract: This study shows the usefulness of Artificial Neural Network (ANN) in maintenance planning and management. An ANN model based on the multi-layer perception having three hidden layers and four processing elements per layer was built to predict the expected downtime resulting from a breakdown or a maintenance activity. The model achieved an accuracy of over 70% in predicting the expected downtime.
ISSN: 1735-5702
Appears in Collections:scholarly works

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