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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.
|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.|
|Appears in Collections:||scholarly works|
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|(5)ui_art_oladokun_application_2006.pdf||1.73 MB||Adobe PDF|
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