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Welcome to UISpace, The University of Ibadan Institutional Repository. A collection of theses, articles, books, videos, images, lectures, papers, data sets and all types of digital content originating from the University of Ibadan Nigeria. This repository is managed by the Kenneth Dike Library University of Ibadan, Nigeria.
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http://ir.library.ui.edu.ng/handle/123456789/1774| 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. |
| URI: | http://ir.library.ui.edu.ng/handle/123456789/1774 |
| ISSN: | 1735-5702 |
| Appears in Collections: | scholarly works |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| (5)ui_art_oladokun_application_2006.pdf | 1.73 MB | Adobe PDF |  View/Open |
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