An application of artificial neural network to maintenance management
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نویسنده
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Oladokun V.O ,Charles-Owaba O.E ,Nwaouzru C.S
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منبع
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journal of industrial engineering international - 2006 - دوره : 2 - شماره : 3 - صفحه:19 -26
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چکیده
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This study shows the usefulness of artificial neural network (ann) in maintenance planning and management. an ann model based on the multi-layer perceptron having three hidden layers and four processingelements 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.
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کلیدواژه
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Maintenance management; Downtime; Artificial Neural Network; Multi-layer perceptron
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آدرس
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University ofIbadan, Dep ofIndustrial and Production Engineering, Nigeria, University ofIbadan, Dep ofIndustrial and Production Engineering, Nigeria, University ofIbadan, Dep ofIndustrial and Production Engineering, Nigeria
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پست الکترونیکی
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vo.oladokun@mail.ui.edu.ng
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