منابع مشابه
An application of artificial neural network to maintenance management
This study shows the usefulness of Artificial Neural Network (ANN) in maintenance planning and man-agement. An ANN model based on the multi-layer perceptron 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.
متن کاملThe maintenance management framework: A practical view to maintenance management
The objective of this paper is to define a process for maintenance management and to classify maintenance engineering techniques within that process. Regarding the maintenance management process, we present a generic model proposed for maintenance management which integrates other models found in the literature for built and in-use assets, and consists of eight sequential management building bl...
متن کاملan application of artificial neural network to maintenance management
this study shows the usefulness of artificial neural network (ann) in maintenance planning and man-agement. an ann model based on the multi-layer perceptron 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.
متن کاملMaintenance management decision model for preventive maintenance strategy on production equipment
In industries, Preventive Maintenance (PM) is not a new practice to minimise the sudden breakdown of production machine. PM will be performed at predetermine intervals to provide a balance between failure cost and component utilisation (aging). However, most of PM interval is based on experience or original equipment manufacturer (OEM) recommendations. Consequently, the benefits from PM are not...
متن کاملStrategic maintenance management: Formulating maintenance strategy
In recent decades, by introducing lean manufacturing the vulnerability to system disturbances has increased and so, the demand for dependable production equipment. The need for having high production equipment availability causes companies to need a more effective and efficient maintenance strategy in order to stay competitive. Despite the increasing demand on reliable production equipment, few...
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ژورنال
عنوان ژورنال: The Japanese Journal of Real Estate Sciences
سال: 2009
ISSN: 0911-3576,2185-9531
DOI: 10.5736/jares.23.2_40