engleski

Determining the frequency of condition based maintenance tasks with neural network

Use of modern maintenance approaches and strategies in production process ensures a high degree of machine and equipment availability and reliability to companies. Among other factors, this imposes itself as an important assumption in realization of production plan and dynamic market demands. Use of modern strategies means an implementation of knowledge, equipment and organization. Proper implementation declares itself in a cost-efficient approach. /1/. Condition based maintenance, in general, can be explained through several characteristic steps it is made up of, and those are: -Technical diagnostic, which, among other, determines the condition-indicators of the observed technical elements ; -Using historical data, we can analyse the changes in the trend of the indicator’ s condition in time ; -Finally, we can define the problem on the level of prediction of the element’ s condition in future.

Condition Based Maintenance; Neural Networks; Bering

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