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Artículo
Analysis of dynamic reliability surveillance: a case study
(Oxford University Press ; IMA Institute of Mathematics and its Applications, 2018-01)
In this paper a reliability model based on artificial neural networks and the generalized renewal process is developed. The model is used for failure prediction, and is able to dynamically adapt to changes in the operating ...
Artículo
Failure mode prediction and energy forecasting of PV plants to assist dynamic maintenance tasks by ANN based models
(Elsevier, 2015-09)
In the field of renewable energy, reliability analysis techniques combining the operating time of the system with the observation of operational and environmental conditions, are gaining importance over time. In this ...
Artículo
A Review of the Use of Artificial Neural Network Models for Energy and Reliability Prediction. A Study of the Solar PV, Hydraulic and Wind Energy Sources
(MDPI, 2019-05)
The generation of energy from renewable sources is subjected to very dynamic changes in environmental parameters and asset operating conditions. This is a very relevant issue to be considered when developing reliability ...