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Tunisia has set the target to generate 30% of its electrical energy from renewable sources by 2030. Wind turbines are supposed to contribute a significant part to this ambitious objective. There are excellent wind conditions in the north of Tunisia (near the coast) and in some areas in the south...
In this paper, an artificial neural network (ANN) is used to predict degradation phenomena occurring in high-speed shaft bearings wind turbine systems, and predict their remaining useful life (RUL). Two different prediction ways are possible. The first is known as short-term prediction, and it...
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