الفهرس 
An artificial neural network model for gas turbine performance prediction
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Abstract
The present thesis introduces a study for the application of ANN modeling to investigate the performance prediction of a gas-turbine power-generation unit. A wide range of operating data (over two years) of a small gas turbine (20 MW) is used for training, investigating and evaluating the ANN model. ANN shows good predict ability results that would add an interesting advantage to the maintenance team efforts. Moreover, the model could be used as a guide for operators to estimate different failure possibilities that could happened to various parts of the gas turbine engine