Scientific journal
Scientific Review. Technical science
ISSN 2500-0799
ПИ №ФС77-57440

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USING OF INTELLECTUAL SYSTEMS FOR DIAGNOSTICS OF FAULTS OF GAS TURBINES

Dolinina O.N. 1 Antropov P.G. 1 Kuzmin A.K. 1 Shvarts A.Y. 1
1 Saratov State Technical University named after Y.Gagarin
The task of increasing reliability of gas turbines is an important for industry and economy. The analysis of the methods of evaluation of the gas turbine faults and existing software were carried out. There is suggested a method of detecting of the faults based on artificial intelligence: artificial neural network using three-layer perceptron which is used for detecting of the gas turbines’ faults and subsystem of fuzzy solution which allows to get the levels of confidence in typical or other reasons of system failures. Fuzzy solution is used on the base of the gas turbines parameters, expert information and levels of confidence in the faults. Algorithm of the fuzzy solution is used in the developed system for detecting of the reasons of the gas turbine faults. There is realized the software GAZDETECT of making solutions.