“…The diagnosis of gas turbines is generally carried out through knowledge of its normal behavior, total control of the different operating modes is then essential when considering an advanced diagnosis of this type of machine [9,11,14,16,20,27,29]. Indeed, the application of fuzzy logic techniques improves the reliability of the monitoring system and the sensitivity of fault detection, it is also capable of causing, in severe failures, a turbine stop or allowing the system to continue to operate in degraded mode in the event of a problem which does not require an immediate stop [2,6,8,10,12,22,24,28,30].…”