Research Article

Fault Tolerance for Active Surface System with Actuator Faults

Table 2

Active surface fault diagnosis method based on artificial intelligence [13ā€“15].

MethodAdvantageLimitation

Expert systemStrict reasoning logic, high reliabilityKnowledge is difficult to obtain, complex reasoning
Fault treeQualitative, quantitative analysis with logical reasoningThe construction process is heavy and difficult. Logical operations are prone to error
Neural networkParallel processing, self-learning, self-organization,The reasoning process of diagnosis is not clear
Fuzzy inferenceFlexible enough to deal with uncertain informationIt is difficult to establish rules and membership functions