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This paper investigates the ability of a multilayer neural network to diagnose pneumatic actuator faults. The AMS Valve Link Software is used to obtain experimental figures of merit related to the actuator. The particular values of six measurable quantities are shown to depend on the severity of commonly occurring faults: diaphragm leakage, actuator vent… (More)