New methodology for diagnosis system with “Don’t Know” response.

Here a new method is proposed to find the classification of an anomalous event within signatures of a set of design-basis accidents and normal state of a Brazilian pressurized power reactor.

Quantum evolutionary algorithm was used, being responsible for finding the representative vector of each accident class.

The simulation results show that the method proposed is able to identify the reference accident and distinguish the unknown types with different datasets.