Modeling and optimization by experimental design has become an indispensable tool upstream eddy current non-destructive testing in order to have the answers to the electromagnetic interaction coil and multilayer metal structure. An initial design of experiments is produced, aiming at getting the maximum amount of information from the minimum number of simulations results