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A crucial part during the generation of nonlinear dynamic models is the determination of an appropriate model order. Five automated order determination strategies are compared. One model-based and four model-free approaches are investigated. We evaluated the performances of all methods with four artificial test processes and two noise levels. In an external dynamics approach, local model networks...
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