Article ID Journal Published Year Pages File Type
5004908 ISA Transactions 2013 9 Pages PDF
Abstract
► We proposes a new method for online identification of a nonlinear system modelled on Reproducing Kernel Hilbert Space (RKHS). ► The proposed SVD-KPCA method uses the SVD technique to update the principal components. ► The proposed algorithm has been tested to identify the Wiener-Hammerstein benchmark [16] and a chemical reactor [7].
Keywords
Related Topics
Physical Sciences and Engineering Engineering Control and Systems Engineering
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