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TP Model Transformation

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Dual-Control-Design

Part of the book series: Topics in Intelligent Engineering and Informatics ((TIEI,volume 17))

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Abstract

The chapter introduces the concept and the numerical reconstruction of the TP model transformation. The numerical reconstruction is derived based on the TP grid structure, such that in addition, the weighting functions of the resulting TP functions are derived using the TP grid structure refinement method. The role and the benefits of the HOSVD based determination of the grid structure in the TP model transformation is discussed and evaluated through numerical examples. Besides the HOSVD based TP model transformation, the Parallel Factorisation based TP model transformation is also introduced in the chapter. Various practical hints and the possibility for the routine-like execution of the TP model transformation is also studied in the chapter via several use case examples.

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Authors and Affiliations

  1. University of Pannonia, Veszprém, Hungary

    Péter Baranyi

  2. HUN-REN Hungarian Research Network, Budapest, Hungary

    Péter Baranyi

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  1. Péter Baranyi
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Correspondence to Péter Baranyi .

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Baranyi, P. (2023). TP Model Transformation. In: Dual-Control-Design. Topics in Intelligent Engineering and Informatics, vol 17. Springer, Cham. https://doi.org/10.1007/978-3-031-44575-0_6

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