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Reduced-order modeling of LPV systems in the Loewner framework

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  • معلومة اضافية
    • Contributors:
      Max-Planck-Institut für Dynamik Komplexer Technischer Systeme; Max-Planck-Gesellschaft; Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL); Centrale Lille-Université de Lille-Centre National de la Recherche Scientifique (CNRS); Rice University Houston
    • بيانات النشر:
      HAL CCSD
    • الموضوع:
      2021
    • Collection:
      LillOA (HAL Lille Open Archive, Université de Lille)
    • الموضوع:
    • نبذة مختصرة :
      9 pages, 2 figures ; International audience ; In this paper, we propose a model reduction method for LPV systems. We consider LPV state-space representations with an affine dependence on the scheduling variables. The main idea behind the proposed method is to compute the reduced order model in such a manner that its frequency domain transfer function coincides with that of the original model for some frequencies. The proposed method uses Loewner-like matrices, which can be calculated from the frequency domain representation of the system. The contribution of the paper represents an extension of the wellestablished Loewner framework to LPV models.
    • Relation:
      info:eu-repo/semantics/altIdentifier/arxiv/2104.10767; hal-03331771; https://hal.science/hal-03331771; https://hal.science/hal-03331771/document; https://hal.science/hal-03331771/file/CDC21_Loewner_LPV.pdf; ARXIV: 2104.10767
    • الدخول الالكتروني :
      https://hal.science/hal-03331771
      https://hal.science/hal-03331771/document
      https://hal.science/hal-03331771/file/CDC21_Loewner_LPV.pdf
    • Rights:
      info:eu-repo/semantics/OpenAccess
    • الرقم المعرف:
      edsbas.1CBD9F38