Sanjuan, Adrián ; Rotondo, Damiano ; Nejjari, Fatiha ; Sarrate, Ramon
Clempner, Julio B. - ed. ; Ikonen, Enso - ed. ; Kurdyukov, Alexander P. - ed.
The linear parameter varying (LPV) approach has proved to be suitable for controlling many non-linear systems. However, for those which are highly non-linear and complex, the number of scheduling variables increases rapidly. This fact makes the LPV controller implementation not feasible for many real systems due to memory constraints and computational burden. ; This paper considers the problem of reducing the total number of LPV controller gains by determining a heuristic methodology that combines two vertices of a polytopic LPV model such that the same gain can be used in both vertices. The proposed algorithm, based on the use of the Gershgorin circles, provides a combinability ranking for the different vertex pairs, which helps in solving the reduction problem in fewer attempts. Simulation examples are provided in order to illustrate the main characteristics of the proposed approach.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, volume 29, number 4 (2019) ; kliknij tutaj, żeby przejść
Biblioteka Uniwersytetu Zielonogórskiego
14 lip 2025
14 lip 2025
16
https://zbc.uz.zgora.pl/repozytorium/publication/101037
| Nazwa wydania | Data |
|---|---|
| An LMI-based heuristic algorithm for vertex reduction in LPV systems | 14 lip 2025 |
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Salazar, Jean Carlo Sanjuan, Adrián Nejjari, Fatiha Sarrate Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Han, Qing-Long Triggiani, Roberto- ed. Maksimov, Vyacheslav I. - ed.
Qi, Xin Theilliol, Didier He, Yuqing Han, Jianda Stefanowski, Jerzy - ed. Krawiec, Krzysztof - ed. Wrembel, Robert - ed.
Hajdu, Sándor Gáspár, Péter Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Brdyś, Mieczysław A. Littler, Jonathan J. Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Khoury, Boutrous Nejjari, Fatiha Puig, Vicenç Witczak, Marcin - ed. Stetter, Ralf - ed.
Cayero, Julián Rotondo, Damiano Morcego, Bernardo Puig, Vicenç Gamper, Johann - ed. Wrembel, Robert - ed.