English   español  
Por favor, use este identificador para citar o enlazar a este item: http://hdl.handle.net/10261/127516
logo share SHARE logo core CORE   Add this article to your Mendeley library MendeleyBASE

Visualizar otros formatos: MARC | Dublin Core | RDF | ORE | MODS | METS | DIDL
Exportar a otros formatos:

Automated generation and comparison of Takagi-Sugeno and polytopic quasi-LPV models

AutorRotondo, Damiano; Puig, Vicenç; Nejjari, Fatiha; Witczak, Marcin
Palabras claveModeling
Takagi–Sugeno (TS) fuzzy systems
Linear parameter varying (LPV) systems
Fecha de publicación2015
CitaciónFuzzy Sets and Systems 277: 44-64 (2015)
ResumenIn the last decades, gain-scheduling control techniques have consolidated as an efficient answer to analysis and synthesis problems for non-linear systems. Among the approaches proposed in the literature, the linear parameter varying (LPV) and Takagi-Sugeno (TS) paradigms have proved to be successful in dealing with the different trials that the analyzer, or the designer, of a gain-scheduled control system has to face. Despite the strong similarities between the two paradigms, research on LPV and TS systems has been performed in an independent way and some results that could be useful for both paradigms were obtained only for one of them. However, in recent works, some clues that there is a very close connection between LPV and TS worlds have been presented. The present paper openly addresses the presence of strong analogies between LPV and TS models, in an attempt to establish a bridge between these two worlds, so far considered different. In particular, this paper addresses the modeling problem, presenting two methods for the automated generation of LPV and TS systems, and introducing some measures in order to compare the obtained models. A mathematical example is used to illustrate the proposed methods.
Versión del editorhttp://dx.doi.org/10.1016/j.fss.2015.02.002
Identificadoresissn: 0165-0114
Aparece en las colecciones: (IRII) Artículos
Ficheros en este ítem:
Fichero Descripción Tamaño Formato  
LPV-models.pdf926,04 kBAdobe PDFVista previa
Mostrar el registro completo

Artículos relacionados:

NOTA: Los ítems de Digital.CSIC están protegidos por copyright, con todos los derechos reservados, a menos que se indique lo contrario.