@inproceedings{ed27b75d2f9040cabacb7919fc16ca81,
title = "LPV model identification for a web winding system",
abstract = "This article presents the identification of a web winding system as an LPV system with the reel radius as the time-varying parameter. This system is non-linear, time-varying and input-output unstable. Two methods are employed: First, an LPV model is estimated in a single step using a novel approach based on sparse identification and Set Membership optimality evaluation. Then, local LTI models are identified using classical identification algorithms and the overall LPV model is constructed as a weighted sum of the local models. The two methods are applied to experimental data measured on a real web winding machine.",
keywords = "LPV models, Set Membership optimality, Sparse identification, Web winding system",
author = "F. Ruiz and J. Vuelvas and C. Novara",
year = "2012",
doi = "10.3182/20120711-3-BE-2027.00341",
language = "English",
isbn = "9783902823069",
series = "IFAC Proceedings Volumes (IFAC-PapersOnline)",
publisher = "IFAC Secretariat",
number = "16 PART 1",
pages = "1779--1784",
booktitle = "SYSID 2012 - 16th IFAC Symposium on System Identification, Final Program",
edition = "16 PART 1",
note = "Universite Libre de Bruxelles ; Conference date: 11-07-2012 Through 13-07-2012",
}