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Interval LPV identification and fault diagnosis of a real wind turbine

Author
Negre, P.; Puig, V.; Pineda, I.
Type of activity
Presentation of work at congresses
Name of edition
SYSID 2012. IFAC 16th Symposium on System Identification
Date of publication
2012
Presentation's date
2012-07-13
Book of congress proceedings
IFAC. 16th Symposium on System Identification
First page
1689
Last page
1694
Repository
http://hdl.handle.net/2117/16442 Open in new window
Abstract
The purpose of this paper is to present the application of interval Linear Parameter Varying (LPV) identification and fault diagnosis approaches to a real wind turbine. Since wind turbines are highly non-linear systems when operating in their whole range of operation, a LPV model is used. Real field data and system identification techniques are used to identify the nominal model as well as its uncertainty. Fault detection is based on interval LPV observers that are used to generate an adaptive t...
Citation
Negre, P.; Puig, V.; Pineda, I. Interval LPV identification and fault diagnosis of a real wind turbine. A: IFAC Symposium on System Identification. "IFAC. 16th Symposium on System Identification". Brusel.les: 2012, p. 1689-1694.
Group of research
CS2AC-UPC - Supervision, Safety and Automatic Control
SAC - Advanced Control Systems

Participants

  • Negre, Pep Lluís  (author and speaker )
  • Puig Cayuela, Vicenç  (author and speaker )
  • Pineda, Isaac  (author and speaker )