Title :
A real-time projection-based approach for fault accommodation in NREL´s 5MW Wind Turbine systems
Author :
Jain, Trapti ; Yame, Joseph J. ; Sauter, Dominique
Author_Institution :
Lab. of Process Control & Autom., Aalto Univ., Aalto, Finland
Abstract :
This paper presents a real-time mechanism to tolerate faults occurring in a Wind Turbine system such that it can generate the rated power at anytime. This mechanism lies under the taxonomy of Active Fault-Tolerant Control (AFTC) system, namely projection-based approach. In the proposed approach, we do not use any a priori information about the model of the plant in real-time. In fact, we use the online measurements generated by the plant. Based on the given control objectives, and the observed measurements, the controller is re-configured such that the turbine can generate the rated power even under faulty conditions. Secondly, no use of an explicit fault-diagnosis module is seen in this approach. The benchmark model for the Wind Turbine is a FAST coded simulator designed by the U.S. National Renewable Energy Laboratory´s (NREL) National Wind Turbine Center.
Keywords :
fault diagnosis; fault tolerance; power generation control; wind power; wind turbines; AFTC system; FAST coded simulator; NREL; National Renewable Energy Laboratory; active fault-tolerant control system; explicit fault-diagnosis module; fault accommodation; fault tolerance; online measurement; power 5 MW; rated power generation; real-time mechanism; real-time projection-based approach; wind turbine system; Control systems; Fault tolerance; Fault tolerant systems; Generators; Mathematical model; Real-time systems; Wind turbines;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580529