Title :
A Novel Approach to Real-Time Fault Accommodation in NREL´s 5-MW Wind Turbine Systems
Author :
Jain, Trapti ; Yame, Joseph J. ; Sauter, Dominique
Author_Institution :
Res. Group of Process Control & Autom., Aalto Univ., Aalto, Finland
Abstract :
This paper presents a real-time mechanism to tolerate faults occurring in a wind turbine (WT) system. This system is a FAST coded simulator designed by the U.S. National Renewable Energy Laboratory´s (NREL´s) National Wind Turbine Center. The demonstrated mechanism lies under the taxonomy of active fault-tolerant control (AFTC) systems, namely the projection-based approach. In the proposed approach, we do not use any a priori information about the model of the turbine in real-time. In fact, we use the online measurements generated by WT. Based on the given control objectives, and the observed measurements, an occurring fault is accommodated by reconfiguring the controller such that the turbine generates the rated power even under faulty conditions. Second, no use of an explicit fault-diagnosis module is seen in this approach. Therefore, the fault accommodation delay in the proposed AFTC structure is smaller than the delay as experienced in the traditional structure of AFTC systems.
Keywords :
fault tolerance; power generation control; wind turbines; AFTC systems; FAST coded simulator; NREL National Wind Turbine Center; US National Renewable Energy Laboratory; active fault-tolerant control systems; explicit fault-diagnosis module; fault accommodation delay; online measurements; power 5 MW; projection-based approach; real-time mechanism; taxonomy; Fault tolerance; Generators; Real-time systems; Wind energy; Wind speed; Wind turbines; Behavioral theory; NREL wind turbine; fault-tolerant control; wind energy conversion system;
Journal_Title :
Sustainable Energy, IEEE Transactions on
DOI :
10.1109/TSTE.2013.2268615