Title :
A novel trajectory-based active fault-tolerant control: Application to a Wind Turbine system
Author :
Jain, Trapti ; Yame, Joseph J. ; Sauter, Dominique
Author_Institution :
Res. Group of Process Control & Autom., Aalto Univ., Aalto, Finland
Abstract :
In this paper, we present a real-time mechanism to accommodate faults occurring in a Wind Turbine (WT) system. The demonstrated mechanism lies under the taxonomy of Active Fault-tolerant Control (FTC) systems, namely the online redesign 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 online measurements generated by the WT. Based on the given control specifications, and the observed measurement an occurred fault is accommodated by redesigning the controller online such that the WT generates rated power even under faulty conditions. Secondly, no explicit fault diagnosis (FD) module is used in this approach. As a result, issues of model uncertainty, false alarms, etc. associated with an integrated FD and controller reconfiguration approach to FTC systems are not experienced here.
Keywords :
control system synthesis; fault tolerance; power generation control; trajectory control; uncertain systems; wind power; wind turbines; FTC system; WT system; control specification; controller reconfiguration; false alarms; fault accommodation; fault diagnosis; faulty condition; model uncertainty; online controller redesign; online measurement; power generation; real-time mechanism; trajectory-based active fault-tolerant control; turbine model; wind turbine system; Actuators; Fault tolerance; Fault tolerant systems; Mathematical model; Real-time systems; Wind turbines;
Conference_Titel :
Control Applications (CCA), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
DOI :
10.1109/CCA.2013.6662761