Mathematical Modeling of Wind Energy System for Designing Fault Tolerant Control
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33093
Mathematical Modeling of Wind Energy System for Designing Fault Tolerant Control

Authors: Patil Ashwini, Archana Thosar

Abstract:

This paper addresses the mathematical model of wind energy system useful for designing fault tolerant control. To serve the demand of power, large capacity wind energy systems are vital. These systems are installed offshore where non planned service is very costly. Whenever there is a fault in between two planned services, the system may stop working abruptly. This might even lead to the complete failure of the system. To enhance the reliability, the availability and reduce the cost of maintenance of wind turbines, the fault tolerant control systems are very essential. For designing any control system, an appropriate mathematical model is always needed. In this paper, the two-mass model is modified by considering the frequent mechanical faults like misalignments in the drive train, gears and bearings faults. These faults are subject to a wear process and cause frictional losses. This paper addresses these faults in the mathematics of the wind energy system. Further, the work is extended to study the variations of the parameters namely generator inertia constant, spring constant, viscous friction coefficient and gear ratio; on the pole-zero plot which is related with the physical design of the wind turbine. Behavior of the wind turbine during drive train faults are simulated and briefly discussed.

Keywords: Mathematical model of wind energy system, stability analysis, shaft stiffness, viscous friction coefficient, gear ratio, generator inertia, fault tolerant control.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1125621

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1903

References:


[1] Barry Dolan, “Wind Turbine Modelling, Control and Fault Detection” Master’s thesis, Technical University of Denmark, 2010.
[2] Dale S. L. Dolan and Peter W. Lehn. “Simulation Model of Wind Turbine3p Torque Oscillations due to Wind Shear and Tower Shadow.” IEEE Transactions on Energy Conversion, vol. 21, no. 3, September 2006.
[3] S. M. Muyeen, Mohd. Hasan Ali, RionTakahashi, Toshiaki Murata, and Junji Tamura, “Transient Stability Analysis of Wind Generator System with the Consideration of Multi-Mass Shaft Model”, 0-7803-9296-5/05/$20.00 © 2005 IEEE.
[4] .M.Muyeen, Md. Hasan Ali, R. Takahashi, T. Murata, J. Tamura, Y. Tomaki, A. Sakahara and E. Sasano, “Comparative study on transient stability analysis of wind turbine generator system using different drive train models”, IET Renew. Power Gener., 2007, 1, (2), pp. 131–141.
[5] S. M. Muyeen, Mohammad Abdul Mannan, Mohd. Hasan Ali', Rion Takahashi', Toshiaki Murata', Junji Tamura', Yuichi Tomaki3, Atsushi Sakahara3, and Eiichi Sasano3 ,“Fault analysis of wind turbine generator system considering Six-mass drive train model”, 4th International Conference on Electrical and Computer Engineering ICECE 2006, 19-21 December 2006, Dhaka, Bangladesh.
[6] Xiaoqing Han, Pengmin Wang, Peng Wang, “Transient Stability Studies of Doubly-Fed Induction Generator using different Drive Train Models”, 978-1-4577-1002-5/11/$26.00 ©2011 IEEE.
[7] Yao Xingjia and Lianglizhe and Xingzuoxia, Liang Lizhe, “Dynamic Characteristic of The Drive Train of DFIG Wind Turbines During Grid Faults”, 2009 Second International Conference on Intelligent Computation Technology and Automation.
[8] R. K. Thakur, N. K. Jha, “Impact of transients due to drive train in variable speed wind energy conversion system”, 978-1-4577-1871-7/12 ©2012 IEEE.