DocumentCode :
9769
Title :
Gain-Scheduled \\ell _{1} -Optimal Control of Variable-Speed-Variable-Pitch Wind Turbines
Author :
Jafarnejadsani, Hamidreza ; Pieper, Jeff
Author_Institution :
Dept. of Mech. Sci. & Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Volume :
23
Issue :
1
fYear :
2015
fDate :
Jan. 2015
Firstpage :
372
Lastpage :
379
Abstract :
The fast-growing technology of large scale wind turbines demands control systems capable of enhancing both the efficiency of capturing wind power, and the useful life of the turbines themselves. l1-Optimal control is an approach to deal with persistent exogenous disturbances which have bounded magnitude (l-norm) such as realistic wind disturbances and turbulence profiles. In this brief, we develop an efficient method to compute the l1-norm of a system. As the control synthesis problem is nonconvex, we use the proposed method to design the optimal output feedback controllers for a linear model of a wind turbine at different operating points using genetic algorithm optimization. The locally optimized controllers are interpolated using a gain-scheduled technique with guaranteed stability. The controller is tested with comprehensive simulation studies on a 5 MW wind turbine using fatigue, aerodynamics, structures, and turbulence (FAST) software. The proposed controller is compared with a well-tuned proportional-integral (PI) controller. The results show improved power quality, and decrease in the fluctuations of generator torque and rotor speed.
Keywords :
aerodynamics; control system synthesis; fatigue; gain control; genetic algorithms; optimal control; stability; turbulence; wind power plants; wind turbines; FAST software; PI controller; control synthesis problem; fatigue-aerodynamics-structures and turbulence software; gain-scheduled l1-optimal control; gain-scheduled technique; generator rotor speed; generator torque; genetic algorithm optimization; guaranteed stability; large scale wind turbine demand control systems; linear model; locally optimized controllers; optimal output feedback controllers; power quality; proportional-integral controller; realistic wind disturbances; turbulence profiles; variable-speed-variable-pitch wind turbines; wind power capturing efficiency; Discrete-time systems; Generators; Optimization; Rotors; Torque; Wind speed; Wind turbines; $ell_{1}$ -optimal control; ℓ₁-optimal control; Computation speed; aerodynamics; and turbulence (FAST) software; discrete-time system; fatigue; gain-scheduling; genetic algorithm (GA); structures; variable-speed--variable-pitch (VS--VP) wind turbine.; variable-speed???variable-pitch (VS???VP) wind turbine;
fLanguage :
English
Journal_Title :
Control Systems Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6536
Type :
jour
DOI :
10.1109/TCST.2014.2320675
Filename :
6817567
Link To Document :
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