DocumentCode :
1755996
Title :
Second-Order Cone Programming-Based Optimal Control Strategy for Wind Energy Conversion Systems Over Complete Operating Regions
Author :
Can Huang ; Fangxing Li ; Tao Ding ; Zhiqiang Jin ; Xiao Ma
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee (UT), Knoxville, TN, USA
Volume :
6
Issue :
1
fYear :
2015
fDate :
Jan. 2015
Firstpage :
263
Lastpage :
271
Abstract :
An efficient control strategy of a wind energy conversion system (WECS) plays a crucial role in wind power utilization. In this paper, a novel multivariable control strategy for a variable-speed variable-pitch WECS is proposed. It is designed for the complete operating regions of a wind turbine, including both of the partial load region and the full load region, with the objectives of maximizing energy capture, smoothing power output, alleviating drive train transient loads, and reducing pitch actuator activities. In particular, this paper considers the wind speed disturbance as norm-bounded, instead of deterministic or chance constraints in the widely used quadratic control methods such as linear quadratic Gaussian control and model predictive control. Moreover, the WECS control with the norm-bounded disturbance is formulated as a second-order cone programming (SOCP) problem that has not been previously employed for wind power control. Finally, simulation results are provided to demonstrate the validity of the proposed method.
Keywords :
actuators; convex programming; direct energy conversion; linear quadratic Gaussian control; load regulation; multivariable control systems; optimal control; power consumption; power control; quadratic programming; wind turbines; SOCP problem; complete operating region; drive train transient load alleviation; energy capture maximization; full load region; multivariable optimal control strategy; norm-bounded disturbance; partial load region; pitch actuator activity reduction; power output smoothing; quadratic control method; second-order cone programming; variable-speed variable-pitch WECS control; wind energy conversion system; wind power utilization; wind speed disturbance; wind turbine; Generators; Mathematical model; Optimal control; Torque; Wind power generation; Wind speed; Wind turbines; Robust control; second-order cone programming (SOCP); stochastic control; wind energy conversion system (WECS); wind speed disturbance; wind turbine;
fLanguage :
English
Journal_Title :
Sustainable Energy, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3029
Type :
jour
DOI :
10.1109/TSTE.2014.2368141
Filename :
6983691
Link To Document :
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