DocumentCode :
582270
Title :
Online predictive control based trajectory optimization of tethered foils for wind energy generator
Author :
Mingwei, Sun ; Donghui, Liu ; Sheng, Quan ; Zengqiang, Chen
Author_Institution :
Dept. of Autom., Sch. of Inf. Technol., Nankai Univ., Tianjin, China
fYear :
2012
fDate :
25-27 July 2012
Firstpage :
4183
Lastpage :
4188
Abstract :
Capturing the stable wind energy in the high altitude is a novel green generation approach. Rational trajectory optimization can obtain the maximal power difference between the traction phase and the recovery phase. Receding horizon model predictive control in the offline manner was previously employed to handle this type of problem, however it is time-consuming and lacks of adaptability and flexibility to varying aerodynamic parameters. This paper presents a receding horizon optimization method for the tethered foil generator based on an online searching strategy. The nonlinear optimization problem can be approximately reformulated to a univariate receding horizon sub-optimal issue in a short interval in four phases with different objectives. By using uniform sampling and chaotic search approaches, the sub-optimal solution, subject to the physical constraints, is obtained online. The simulation results demonstrate its effectiveness. This algorithm has the potential to be realized in a parallel pattern.
Keywords :
AC generators; aerodynamics; chaos; optimisation; predictive control; sampling methods; search problems; wind power plants; chaotic search approach; green generation approach; horizon model predictive control; nonlinear optimization problem; online predictive control based trajectory optimization; online searching strategy; rational trajectory optimization; receding horizon optimization method; recovery phase; suboptimal solution; tethered foil generator; traction phase; uniform sampling approach; varying aerodynamic parameters; wind energy generator; Educational institutions; Electronic mail; Generators; Optimization; Predictive control; Trajectory; Wind energy; Chaos; Optimal control; Predictive control; Tethered foil for wind energy generator; Trajectory optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
ISSN :
1934-1768
Print_ISBN :
978-1-4673-2581-3
Type :
conf
Filename :
6390660
Link To Document :
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