New approach for optimizing energy by adjusting the trade-off coefficient in wind turbines

作者: Alireza Fakharzadeh J , Fatemeh Jamshidi , Leila Talebnezhad

DOI: 10.1186/2192-0567-3-19

关键词: Linear-quadratic regulatorWind powerEnergy accountingEconomicsState variableTurbineOperations managementEnergy transformationControl theoryOptimal controlLinearization

摘要: As fossil fuels run out, more attention should be paid to renewable energies, among which wind energy is one of the best. Therefore, optimization its energetic efficiency in variable speed turbines an important focus this recent study. Based upon linearization, a trade-off between conversion maximization and minimization damage caused by mechanical fatigue, resulting produced turbine, optimized. Mathematically, objective defined as stochastic criterion, belonging class linear quadratic regulator (LQR) optimal control problems. A law has been obtained using LQR approach, value for α calculated real-value genetic algorithm. The numerical simulations show better method compared other methods used thus far. They also present stability when coefficient applied. results demonstrate that curves state variables output different valves converge zero, shows design controller was fully able reduce effectiveness white noise.

参考文章(19)
António José de Pina Martins, Adriano da Silva Carvalho, Paulo Costa, Wind energy extraction and conversion : optimization through variable speed generators and non linear fuzzy control ,(2006)
Xiong Liu, Yan Chen, Zhiquan Ye, Optimization model for rotor blades of horizontal axis wind turbines Frontiers of Mechanical Engineering in China. ,vol. 2, pp. 483- 488 ,(2007) , 10.1007/S11465-007-0084-9
Frank Böttcher, Joachim Peinke, David Kleinhans, Rudolf Friedrich, Pedro G. Lind, Maria Haase, Reconstruction of Complex Dynamical Systems Affected by Strong Measurement Noise Physical Review Letters. ,vol. 97, pp. 090603- ,(2006) , 10.1103/PHYSREVLETT.97.090603
Patrick Milan, Matthias Wächter, Joachim Peinke, Turbulent character of wind energy. Physical Review Letters. ,vol. 110, pp. 138701- 138701 ,(2013) , 10.1103/PHYSREVLETT.110.138701
Gopal Dixit, Jan Malte Slowik, Robin Santra, Proposed Imaging of the Ultrafast Electronic Motion in Samples using X-Ray Phase Contrast Physical Review Letters. ,vol. 110, pp. 137403- 137403 ,(2013) , 10.1103/PHYSREVLETT.110.137403
Azad Ghaffari, Miroslav Krstic, Sridhar Seshagiri, Power optimization and control in wind energy conversion systems using extremum seeking american control conference. pp. 2241- 2246 ,(2013) , 10.1109/ACC.2013.6580168
Jiawei Chen, Jie Chen, Chunying Gong, New Overall Power Control Strategy for Variable-Speed Fixed-Pitch Wind Turbines Within the Whole Wind Velocity Range IEEE Transactions on Industrial Electronics. ,vol. 60, pp. 2652- 2660 ,(2013) , 10.1109/TIE.2012.2196901
Iulian Munteanu, Nicolaos Antonio Cutululis, Antoneta Iuliana Bratcu, Emil Ceangă, Optimization of variable speed wind power systems based on a LQG approach Control Engineering Practice. ,vol. 13, pp. 903- 912 ,(2005) , 10.1016/J.CONENGPRAC.2004.10.013
P. G. Lind, M. Haase, F. Böttcher, J. Peinke, D. Kleinhans, R. Friedrich, Extracting strong measurement noise from stochastic time series: applications to empirical data. Physical Review E. ,vol. 81, pp. 041125- ,(2010) , 10.1103/PHYSREVE.81.041125
Sébastien Gros, Benoît Chachuat, Optimization-based load reduction during rapid shutdown of multi-megawatt wind turbine generators Wind Energy. ,vol. 17, pp. 1055- 1075 ,(2014) , 10.1002/WE.1618