Second Order Intelligent Proportional-Integral Fuzzy Control of Twin Rotor Aerodynamic Systems

作者: Raul-Cristian Roman , Radu-Emil Precup , Radu-Codrut David

DOI: 10.1016/J.PROCS.2018.10.277

关键词: Computer scienceFuzzy control systemNonlinear systemControl theoryControl systemControl theoryAerodynamicsFuzzy logicRotor (electric)

摘要: Abstract This paper proposes a hybrid controller that consists of second order data–driven Model–Free Control (MFC), also known as intelligent proportional–integral (iPI), and Takagi-Sugeno Fuzzy (TSF) logic for nonlinear Multi Input–Multi Output (MIMO) twin rotor aerodynamic systems (TRASs). The pitch position control is carried out using single input–single output system structure. (the MFC algorithm the TSF controller) referred to MFC–TSF controller. performance structure (CSS) with new compared CSS controller, which optimally tuned in model-based manner by Grey Wolf Optimizer algorithm. Experimental validation results on TRAS laboratory equipment are included.

参考文章(24)
Michel Fliess, Cédric Join, Model-free control International Journal of Control. ,vol. 86, pp. 2228- 2252 ,(2013) , 10.1080/00207179.2013.810345
Tamás Haidegger, Levente Kovács, Radu-Emil Precup, Balázs Benyó, Zoltán Benyó, Stefan Preitl, Simulation and control for telerobots in space medicine Acta Astronautica. ,vol. 81, pp. 390- 402 ,(2012) , 10.1016/J.ACTAASTRO.2012.06.010
M.C. Campi, A. Lecchini, S.M. Savaresi, Brief Virtual reference feedback tuning: a direct method for the design of feedback controllers Automatica. ,vol. 38, pp. 1337- 1346 ,(2002) , 10.1016/S0005-1098(02)00032-8
Yuanming Zhu, Zhongsheng Hou, Feng Qian, Wenli Du, Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation IEEE Transactions on Neural Networks. ,vol. 28, pp. 759- 765 ,(2017) , 10.1109/TNNLS.2016.2522098
Raul-Cristian Roman, Mircea-Bogdan Radac, Radu-Emil Precup, Multi-input–multi-output system experimental validation of model-free control and virtual reference feedback tuning techniques IET Control Theory & Applications. ,vol. 10, pp. 1395- 1403 ,(2016) , 10.1049/IET-CTA.2016.0028
Radu-Emil Precup, Radu-Codrut David, Emil M. Petriu, Grey Wolf Optimizer Algorithm-Based Tuning of Fuzzy Control Systems With Reduced Parametric Sensitivity IEEE Transactions on Industrial Electronics. ,vol. 64, pp. 527- 534 ,(2017) , 10.1109/TIE.2016.2607698
Radu-Emil Precup, Mircea-Bogdan Radac, Raul-Cristian Roman, Emil M. Petriu, Model-free sliding mode control of nonlinear systems Information Sciences. ,vol. 381, pp. 176- 192 ,(2017) , 10.1016/J.INS.2016.11.026
Gianmarco Rallo, Simone Formentin, Simone Garatti, Sergio M. Savaresi, Vehicle stability control via VRFT with probabilistic robustness guarantees conference on decision and control. pp. 7165- 7170 ,(2016) , 10.1109/CDC.2016.7799374