Adaptive Predictive Control of Fractional Order Chaotic Systems

被引:0
作者
Najari, Maryam [1 ]
Balochian, Saeed [2 ]
机构
[1] Islamic Azad Univ, Gonabad Branch, Dept Elect Engn, Fac Engn, Gonabad, Khorasan E Raza, Iran
[2] Islamic Azad Univ, Mashhad Branch, Dept Elect Engn, Fac Engn, Mashhad, Khorasan E Raza, Iran
来源
ELECTRICA | 2024年 / 24卷 / 01期
关键词
Adaptive control; equilibrium point; fractional order chaotic systems; predictive control; ACTIVE CONTROL; SYNCHRONIZATION; DESIGN;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, an adaptive predictive control for controlling and stabilizing fractional order chaotic systems around the equilibrium point is provided. The stability of fractional order chaotic systems around equilibrium points in the presence of parameter uncertainty has been demonstrated using Lyapunov's stability theorem. In addition, the uncertain parameters of fractional order chaotic systems are calculated using appropriate adaptive methods based on the proposed predictive controller structure. Rossler and Chen systems were considered to numerical simulations. The results demonstrated the adaptive predictive control method's usefulness and performance.
引用
收藏
页码:3 / 11
页数:9
相关论文
共 35 条
[1]   A new approach on the modelling, chaos control and synchronization of a fractional biological oscillator [J].
Alshomrani, Ali Saleh ;
Ullah, Malik Zaka ;
Baleanu, Dumitru .
ADVANCES IN DIFFERENCE EQUATIONS, 2021, 2021 (01)
[2]   Active Control of a Chaotic Fractional Order Economic System [J].
Baskonus, Haci Mehmet ;
Mekkaoui, Toufik ;
Hammouch, Zakia ;
Bulut, Hasan .
ENTROPY, 2015, 17 (08) :5771-5783
[3]   Design of fractional robust adaptive intelligent controller for uncertain fractional-order chaotic systems based on active control technique [J].
Bigdeli, Nooshin ;
Ziazi, Hossein Alinia .
NONLINEAR DYNAMICS, 2017, 87 (03) :1703-1719
[4]   Dynamics of the fractional-order chaotic PMSG, its stabilisation using predictive control and circuit validation [J].
Borah, Manashita ;
Roy, Binoy K. .
IET ELECTRIC POWER APPLICATIONS, 2017, 11 (05) :707-716
[5]   Robust Fractional Order Controller for Chaotic Systems [J].
Boudjehem, Djalil ;
Boudjehem, Badreddine .
IFAC PAPERSONLINE, 2016, 49 (09) :175-179
[6]  
Feki M, 2017, STUD COMPUT INTELL, V709, P35, DOI 10.1007/978-3-319-55598-0_2
[7]   Controlling uncertain Genesio-Tesi chaotic system using adaptive dynamic surface and nonlinear feedback [J].
Gao, Shigen ;
Wang, Yubing ;
Dong, Hairong ;
Ning, Bin ;
Wang, Hongwei .
CHAOS SOLITONS & FRACTALS, 2017, 105 :180-188
[8]   Adaptive backstepping control of a class of chaotic systems [J].
Ge, SS ;
Wang, C ;
Lee, TH .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2000, 10 (05) :1149-1156
[9]   Modified projective synchronization of different chaotic systems using adaptive control [J].
Hamri, Nasr-eddine ;
Ouahabi, Rabiaa .
COMPUTATIONAL & APPLIED MATHEMATICS, 2017, 36 (03) :1315-1332
[10]  
Khamsuwan P., 2019, Int. J. Appl. Comp. Math., V5, P1