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P. 89

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                          M. Yavuz, M. Ozt¨urk, B. Ya¸skıran / IJOCTA, Vol.15, No.2, pp.281-293 (2025)
                                                              and then the fractional order sliding mode con-
                           ˙ s(t) = µ˙e(t) + ¨e(t).     (6)   trol using 3 different sliding surfaces defined by
                                                              the Caputo fractional order operator will be dis-
                                                              cussed and these will be used to control the 2-
                Taking double derivative from Eq.(4) and sub-
                                                              DOF robot manipulator.
            stituting into Eq.(6) produces:
                                                              Definition 1. The Caputo fractional derivative
                                        ¨
                                            ¨
                          ˙ s(t) = µ˙e(t) + θ d − θ.    (7)   of a function f(t) is defined as follows: 67
                                                                                      Z  t    (n)
                Substituting Eq.(2) into Eq.(7) generates:           α           1          f   (τ)
                                                                  a D f(t) =                          dτ
                                                                     t
                                                                             Γ(n − α)  a  (t − τ) α−n+1
                                       ˙
                                ¨
                   ˙ s(t) = µ˙e(t) + θ d + Aθ + BG(θ) − u.  (8)                     for  (n − 1 < α < n),
                                                                                            R  ∞ −t z−1
                                                              where Gamma function Γ(z) =       e t    dt,
                By equaling ˙s(t) to zero, the equivalent con-                               0
                                                              (Re(z) > 0).
            trol can be obtained as:
                                                              Definition 2. The Caputo fractional integral is
                                  ¨
                                         ˙
                     u eq = µ˙e(t) + θ d + Aθ + BG(θ).  (9)   equivalent to the Riemann fractional integral and
                                                              is defined as follows: 67
                The equivalent control solely is not able to                1  Z  t
            suppress the external disturbances. Therefore, a  a D −α f(t) =       (t−τ) α−1 f(τ)dτ  for  α > 0.
                                                                 t
            reaching control law will be implemented to solve             Γ(α)   a
            that problem. The reaching control law is intro-  3.2.1. Approach 1
            duced as: 66
                              u r = k r s(t),          (10)   As approach 1, the Caputo fractional order sliding
                                                              surface can be selected as follows: 63
                                                                                           α
                                                                          s(t) = ˙e(t) + β a D e(t),     (15)
            where k r is the reaching control gain that is a                               t
            positive constant.
                Therefore, the SMC is defined as:             where β is a positive constant.
                                                                  Taking the derivative from Eq.(15), the fol-
                          u(t) = u eq (t) + u r (t).   (11)
                                                              lowing equation is obtained:
                The proposed control method’s stability can                ˙ s(t) = ¨e(t) + β a D ˙e(t).  (16)
                                                                                           α
                                                                                           t
            be proved by using the Lyapunov theory:
                                  1  T                            Taking double derivative from Eq.(4) and sub-
                           V (t) = s (t)s(t).          (12)   stituting into Eq.(16) produces:
                                  2
                                                                                            α
                                                                                    ¨
                                                                                ¨
                The condition for stability satisfaction is as           ˙ s(t) = θ d − θ + β a D ˙e(t).  (17)
                                                                                            t
            follows:
                                  T
                          ˙
                          V (t) = s (t) ˙s(t) < 0.     (13)
                                                                  Substituting Eq.(2) into Eq.(17) generates:
                If the necessary equations above are substi-
            tuted in Eq.(13) and simplified:                           ¨     ˙                    α
                                                                ˙ s(t) = θ d + Aθ + BG(θ) − u + β a D ˙e(t). (18)
                                                                                                 t
                         ˙
                                 T
                         V (t) = s (t) (−k r s(t)) .   (14)
                                                                  By equaling ˙s(t) to zero, the equivalent con-
                                                              trol can be obtained as:
                Eq.(14) satisfies the condition in Eq.(13).
            Therefore, the proposed controller is stable.
                                                                                               α
                                                                               ˙
                                                                        ¨
                                                                  u eq = θ d + Aθ + BG(θ) + β a D ˙e(t).  (19)
                                                                                               t
            3.2. Caputo fractional order sliding mode                                                     66
                                                                  The reaching control law is introduced as:
                 control
            In this section, first, the definition of Caputo frac-              u r = k r s(t).          (20)
            tional order derivative and integral will be given,
                                                           284
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