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A. Kaveh, M. Vahedi, M. Gandomkar / IJOCTA, Vol.15, No.3, pp.379-395 (2025)
            instance, at a sampling time of h = 0.005, the    generated. Therefore, to stabilize this section, we
            fractional-order system reaches a stable equilib-  consider the variable q = 0.995.
            rium point. On the other hand, for a sampling         Considering that the controlled system is an
            time of h = 0.05, the conventional system be-     order-fractional system, the desired sliding sur-
            comes unstable from the sampling time, as illus-  face must also have an order-fractional form. We
            trated in Figure 6.                               define the sliding surface such that S → 0 cor-
                                                              responds to x 2 → 0; therefore, according to the
                                                              fractional-order system in Equation (18), we de-
                                                              fine the slip surface in the form of Equation (19)
                                                              29
                                                                :

                                                                                    q 2 −1
                                                                              S = D t   x 2 (t)          (19)
                                                                  According to Equation (18), if x 2 → 0, then
                                                              x 1 → 0 and x 3 → 0, which transforms the prob-
                                                              lem into a regulation problem.

                                                              3.2. Control input design
                                                              Next, the control input u is defined as follows: 4–6



                                                                               u = u eq + u N            (20)
                                                              as u eq is the equivalent control component, which
                                                              keeps the states on the sliding surface. u N is the
                                                              switching component that directs the states to the
                                                              sliding surface. u N is primarily responsible for
                                                              stabilizing the system and is designed using the
                                                              Lyapunov stability criterion.

                                                                      ∂S
                                                                            ˙
                                                               ˙
                                                               S(x) =     · X(t)
                                                                      ∂X
                                                                      ∂S
                                                                    =     [f(t, x) + B(t, x)(u eq + u N )]
                                                                      ∂X
                                                                      ∂S
                                                                    =     [f(t, x) + B(t, x)(u eq + u N )]
            Figure 6. The chaotic state trajectories of the           ∂X
            fractional order brushless direct current system          ∂S                        ∂S
            without a control signal with h = 0.005 and h = 0.05    =     [f(t, x) + B(t, x)u eq ] +  B(t, x)u N
                                                                      ∂X                       ∂X
                                                                      ∂S
                                                                    =    B(t, x)u N
            3.1. The fractional-order brushless direct                ∂X
                 current system with control input                                                       (21)
                                                              if we assume that  ∂S  B(t, x) = I , where I is the
                                                                                ∂X
            We know that the fractional-order equation is rep-  identity matrix, then we have S(x) = u N , which
                                                                                            ˙
            resented by the following relationship:
                                                              satisfies this condition sufficiently.
                                                                  The condition for the existence of sliding
                    
                                                                                  ˙
                         q 1
                     D x 1 = −x 1 + x 2 x 3                  mode ( condition S i S i < 0 ) is given by S ̸= 0.
                    0   t
                         q 2                           (18)   In the following, we will describe two important
                         t
                      0 D x 2 = −x 2 − x 1 x 3 + µx 3
                    
                         q 3
                      D x 3 = −σ(x 3 − x 2 )                 and commonly used cases in this article for the
                      0  t
                                                              discontinuous control section:
                According to the no-load conditions and the      (a) Relay with constant gain:
            characteristics of this section, using the trial and
            error method or drawing the bifurcation diagram,          (
                                                                        −α i Sign(S i (x)),  S i (x) ̸= 0, α i > 0
            it can be seen that the system is unstable for
                                                                u i N  =
            0 < q 1 = q 2 = q 3 = q < 0.6 and ∨ q > 1.1                 0,                S i (x) = 0
            conditions and when 0.6 < q < 0.98 converges                                                 (22)
            to one of the two equilibrium points of E 2 ∨ E 3 ,  where the sign function is meant. It is observed
            and for 0.99 < q <      1.1, chaotic behavior is  that choosing this option for the discontinuous
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