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270  Mathematical Techniques of Fractional Order Systems


                  1.5
                                                              Reference
                                                              IOSMCPD
                    1
                                                              FOFSMCPD
                 Y–position (radian)  0  0.34
                         0.36
                  0.5
                         0.32
                  –0.5
                   –1          1.015   1.02

                  –1.5
                    0.5    0.6    0.7     0.8    0.9    1      1.1    1.2
                                        X–position (radian)
            FIGURE 9.15 X Y curve for trajectory tracking (A) link-1; (B) link-2.

            handling capabilities have been carried out and presented in this section.
            Following are the category wise investigations carried out on IOSMCPD and
            FOFSMCPD controllers to evaluate the complete performance analysis.


            9.7.1  Disturbance Rejection When Disturbance Is Injected at
            Controller Output

            Another task of a robust control scheme is to nullify the effect of unwanted
            disturbances so as to allow the reference trajectory to be followed smoothly.
            In the present study, a disturbance signal is injected at the controller output
            in both the feedback loops at the same time before the saturator. The distur-
            bance signal is given as,
                                       ½
                                 dtðÞ 5 Au t 2 1Þ 2 uðt 2 3ފ         ð9:69Þ
                                         ð
            where, A is the amplitude of disturbances considerd for testing.
               According to Eq. (9.69), a pulse signal of amplitude, A 5 0:1 N-m is con-
            sidered as the disturbance signal in the present study. A complete analysis is
            carried out where the obtained IAE values and objective function are
            depicted in Table 9.6 and same is presented graphically in Fig. 9.16. For this
            case, a trajectory tracking task, corresponding controller output and error
            curves are shown in Figs. 9.17 9.19.An X Y position curve of the end-
            point is also shown in Fig. 9.20 where it can be easily observed that the
            FOFSMCPD controller displays a smoother curve than the IOSMCPD con-
            troller. After investigating the obtained values of IAE and objective function,
            it can be inferred that the FOFSMCPD controller outperforms the IOSMCPD
            controller. In this study, improvements of 7.69% and 23.80% are obtained in
            IAE values by the FOFSMCPD over the IOSMCPD controller in link-1 and
            link-2, respectively. About 18.91% improvement in objective functions are
            obtained by the FOFSMCPD controller over the IOSMCPD controller.
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