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170                                 Modern Control of DC-Based Power Systems


             Therefore, the equilibrium point of z 1 ; z 2 Þ 5 0 is globally stable.
                                                ð
          With (5.156) the tracking problem is also solved as for t-N; x 1 -y ref .It
          should be mentioned this is not restricted only to the quadratic CLF and
          may in certain conditions render better results as certain nonlinearities are
          not canceled out [62].

          5.5.3 Application to MVDC System   Backstepping With
          Virtual Disturbance
          The controller which is synthesized here is based on similar principles to
          the controller presented in Section 5.4.2. It uses also the virtual distur-
          bance current as a decoupling approach. This simplifies the Backstepping
          approach, as now only a linear system must be controlled but requires the
          design of a linear Kalman filter for the estimation of the disturbance.
          Fig. 5.41 depicts the overall control scheme. The design is composed of
          two independent blocks. The Kalman filter receives only the bus voltage
          measurement and estimates the inductor current and disturbance current
          which are fed to the controller.
             The design of the controller is carried out in two steps:
          1. The Backstepping procedure is applied including the estimated distur-
             bance current as if it was already known.
          2. The design of the Kalman filter is performed afterwards.
             The circuit which is presented in Fig. 5.42, leads to the following sys-
          tem description with the following two states, x 1 5 V and x 2 5 I L .:

                                     x 2    x 1    I d
                                _ x 1 5  2      2
                                     C f   R L C f  C f
                                                                     (5.157)
                                     dE    x 2 R f  x 1
                                 _ x 2 5  2     2
                                      L f   L f    L f




                    V bus     Augmented  Estimates:   Backstepping
                           kalman filter   ^  ^ ^
                                        V bus L  d
                                            ;I  ; I

                      Measurement      Plant:         Control signal
                                  generators and loads

          Figure 5.41 Structure of Backstepping controller with a Kalman filter for disturbance
          estimation.
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