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1. Introduction   119




                                                   Start


                                                  Sense V, I


                                                P(i) =V(i)*I(i)


                                   Yes
                                                 P(i)-P(i-1) =0
                                                      No
                                          No                  Yes
                                                 P(i)-P(i-1) >0
                             Yes             No            No              Yes
                                  U(i)-U(i-1) >0               V(i)-V(i-1) >0


                           V(i)=V(i)-Δ     V(i) =V(i)+Δ  V(i) =V(i)-Δ  V(i) =V(i)+Δ





                                                   return

                  FIGURE 4.3
                  State flowchart of perturb-and-observe MPPT technique.

                  is given as in Eq. (4.1), and the resultant equation for the error e is as in Eq. (4.2)
                  [23,32,33]. Tracking the MPP requires the following procedure as shown in Fig. 4.4.
                                      dP   dðV   IÞ        dI
                                         ¼         ¼ I þ V   ¼ 0                 (4.1)
                                      dV     dV           dV
                      dI   I    IðiÞ  Iði   1Þ  IðiÞ
                  also,  þ   ¼              þ     ¼ 0
                      dV   V   VðiÞ  Vði   1Þ  VðiÞ

                                            IðiÞ  Iði   1Þ  IðiÞ
                                        e ¼              þ                       (4.2)
                                            VðiÞ  Vði   1Þ  VðiÞ
                     It can be implemented by a simple discrete integrator with the error signal e
                  considered as the input and a scaling factor. The function of the scaling factor is
                  to adapt the error signal e to a proper range before the integral compensator. Because
                  the error signal e becomes smaller as the operating point approaches the MPP, an
                  adaptive and smooth tracking can be achieved [32]. A modified dynamic change
                  in step size for IncCond is introduced to effectively improve the MPPT speed and
                  accuracy simultaneously [34]. This technique improves the performance of the
                  IncCond technique but it increases the complexity of the control system.
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