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242    CHAPTER 7 Strategies for Fault Detection and Diagnosis




                            There are simplified versions of this model. The simplest one includes only the
                         controlled current source giving the photo-generated current and the diode: the
                         three-parameter model [47]. These parameters are I PH , I o , and n. Moreover, because
                         the shunt resistance, R sh , included in the five-parameter model normally has a very
                         high value, it can be neglected and the power losses are then just modeled by R s . This
                         model is called the four-parameter model [48]. As mentioned above, the most
                         commonly used is the five-parameter model; however, the three- and four-
                         parameter models can achieve similar or better accuracies in some cases [49].
                            Commercial PV modules are composed by association of solar cells in series
                         forming a branch and in some cases also include several branches in parallel connec-
                         tion. Considering N s solar cells in series in each branch, and a number of N p branches
                         for a PV module, Eq. (7.12) can be conveniently scaled to obtain a similar equation
                         for the IeV characteristic of a PV module, taking into account the following equa-
                         tions [46,49,50]:
                                                      I m ¼ N p I                      (7.16)

                                                      V m ¼ N s V                      (7.17)
                                                           N s
                                                      R sm ¼  R s                      (7.18)
                                                           N p
                                                           N s
                                                     R shm ¼  R sh                     (7.19)
                                                           N p
                         where parameters with subscript m stands for the PV module.
                            The same procedure can be applied to scale up the model of the PV module to the
                         model of a PVarray by taking into account the number of PV modules connected in
                         series by string, N sm , and the number of parallel strings in the PVarray, N pm [46]. The
                         coordinates of the MPP of a PVarray, I mg and V mg , of arbitrary series-parallel, N sm x
                         N pm , connection of PV modules can be calculated for any condition of G and T c us-
                         ing the following equations that include parameters of the PV modules forming the
                         PV array [46]:

                                                   I mm     dI scm
                                         I mg ¼ N pm   G þ        ðT c   T ref Þ       (7.20)
                                                   1000      dT
                                                                     !!         !
                                                    I scm   I mm  Vocm
                                                               N
                              V mg ¼ N sm N s V T ln 1 þ      e s V T   1    I mm R sm  (7.21)
                                                      I scm
                         where I scm and V ocm are the short-circuit current and open-circuit voltage of the PV
                         modules included in the array, respectively.
                            On the other hand, the ambient air temperature, T air , can be used to find the oper-
                         ating PV module temperature, T c , at any irradiance conditions using the following
                         equation [51]:
                                                          NOCT   20
                                                T c ¼ T air þ       G                  (7.22)
                                                             800
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