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Particle swarm optimization applied Chapter | 10  251


                         Q










                                                       Operation   V
                                                        point

                                          Reactive
                                            load
                                           margin





                            Instable              Stable
                             region               region
                                       dQ/dV = 0
             FIGURE 10.2 QV curve.

             10.3 Active power losses

             The active power losses in branches i 2 j are given by the differences
             between the power sent by bus i and received at bus j. Since the power that
             arrives at bus j is given by the negative value of the power that leaves the
             bus j, the total system active power losses can be calculated by
                         n
                        X
                                                             2
                P system 5  V ik V jk G k cos δ ijðÞk 1 cos δ jiðÞk  2 G k V ik 1 V jk 2  ð10:6Þ
                        k51
                                                                   ðÞk are the
                                                            k
             where n is the total number of transmission lines, k, V  , and δ
             voltage levels and phase angles at the edges of the transmission line k, and
             G k is the conductance of the transmission line k.
             10.4 Identification of candidate buses for renewable
             generation allocation

             The allocation of new generating units, in especial variable renewable
             generation, is bounded by several technical, economical, and political issues.
             In this section, two methods to identify candidate buses for RES allocation
             considering only technical criteria are developed. The first method considers
             the critical buses under the voltage stability perspective, while the second
             addresses the buses sensitivity to losses.
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