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4.4 NANOCOMPOSITE STRUCTURE                                                  FUNDAMENTALS

                                          10 7
                                                               percolation threshold
                                                               (0.552) z =1.764
                                                                     ii
                                        Maximum active area (m 2 /m 3 )  10 5  closest packing
                                            6



                                               (0.26) z =6
                                                   ii
                                          10
                                               electronic conductor
                                                 size             : 0.1 μm
                                                volume fraction : 0.5
                                          10 4
                                            0.2     0.3     0.4      0.5     0.6     0.7
                                                           Void fraction  (−)

                  Figure 4.4.11
                  Effect of the void fraction on the maximum active contact area.


                     1.0                                 1.0        10 6
                                                                        Conductivity
                                                                         (Ni)          α=1    α=1/2
                    Percolation probability (−)  0.5     0.5 Conductivity (a.u.)  Effective conductivity (S/m)  10 0  Conductivity
                                                                         α=2
                                                                      3


                                                                                                    (YSZ)
                                                                    10


                     0.0                                 0.0
                      0.0         2.0       4.0        6.0          10 -3
                                                                      0.0    0.2    0.4    0.6    0.8    1.0
                               Coordination number (−)
                                                                          Volume fraction of electronic conductor (−)
                  Figure 4.4.12                                  Figure 4.4.13
                  Percolation probability and conductivity of a system as a  Estimation of the effective conductivity of Ni/YSZ
                  function of the coordination number.
                                                                 electrode.

                  that the two quantities are not proportional. The con-  where  
 is the conductivity of i-component,  n the
                                                                       i
                  ductivity curve seems to end at the threshold with zero  fraction number of particles of either the electronic or
                  slope although the percolation probability curve has  ionic conductor, and n the percolation threshold. The
                                                                                  c
                                                                                                      ff
                  infinite slope there, because most of the infinite net-    value is an adjustable parameter so that  
   
 i
                                                                                                      ie
                  work at the threshold belong to “dangling” or “dead  when n 1, taking into account the effect of the necks
                  ends”, not to the “backbone”. Thus most of the clusters  between the particles on the conductivity. Some
                  make no contribution to the conductivity of a system,  results for an electrode formed by a mixture of Ni
                                                                          6
                  and therefore the critical exponent for conductivity  (
  2	10 S/m) and YSZ (
  15 S/m) at 1273 K
                                                                                         io
                                                                  el
                  differs from that for the percolation probability. This  are shown in Fig. 4.4.13, in which the adjustable
                  means we have to estimate the conductivity under the  parameter    is 0.5. The two conductivities  
 Ni  and
                  various conditions on the coordination number.  
 YSZ  are almost equal for a composition near to the
                    The effective conductivity can be calculated by [3]  percolation threshold of the electronic conductor
                                                                 phase. However, the estimation of anode performance
                                      
 n (    n c ) 2           requires exact calculation of the conductivity because
                                
 eff        i  2       (4.4.4)  of sudden changes in the conductivity at the percola-
                                 i
                                       ( 1   n c )               tion threshold. It should also be noted that the
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