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Nanoparticle Transport, Aggregation, and Deposition  263

        kinetic energy imparted to them by the fluid flow. As particle size
        decreases, the secondary minimum becomes shallower, while the energy
        barrier decreases in height. In this way a transition between deposition
        in the secondary and primary minima will exist according to particle
        size. For example, Petit et al. [1973] found that for selenium sols this
        transition from primary to secondary minima deposition occurred at a
        particle size of around 55 nm. In other words, particles larger than
        55 nm deposited in the secondary minimum while those smaller than
        55 nm deposited in the primary minimum. This value of course will
        vary as a function of solution chemistry and particle-surface chemistry.
          In most cases relatively good agreement exists between model
        predictions and experimental results when favorable deposition condi-
        tions exist, while there is more disagreement when unfavorable condi-
        tions are present. Deposition in the secondary minimum may resolve
        some of the discrepancy between theoretical and observed values of the
        attachment efficiency.
          When electrostatic repulsion is a primary source of particle stability,
        the value of  , may be manipulated through changes in solution chem-
        istry (ionic strength and pH). In Figure 7.19 the experimentally deter-
        mined   for fullerene nanoclusters passing through a packed column of
        silicate glass beads is plotted as a function of changing solution chemistry,
        in this case ionic composition and strength. As the ionic strength and
        valency increase, the value of   increases. The increase in   in this case
        indicates that repulsive interactions that previously prevented surface


           0.8
                    NaCl
                    CaCl 2
           0.6



         α  0.4



           0.2




           0.0
             0.1               1                10               100
                             Electrolyte concentration (mM)
        Figure 7.19 Experimentally determined attachment efficiency for nC 60 clusters as
        a function of salt concentration (d p   168 nm; pH   6).
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