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Microstructure Characterization   71


                 Where g d  denotes the absolute value of the difference of volume fractions of voids
              in the two adjacent small squares. For example, the following equation was used to
              calculate the gradient in X-direction for Square 1 in Figure 3.9:
                                                  γ − γ
                                            gradφ =  2  1                       (3-12b)
                                                    d
                 Where d = 21.2 mm, g 1  represents the void volume fraction of Square 1, and g 2  rep-
              resents the void volume fraction of Square 2. The gradient of Square 1 in Y-direction can
              be expressed as in the following equation:
                                                  γ −  γ
                                            gradφ =  6  1                       (3-12c)
                                                    d
                 Where g 6  represents the void volume fraction of Square 6. However, the gradient of
              squares in the centered area is calculated using a different method. For example, the
              gradient of square 7 in X-direction is represented by the following equation:
                                                  γ −  γ
                                            gradφ =  6  8                       (3-12d)
                                                    d
                 Where d = 42.2 mm. The gradient in Z-direction is calculated as the ratio between
              the absolute of the difference of volume fractions of slices between the upper and lower
              position and the spacing between these two slices.
                 There is one gradient in each of the three directions for one point. The gradients will
              be related to the anisotropic properties of the materials. For simplification of data pre-
              sentation, an effective gradient is defined by the following equation:


                                        gradφ =  φ + φ + φ  2                    (3-13)
                                                     2
                                                 2
                                                 x   y   z
                 Where f x , f y , and f z  represent the gradients of local void volume fraction in X, Y,
              and Z directions.
                 Wang et al. (2002) presented a study on the WesTrack specimens. Six specimens,
              two for each of the three mixes, were studied. Specifically, TM06 and TM07 were the
              fine mix cores; TM08 and TM09 were the fine plus mix cores; and TM10 and TM11 were
              coarse mix cores. Eighty sectional images were captured for each specimen except for
              TM08, which had only 62 images. Table 3.1 and Table 3.2, respectively, show some sta-
              tistical information of the local volume fractions and gradients.


                                                Statistical Information
                TM06–TM11       Standev         Mean        Maximum        Minimum
              TM06           0.02146       0.015836       0.20327       0
              M07            0.018812      0.018052       0.178246      0
              TM08           0.05623       0.053774       0.353412      0
              TM09           0.05288       0.051661       0.35322       0
              TM10           0.049723      0.072603       0.338013      0.006545
              TM11           0.060915      0.0770255      0.436568      0.004937
              TABLE 3.1  Statistical information of local volume fraction of TM06–TM11.
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