Page 54 - Intro to Tensor Calculus
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               gives the dyad
                                                      1  1       1  2       1  3
                                             ab =a 1 b 1 E E + a 1 b 2 E E + a 1 b 3E E
                                                      2  1       2  2       2  3
                                                 a 2 b 1 E E + a 2 b 2 E E + a 2 b 3E E
                                                      3  1       3  2       3  3
                                                 a 3 b 1 E E + a 3 b 2 E E + a 3 b 3E E .
               In general, a dyad can be represented

                                                         i
                                                A = A ij E E j  i, j =1,... ,N

               where the summation convention is in effect for the repeated indices. The coefficients A ij are called the
               coefficients of the dyad. When the coefficients are written as an N × N array it is called a matrix. Every
               second order tensor can be written as a linear combination of dyads. The dyads form a basis for the second
                                                                                            3
                                                                          1
                                                                                   2
                                                                                          3
                                                                             1
                                                                                1
               order tensors. As the example above illustrates, the nine dyads {E E , E E ,... , E E }, associated with
               the outer products of three dimensional base vectors, constitute a basis for the second order tensor A = ab
               having the components A ij = a i b j with i, j =1, 2, 3. Similarly, a triad has the form
                                                       j
                                                    i
                                           T = T ijk E E E k  Sum on repeated indices
                                                                                       k
                                                                                  i
                                                                                     j
               where i, j, k have the range 1, 2,... ,N. The set of outer or direct products { E E E },with i, j, k =1,... ,N
               constitutes a basis for all third order tensors. Tensor components with mixed suffixes like C  i  are associated
                                                                                               jk
               with triad basis of the form
                                                                  j
                                                             i
                                                       C = C E i E E k
                                                             jk
               where i, j, k have the range 1, 2,...N. Dyads are associated with the outer product of two vectors, while triads,
               tetrads,... are associated with higher-order outer products. These higher-order outer or direct products are
               referred to as polyads.
                   The polyad notation is a generalization of the vector notation. The subject of how polyad components
               transform between coordinate systems is the subject of tensor calculus.

                                                   i
                   In Cartesian coordinates we have E = E i = b e i and a dyadic with components called dyads is written
               A = A ij b e i b e j or
                                              A =A 11 b e 1 b e 1 + A 12 b e 1 b e 2 + A 13 b e 1 b e 3
                                                  A 21 b e 2 b e 1 + A 22 b e 2 b e 2 + A 23 b e 2 b e 3

                                                  A 31 b e 3 b e 1 + A 32 b e 3 b e 2 + A 33 b e 3 b e 3
               where the terms b e i b e j are called unit dyads. Note that a dyadic has nine components as compared with a
               vector which has only three components. The conjugate dyadic A c is defined by a transposition of the unit
               vectors in A,to obtain
                                              A c =A 11 b e 1 b e 1 + A 12 b e 2 b e 1 + A 13 b e 3 b e 1

                                                  A 21 b e 1 b e 2 + A 22 b e 2 b e 2 + A 23 b e 3 b e 2
                                                  A 31 b e 1 b e 3 + A 32 b e 2 b e 3 + A 33 b e 3 b e 3
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