Page 329 - Numerical Methods for Chemical Engineering
P. 329

318     7 Probability theory and stochastic simulation



                     acid  +  ase           inae    cndensate
                      A   +    B
                            +   2                      2
                            +                         2
                   Figure 7.1 Condensation reactions among acid and base groups.




                   n    −         −      +   n   −   2  −   2  −
                           A



                      −  −           −   −   2  −   2  −  + 2n   2

                                                  n
                   Figure 7.2 Condensation polymerization to produce linear PET chains.

                             A   1 a     a    1 a    a
                                        2
                                                    2
                                                   aa
                                       a
                          B    B                              2
                   A  1 A  +  2           1 a    aa
                    α  = 2  B                   2      crssined
                     1
                           β  =           a             netwr
                            2
                                                           e
                   tinctina ners
                   Figure 7.3 Cross-linked network forms for multifunctional monomers when the conversion exceeds
                   the gel point.

                   the end groups, in both the linear and nonlinear (multifunctional) cases. By doing so, we
                   encounter many basic definitions in probability theory.


                   Chain length distribution in linear condensation polymers; joint and
                   conditional probabilities

                   First, we consider the linear case with α 1 = β 2 = 2. Initially, we have equal concentrations
                   of the two monomers, [M 1 ] = [M 2 ] . As each monomer has two end groups, the initial
                                                 0
                                         0
                   acid and base concentrations are also equal, [A] = [B] = 2[M 1 ] . As the acid and base
                                                               0
                                                                        0
                                                         0
                   groups react, they form longer and longer chains. How does the distribution of chain lengths
                   vary as a function of conversion?
                     We define the conversions of the acid and base groups respectively as
                                                  [A]            [B]
                                         p A = 1 −      p B = 1 −                      (7.1)
                                                  [A] 0         [B] 0
   324   325   326   327   328   329   330   331   332   333   334