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130  PLANT DESIGN AND ECONOMICS FOR CHEMICAL ENGINEERS









        FIGURE 4-7
        Illustration of circularity in recycle calculations.


        example has 150 mass- and energy-balance equations and more than 200 total
        equations to solve when physical properties are included. Many of the equations
        in a chemical process model are nonlinear, in particular those representing
        performance and physical properties. The entire act is therefore nonlinear
        (although linear subsets are possible) and the well developed techniques of
        linear algebra are not applicable. The algorithm (method) for the solution of
        large sets of nonlinear equations is a key feature of a flow-sheeting program.
        Three types of algorithms have been developed: the sequential approach, the
        equation-oriented approach, and the two-tiered approach.? Since a sequential
        approach is used in most flow-sheeting programs, it is the only one discussed
        here. The sequential approach is based on calculating the outputs of a process
        module from a knowledge of the inputs and the necessary equipment parame-
        ters and proceeding sequentially through the modules of a process. Sequential
        calculation is problem-free until a recycle stream is encountered.



        Recycle
        Chemical processes more often than not contain recycle, a feature that compli-
        cates their analysis. Recycle often occurs, as in the styrene process where
        unreacted ethylbenzene is recovered and recycled back to the reactor as a
        physical mass flow. Recycle also occurs in the form of heat exchange (again in
        the styrene process) and sometimes as information, e.g., a specification that two
        variable temperatures must equal each other. The sequential-modular solution
        strategy is based upon knowing all inputs to a module and using these to
        calculate all outputs. When an input stream to a module is the output of a
        downstream module (i.e., there is recycle), calculations cannot be performed for
        the upstream module because one of its inputs is not yet known. This is
        illustrated in Fig. 4.7; unit 1 cannot be calculated because input stream 4 is the
        output of unit 2; nor can unit 2 be calculated because input stream 2 is an
        output of unit 1. This same problem of circular reasoning was encountered in
        Example 1. This dilemma in the sequential modular solution scheme can be




        tL.  B. Evans, Computer-Aided Design (CAD): Advances in Process Flowsheeting Systems, “Recent
        Developments in Chemical Process and Plant Design,” Y. A. Liu, H. A. McGee, Jr., and W. R.
        Epperly, eds., pp. 261-288, Wiley, New York, 1987.
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