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CHAPTER 5






                                            Matrices and


                                             Higher-Order


                                        Process Models






                n Chap. 4 the first-order with dead-time (FOWDT) process model
                was presented. In this chapter higher-order models will be intro-
             I duced. The simplest third-order model is constructed from three
             cascaded first-order models which come from the water tank process.
             The  mathematical  bookkeeping  required  by  higher-order  models
             sometimes gets involved. To ameliorate this problem, matrices can
             often provide aid. Appendix G contains an elementary introduction
             to mabices in case the reader is a bit rusty in this area. Matrices form
             the backbone of the state-space approach which will make its debut
             in this chapter. All of the higher-order models covered in this chapter
             will be written as differential equations in the time domain, as trans-
             fer functions in the Laplace s-domain, as magnitudes and phases in
             the frequency domain, and as matrix differential equations back in
             the time domain.


        5-1  Third-Order Process without Backflow
             Figure 5-1 shows three independent tanks-independent in the sense
             that each downstream tank does not influence its upstream neighbor.
             Each tank in the series of three can be treated like the single tank we
             treated earlier except that the outlet flow rate of the upstream tank
             feeds into the next tank down the line. The single tank is described by
                               dL  L
                             pAdt+ R =F

             m                                                   ~
                              dL
                             -r-+L=RF      -r= pAR
                              dt
                                                                  m
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