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Simulation, Control, and Optimization of Water Systems in Industrial Plants  471


                                                            Wastewater
                       Y 6     Source composite
                               Demand composite
                       Y 5
                      Pollutant load (kg/h)  Y 4 3  Pinch



                       Y


                       Y 2


                       Y 1  Fresh water



                                X 1    X 2    X 3    X 4    X 5    X 6
                                                   3
                                           Flowrate (m /h)
              Figure 12.2 Composite curves for water integration.


                 Synthesis: An appropriate network to get closer to the target can then be
              synthesized using a hierarchical, evolutionary approach, adopting algorithms
              such as those that minimize the number of exchange units, for example,
              by stream bypassing, mixing, splitting, or loop breaking; or simultaneous
              solution of a mathematical programming problem.
                 As described above, now we can understand how mathematical model-
              ing helps in a plant not only to study the effect of water reuse and recycling in
              a process but also as a guide to minimize the water usage cost. Figure 12.3
              points out some key benefits of mathematical modeling for water reuse/
              recycle in a plant.

              Hence through this modern technique of water integration we can:
              •  Model the entire water network under a single umbrella to understand the
                 current process.
              •  Effectively analyze current challenges and opportunities in the network
                 through the use of the model and visual information.
              •  Synthesize alternate strategies for optimization of this water network.
              We shall now discuss industrial applications of some of these modeling tech-
              niques. We will first discuss generic applications in some common process
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