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378  Chapter 9 Operation Optimization
                9.6
                Project Methodology for Operation Optimization

                The methodology for the implementation of an OO project is described. The overall
                step-wise methodology is presented in a flow diagram (Table 9.2), which emphases
                the successive steps to be taken for an optimization project. The details of each step
                are described in the subsections, and the methodology is described for the imple-
                mentation of a CLO of a continuous process. Before a project is even started, a feasi-
                bility study must be prepared to define the scope, costs, savings, and the economics
                of a potential project. The project is concluded with an appropriate evaluation and
                an adequate maintenance structure. This section will be concluded with a short note
                about the implementation of off-line optimizations as well as dynamic optimiza-
                tions.


                Table 9.2. Project methodology, flow diagram for OO projects.

                                          (0)Feasibility study
                                          (1)Scope definition
                   (2)Develop and install performance measurement and start tracking process performance
                                (3)Develop control structure and CVs, MVs, DOFs
                (4)Build executive and implement data analysis for steady-state detection and performance meter
                                           Parallel activities
                Develop control develop model
                (5C)Inventory of control improvements  (5M)Develop and validate reactor model
                (6C)Design and install additional  (6M)Develop process model with reactor
                    Instrumentation                  model including optimizer
                (7C)Design and implement improved basic  (7M)Test process model for robustness on
                    control and test plant stability and  process conditions and prices
                    disturbance rejection
                (8C)Design and implement model-based
                    constraint control test plant stability
                    and disturbance rejection
                                  (9)Implement data analysis on selected data
                                     (10)Implement data reconciliation

                        (11)Implement simultaneous data reconciliation and parameter estimation
                                          (12)Validate model
                                   (13)Implement closed loop optimization
                              (14)Evaluate project and build up maintenance structure
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