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1 Chapter 2Table 2.1 Comparisons between smart and conventional chemical industries

2 Chapter 4Table 4.1 Representing the whole plant as a black box with consumption and co...Table 4.2 Summary of profit margin and cost intensity

3 Chapter 6Table 6.1 Table to calculate production cost, cost intensity, profit, and pro...Table 6.2 Table to relate production cost, cost intensity, with key parameter...Table 6.3 Plant reliability assessmentTable 6.4 Typical performance of control loops in industry

4 Chapter 7Table 7.1 Input and output variables for the ANN model

5 Chapter 8Table 8.1 Initial Population of x 1 and x 2 and Their FitnessTable 8.2 Mutation and CrossoverTable 8.3 New Generation PopulationsTable 8.4 Optimum Value of Input Variables Corresponding to the Maximum Value...

6 Chapter 9Table 9.1 Performance Parameter for Major Process Equipment

7 Chapter 10Table 10.1 Input Parameters of a PCA‐based EO Reactor ModelTable 10.2 Input and output parameters of an ANN‐based EO reactor modelTable 10.3 Prediction performance of an ANN modelTable 10.4 Comparison of PCA and ANN input data

8 Chapter 11Table 11.1 Conditions of the Most Constrained TrayTable 11.2 Tower and Plate Dimensions

9 Chapter 12Table 12.1 Simulation results (Lahiri et al., 2016)Table 12.2 Simulation results for different feed tray locations (Lahiri et al...Table 12.3 Optimization variables with their upper and lower limits (Lahiri, ...Table 12.4 Different constraints and their limits (Lahiri, 2014, Lahiri et al...Table 12.5 Optimal column geometry using improved PSACO methods (Lahiri et al...Table 12.6 Value of constraints corresponding to the optimum solution (Lahiri...

10 Chapter 13Table 13.1 Examples of primitives used in GP functions and terminal setsTable 13.2 Best model generated by the GP algorithm and corresponding RMS err...Table 13.3 Best model generated by the GP algorithm and the corresponding RMS...

11 Chapter 15Table 15.1 List of Process Coolers (Water Cooler and Fin Fan Air Cooler) alon...Table 15.2 Calculation of Money LossTable 15.3 Table to Estimate the Money Lost from an Entire Plant Due to the D...Table 15.4 Table to Estimate the Money Lost from an Entire Plant Due to Vent ...

12 Chapter 16Table 16.1 Typical benefits of APC implementation in refinery

Profit Maximization Techniques for Operating Chemical Plants

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