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Optimization of Process Flowsheets through Metaheuristic Techniques

✍ Scribed by José María Ponce-Ortega, Luis Germán Hernández-Pérez

Publisher
Springer International Publishing
Year
2019
Tongue
English
Leaves
120
Edition
1st ed.
Category
Library
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✦ Synopsis

This textbook presents a general multi-objective optimization framework for optimizing chemical processes by implementing a link between process simulators and metaheuristic techniques. The proposed approach is general and shows how to implement links between different process simulators such as Aspen Plus®, HYSIS®, Super Pro Designer® linked to a variety of metaheuristic techniques implemented in Matlab®, Excel®, C++, and others, eliminating the numerical complications through the optimization process. Furthermore, the proposed framework allows the use of thermodynamic, design and constitutive equations implemented in the process simulator to implement any process.

Aimed at graduate and undergraduate students, it presents introductory chapters for process simulators and metaheuristic optimization techniques and provides several worked exercises as well as proposed exercises. In addition, accompanying tutorial videos clearly explaining the implemented methodologies are available online. Also, some Matlab® routines are included as electronic supporting material.

✦ Table of Contents

Front Matter ....Pages i-xvii
Introduction (José María Ponce-Ortega, Luis Germán Hernández-Pérez)....Pages 1-4
Process Simulators (José María Ponce-Ortega, Luis Germán Hernández-Pérez)....Pages 5-25
Metaheuristic Optimization Programs (José María Ponce-Ortega, Luis Germán Hernández-Pérez)....Pages 27-51
Interlinking Between Process Simulators and Optimization Programs (José María Ponce-Ortega, Luis Germán Hernández-Pérez)....Pages 53-73
Performance Evaluation (José María Ponce-Ortega, Luis Germán Hernández-Pérez)....Pages 75-78
Optimization of Industrial Process 1 (José María Ponce-Ortega, Luis Germán Hernández-Pérez)....Pages 79-90
Optimization of Industrial Process 2 (José María Ponce-Ortega, Luis Germán Hernández-Pérez)....Pages 91-97
Back Matter ....Pages 99-110

✦ Subjects

Engineering; Computational Intelligence; Industrial Chemistry/Chemical Engineering; Simulation and Modeling

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