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Optimization of Process Flowsheets through Metaheuristic Techniques

Optimization of Process Flowsheets through Metaheuristic Techniques

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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.

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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.

Produktdetaljer
Sprog: Engelsk
Sider: 110
ISBN-13: 9783030062842
Indbinding: Paperback
Udgave:
ISBN-10: 3030062848
Udg. Dato: 12 jan 2019
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 12 jan 2019
Forfatter(e) Jose Maria Ponce-Ortega, Luis German Hernandez-Perez


Kategori Industriel kemi og kemiteknik


ISBN-13 9783030062842


Sprog Engelsk


Indbinding Paperback


Sider 110


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 12 jan 2019


Oplagsdato 12 jan 2019


Forlag Springer Nature Switzerland AG

Kategori sammenhænge