Optimization of Process Flowsheets through Metaheuristic Techniques

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 Asp...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Ponce-Ortega, José María (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Hernández-Pérez, Luis Germán (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 03548nam a2200493 4500
001 978-3-319-91722-1
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020 |a 9783319917221  |9 978-3-319-91722-1 
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040 |d GrThAP 
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100 1 |a Ponce-Ortega, José María.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Optimization of Process Flowsheets through Metaheuristic Techniques   |h [electronic resource] /  |c by José María Ponce-Ortega, Luis Germán Hernández-Pérez. 
250 |a 1st ed. 2019. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2019. 
300 |a XVII, 110 p. 100 illus., 53 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
505 0 |a Chapter 1- Introduction -- Chapter 2- Process simulators -- Chapter 3- Metaheuristic optimization programs -- Chapter 4- interlinking between process simulators and optimization programs -- Chapter 5- Performance evaluation -- Chapter 6- Optimization of industrial process 1 -- Chapter 7- Optimization of industrial process 2 -- Chapter 8- Bibliography -- Appendix. 
520 |a 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. 
650 0 |a Computational intelligence. 
650 0 |a Chemical engineering. 
650 0 |a Computer simulation. 
650 1 4 |a Computational Intelligence.  |0 http://scigraph.springernature.com/things/product-market-codes/T11014 
650 2 4 |a Industrial Chemistry/Chemical Engineering.  |0 http://scigraph.springernature.com/things/product-market-codes/C27000 
650 2 4 |a Simulation and Modeling.  |0 http://scigraph.springernature.com/things/product-market-codes/I19000 
700 1 |a Hernández-Pérez, Luis Germán.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319917214 
776 0 8 |i Printed edition:  |z 9783319917238 
776 0 8 |i Printed edition:  |z 9783030062842 
856 4 0 |u https://doi.org/10.1007/978-3-319-91722-1  |z Full Text via HEAL-Link 
912 |a ZDB-2-INR 
950 |a Intelligent Technologies and Robotics (Springer-42732)