Optimization of Process Flowsheets through Metaheuristic Techniques
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Beschreibung
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.
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.
Provides a general methodology for optimizing process flowsheets through external links with metaheuristic algorithms Explains, step by step and with screenshots, how to link process simulators with optimization using metaheuristic techniques Provides tutorial videos and several examples for practice Illustrates the use of most popular process simulator software to implement the methodology
Autor*in
José María Ponce-Ortega
Themen in »Optimization of Process Flowsheets through Metaheuristic Techniques«
Optimization of Process Flowsheets Link process simulators stochastic optimization Link Aspen Plus and MS Excel Link SuperPro Designer and MS Excel Link MS Excel and Matlab Genetic Algorithm in Matlab Flowsheet optimization Process optimization Optimization with simulation Process engineering textbook metaheuristic optimization techniques