Optimization In Chemical Engineering

Author : Suman Dutta
Publisher : Cambridge University Press
Page : 384 pages
File Size : 41,8 Mb
Release : 2016-03-11
Category : Technology & Engineering
ISBN : 9781316691793

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Optimization in Chemical Engineering by Suman Dutta Pdf

Optimization is used to determine the most appropriate value of variables under given conditions. The primary focus of using optimisation techniques is to measure the maximum or minimum value of a function depending on the circumstances. This book discusses problem formulation and problem solving with the help of algorithms such as secant method, quasi-Newton method, linear programming and dynamic programming. It also explains important chemical processes such as fluid flow systems, heat exchangers, chemical reactors and distillation systems using solved examples. The book begins by explaining the fundamental concepts followed by an elucidation of various modern techniques including trust-region methods, Levenberg–Marquardt algorithms, stochastic optimization, simulated annealing and statistical optimization. It studies the multi-objective optimization technique and its applications in chemical engineering and also discusses the theory and applications of various optimization software tools including LINGO, MATLAB, MINITAB and GAMS.

Author : Suman Dutta
Publisher : Cambridge University Press
Page : 383 pages
File Size : 40,9 Mb
Release : 2016-03-11
Category : Mathematics
ISBN : 9781107091238

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Optimization in Chemical Engineering by Suman Dutta Pdf

In this book, optimization of chemical processes is performed using both classical and advanced algorithms.

Author : Gade Pandu Rangaiah
Publisher : World Scientific
Page : 454 pages
File Size : 48,8 Mb
Release : 2009
Category : Technology & Engineering
ISBN : 9789812836526

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Multi-Objective Optimization by Gade Pandu Rangaiah Pdf

Optimization has been playing a key role in the design, planning and operation of chemical and related processes for nearly half a century. Although process optimization for multiple objectives was studied by several researchers back in the 1970s and 1980s, it has attracted active research in the last 10 years, spurred by the new and effective techniques for multi-objective optimization. In order to capture this renewed interest, this monograph presents the recent and ongoing research in multi-optimization techniques and their applications in chemical engineering. Following a brief introduction and general review on the development of multi-objective optimization applications in chemical engineering since 2000, the book gives a description of selected multi-objective techniques and then goes on to discuss chemical engineering applications. These applications are from diverse areas within chemical engineering, and are presented in detail. All chapters will be of interest to researchers in multi-objective optimization and/or chemical engineering; they can be read individually and used in one''s learning and research. Several exercises are included at the end of many chapters, for use by both practicing engineers and students.

Author : Gade Pandu Rangaiah,Adrian Bonilla-Petriciolet
Publisher : John Wiley & Sons
Page : 487 pages
File Size : 53,5 Mb
Release : 2013-03-20
Category : Science
ISBN : 9781118341681

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Multi-Objective Optimization in Chemical Engineering by Gade Pandu Rangaiah,Adrian Bonilla-Petriciolet Pdf

For reasons both financial and environmental, there is a perpetual need to optimize the design and operating conditions of industrial process systems in order to improve their performance, energy efficiency, profitability, safety and reliability. However, with most chemical engineering application problems having many variables with complex inter-relationships, meeting these optimization objectives can be challenging. This is where Multi-Objective Optimization (MOO) is useful to find the optimal trade-offs among two or more conflicting objectives. This book provides an overview of the recent developments and applications of MOO for modeling, design and operation of chemical, petrochemical, pharmaceutical, energy and related processes. It then covers important theoretical and computational developments as well as specific applications such as metabolic reaction networks, chromatographic systems, CO2 emissions targeting for petroleum refining units, ecodesign of chemical processes, ethanol purification and cumene process design. Multi-Objective Optimization in Chemical Engineering: Developments and Applications is an invaluable resource for researchers and graduate students in chemical engineering as well as industrial practitioners and engineers involved in process design, modeling and optimization.

Author : Thomas F. Edgar,David Mautner Himmelblau
Publisher : Unknown
Page : 652 pages
File Size : 54,7 Mb
Release : 1989
Category : Chemical processes
ISBN : 0071004157

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Optimization of Chemical Processes by Thomas F. Edgar,David Mautner Himmelblau Pdf

Author : Ignacio E. Grossmann
Publisher : Cambridge University Press
Page : 205 pages
File Size : 47,7 Mb
Release : 2021-03-25
Category : Mathematics
ISBN : 9781108831659

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Advanced Optimization for Process Systems Engineering by Ignacio E. Grossmann Pdf

A unique text covering basic and advanced concepts of optimization theory and methods for process systems engineers. With examples illustrating key concepts and algorithms, and exercises involving theoretical derivations, numerical problems and modeling systems, it is ideal for single-semester, graduate courses in process systems engineering.

Author : Vassilios S. Vassiliadis,Walter Kähm,E. Antonio del Rio Chanona,Ye Yuan
Publisher : Cambridge University Press
Page : 353 pages
File Size : 50,7 Mb
Release : 2021-01-14
Category : Mathematics
ISBN : 9781107106833

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Optimization for Chemical and Biochemical Engineering by Vassilios S. Vassiliadis,Walter Kähm,E. Antonio del Rio Chanona,Ye Yuan Pdf

"Optimization for Chemical and Biochemical Engineering - Theory, Algorithms, Modeling and Applications"--

Author : Thomas F. Edgar,David Mautner Himmelblau,Leon S. Lasdon
Publisher : McGraw-Hill Science, Engineering & Mathematics
Page : 680 pages
File Size : 53,8 Mb
Release : 2001
Category : Computers
ISBN : UOM:39015050703274

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Optimization of Chemical Processes by Thomas F. Edgar,David Mautner Himmelblau,Leon S. Lasdon Pdf

* Written by a recognized authority in the area of optimization software, this text offers an array of information on the latest advances in optimization techniques, explaining both theory and practice * Specializes in non-linear programming, mixed-integer programming, and global optimization * Ample references explore theoretical concepts in more detail.

Author : Gade Pandu Rangaiah
Publisher : World Scientific
Page : 722 pages
File Size : 41,6 Mb
Release : 2010
Category : Computers
ISBN : 9789814299213

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Stochastic Global Optimization by Gade Pandu Rangaiah Pdf

Ch. 1. Introduction / Gade Pandu Rangaiah -- ch. 2. Formulation and illustration of Luus-Jaakola optimization procedure / Rein Luus -- ch. 3. Adaptive random search and simulated annealing optimizers : algorithms and application issues / Jacek M. Jezowski, Grzegorz Poplewski and Roman Bochenek -- ch. 4. Genetic algorithms in process engineering : developments and implementation issues / Abdunnaser Younes, Ali Elkamel and Shawki Areibi -- ch. 5. Tabu search for global optimization of problems having continuous variables / Sim Mong Kai, Gade Pandu Rangaiah and Mekapati Srinivas -- ch. 6. Differential evolution : method, developments and chemical engineering applications / Chen Shaoqiang, Gade Pandu Rangaiah and Mekapati Srinivas -- ch. 7. Ant colony optimization : details of algorithms suitable for process engineering / V.K. Jayaraman [und weitere] -- ch. 8. Particle swarm optimization for solving NLP and MINLP in chemical engineering / Bassem Jarboui [und weitere] -- ch. 9. An introduction to the harmony search algorithm / Gordon Ingram and Tonghua Zhang -- ch. 10. Meta-heuristics : evaluation and reporting techniques / Abdunnaser Younes, Ali Elkamel and Shawki Areibi -- ch. 11. A hybrid approach for constraint handling in MINLP optimization using stochastic algorithms / G.A. Durand [und weitere] -- ch. 12. Application of Luus-Jaakola optimization procedure to model reduction, parameter estimation and optimal control / Rein Luus -- ch. 13. Phase stability and equilibrium calculations in reactive systems using differential evolution and tabu search / Adrian Bonilla-Petriciolet [und weitere] -- ch. 14. Differential evolution with tabu list for global optimization : evaluation of two versions on benchmark and phase stability problems / Mekapati Srinivas and Gade Pandu Rangaiah -- ch. 15. Application of adaptive random search optimization for solving industrial water allocation problem / Grzegorz Poplewski and Jacek M. Jezowski -- ch. 16. Genetic algorithms formulation for retrofitting heat exchanger network / Roman Bochenek and Jacek M. Jezowski -- ch. 17. Ant colony optimization for classification and feature selection / V.K. Jayaraman [und weitere] -- ch. 18. Constraint programming and genetic algorithm / Prakash R. Kotecha, Mani Bhushan and Ravindra D. Gudi -- ch. 19. Schemes and implementations of parallel stochastic optimization algorithms application of tabu search to chemical engineering problems / B. Lin and D.C. Miller

Author : S. Akhnazarova,V. Kafarov
Publisher : Unknown
Page : 320 pages
File Size : 51,6 Mb
Release : 1982
Category : Chemical engineering
ISBN : UCAL:B5069610

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Experiment Optimization in Chemistry and Chemical Engineering by S. Akhnazarova,V. Kafarov Pdf

Author : Tamas Terlaky,Miguel F. Anjos,Shabbir Ahmed
Publisher : SIAM
Page : 730 pages
File Size : 46,9 Mb
Release : 2017-04-26
Category : Mathematics
ISBN : 9781611974676

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Advances and Trends in Optimization with Engineering Applications by Tamas Terlaky,Miguel F. Anjos,Shabbir Ahmed Pdf

Optimization is of critical importance in engineering. Engineers constantly strive for the best possible solutions, the most economical use of limited resources, and the greatest efficiency. As system complexity increases, these goals mandate the use of state-of-the-art optimization techniques. In recent years, the theory and methodology of optimization have seen revolutionary improvements. Moreover, the exponential growth in computational power, along with the availability of multicore computing with virtually unlimited memory and storage capacity, has fundamentally changed what engineers can do to optimize their designs. This is a two-way process: engineers benefit from developments in optimization methodology, and challenging new classes of optimization problems arise from novel engineering applications. Advances and Trends in Optimization with Engineering Applications reviews 10 major areas of optimization and related engineering applications, providing a broad summary of state-of-the-art optimization techniques most important to engineering practice. Each part provides a clear overview of a specific area and discusses a range of real-world problems. The book provides a solid foundation for engineers and mathematical optimizers alike who want to understand the importance of optimization methods to engineering and the capabilities of these methods.

Author : Ralph W. Pike
Publisher : Primedia Elaunch LLC
Page : 450 pages
File Size : 43,7 Mb
Release : 2019-04-30
Category : Electronic
ISBN : 1645700968

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Essentials of Optimization for Chemical Engineering by Ralph W. Pike Pdf

Multiple levels of optimization include optimal scheduling corporate headquarters to distribute raw materials among the company's plants to maximize profits in producing, transporting, and marketing products to consumers worldwide. Optimal scheduling of individual plants to set operating conditions to produce required products from allocated raw materials for a maximum net profit or minimum cost of operations. The best schedule is determined for steady-state daily or weekly average flow rates for the plant. Finally, there is on-line optimization of process operations to determine the set-points for the distributed control system of the individual process units in the plant which give the best operating conditions while producing the specified quality and quantity of products. On-line optimization maintains the plant control system operating the plant under optimal conditions.

Author : Iván Darío Gil Chaves,Javier Ricardo Guevara López,José Luis García Zapata,Alexander Leguizamón Robayo,Gerardo Rodríguez Niño
Publisher : Springer
Page : 523 pages
File Size : 54,8 Mb
Release : 2015-11-27
Category : Science
ISBN : 9783319148120

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Process Analysis and Simulation in Chemical Engineering by Iván Darío Gil Chaves,Javier Ricardo Guevara López,José Luis García Zapata,Alexander Leguizamón Robayo,Gerardo Rodríguez Niño Pdf

This book offers a comprehensive coverage of process simulation and flowsheeting, useful for undergraduate students of Chemical Engineering and Process Engineering as theoretical and practical support in Process Design, Process Simulation, Process Engineering, Plant Design, and Process Control courses. The main concepts related to process simulation and application tools are presented and discussed in the framework of typical problems found in engineering design. The topics presented in the chapters are organized in an inductive way, starting from the more simplistic simulations up to some complex problems.

Author : José María Ponce-Ortega,Luis Germán Hernández-Pérez
Publisher : Springer
Page : 121 pages
File Size : 44,5 Mb
Release : 2018-07-19
Category : Technology & Engineering
ISBN : 9783319917221

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Optimization of Process Flowsheets through Metaheuristic Techniques by José María Ponce-Ortega,Luis Germán Hernández-Pérez Pdf

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.

Author : Michael Bortz,Norbert Asprion
Publisher : Elsevier
Page : 428 pages
File Size : 50,5 Mb
Release : 2022-04-16
Category : Technology & Engineering
ISBN : 9780323850445

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Simulation and Optimization in Process Engineering by Michael Bortz,Norbert Asprion Pdf

Simulation and Optimization in Process Engineering: The Benefit of Mathematical Methods in Applications of the Process Industry brings together examples where the successful transfer of progress made in mathematical simulation and optimization has led to innovations in an industrial context that created substantial benefit. Containing introductory accounts on scientific progress in the most relevant topics of process engineering (substance properties, simulation, optimization, optimal control and real time optimization), the examples included illustrate how such scientific progress has been transferred to innovations that delivered a measurable impact, covering details of the methods used, and more. With each chapter bringing together expertise from academia and industry, this book is the first of its kind, providing demonstratable insights. Recent mathematical methods are transformed into industrially relevant innovations. Covers recent progress in mathematical simulation and optimization in a process engineering context with chapters written by experts from both academia and industry Provides insight into challenges in industry aiming for a digitized world.