Multi Objective Optimization In Chemical Engineering

Download Multi Objective Optimization In Chemical Engineering full books in PDF, epub, and Kindle. Read online Multi Objective Optimization In Chemical Engineering ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Multi-Objective Optimization in Chemical Engineering

Author : Gade Pandu Rangaiah
Publisher : John Wiley & Sons
ISBN 13 : 1118341686
Total Pages : 487 pages
Book Rating : 4.1/5 (183 download)

DOWNLOAD NOW!

Book Synopsis Multi-Objective Optimization in Chemical Engineering by : Gade Pandu Rangaiah

Download or read book Multi-Objective Optimization in Chemical Engineering written by Gade Pandu Rangaiah and published by John Wiley & Sons. This book was released on 2013-03-20 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multi-Objective Optimization

Author : Gade Pandu Rangaiah
Publisher : World Scientific
ISBN 13 : 9812836527
Total Pages : 454 pages
Book Rating : 4.8/5 (128 download)

DOWNLOAD NOW!

Book Synopsis Multi-Objective Optimization by : Gade Pandu Rangaiah

Download or read book Multi-Objective Optimization written by Gade Pandu Rangaiah and published by World Scientific. This book was released on 2009 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Optimization in Chemical Engineering

Author : Suman Dutta
Publisher : Cambridge University Press
ISBN 13 : 1316691799
Total Pages : 384 pages
Book Rating : 4.3/5 (166 download)

DOWNLOAD NOW!

Book Synopsis Optimization in Chemical Engineering by : Suman Dutta

Download or read book Optimization in Chemical Engineering written by Suman Dutta and published by Cambridge University Press. This book was released on 2016-03-11 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multi-Objective Optimization

Author :
Publisher :
ISBN 13 : 9814469386
Total Pages : pages
Book Rating : 4.8/5 (144 download)

DOWNLOAD NOW!

Book Synopsis Multi-Objective Optimization by :

Download or read book Multi-Objective Optimization written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multi-Objective Optimization Problems

Author : Fran Sérgio Lobato
Publisher : Springer
ISBN 13 : 3319585657
Total Pages : 160 pages
Book Rating : 4.3/5 (195 download)

DOWNLOAD NOW!

Book Synopsis Multi-Objective Optimization Problems by : Fran Sérgio Lobato

Download or read book Multi-Objective Optimization Problems written by Fran Sérgio Lobato and published by Springer. This book was released on 2017-07-03 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is aimed at undergraduate and graduate students in applied mathematics or computer science, as a tool for solving real-world design problems. The present work covers fundamentals in multi-objective optimization and applications in mathematical and engineering system design using a new optimization strategy, namely the Self-Adaptive Multi-objective Optimization Differential Evolution (SA-MODE) algorithm. This strategy is proposed in order to reduce the number of evaluations of the objective function through dynamic update of canonical Differential Evolution parameters (population size, crossover probability and perturbation rate). The methodology is applied to solve mathematical functions considering test cases from the literature and various engineering systems design, such as cantilevered beam design, biochemical reactor, crystallization process, machine tool spindle design, rotary dryer design, among others.

Multi-objective Optimization: Techniques And Applications In Chemical Engineering (Second Edition)

Author : Rangaiah Gade Pandu
Publisher : World Scientific
ISBN 13 : 9813148241
Total Pages : 588 pages
Book Rating : 4.8/5 (131 download)

DOWNLOAD NOW!

Book Synopsis Multi-objective Optimization: Techniques And Applications In Chemical Engineering (Second Edition) by : Rangaiah Gade Pandu

Download or read book Multi-objective Optimization: Techniques And Applications In Chemical Engineering (Second Edition) written by Rangaiah Gade Pandu and published by World Scientific. This book was released on 2016-12-22 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization is now essential in the design, planning and operation of chemical and related processes. Although process optimization for multiple objectives was studied in the 1970s and 1980s, it has attracted active research in the last 15 years, spurred by the new and effective techniques for multi-objective optimization (MOO). To capture this renewed interest, this monograph presents recent research in MOO techniques and applications in chemical engineering. Following a brief introduction and review of MOO applications in chemical engineering since 2000, the book presents selected MOO techniques and many chemical engineering applications in detail. In this second edition, several chapters from the first edition have been updated, one chapter is completely revised and three new chapters have been added. One of the new chapters describes three MS Excel programs useful for MOO of application problems. All the chapters will be of interest to researchers in MOO and/or chemical engineering. Several exercises are included at the end of many chapters, for use by both practicing engineers and students.

Theory of Multiobjective Optimization

Author : Yoshikazu Sawaragi
Publisher : Elsevier
ISBN 13 : 9780080958668
Total Pages : 322 pages
Book Rating : 4.9/5 (586 download)

DOWNLOAD NOW!

Book Synopsis Theory of Multiobjective Optimization by : Yoshikazu Sawaragi

Download or read book Theory of Multiobjective Optimization written by Yoshikazu Sawaragi and published by Elsevier. This book was released on 1985-09-19 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation; methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; and methods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory. As a result, the book represents a blend of new methods in general computational analysis, and specific, but also generic, techniques for study of systems theory ant its particular branches, such as optimal filtering and information compression. - Best operator approximation, - Non-Lagrange interpolation, - Generic Karhunen-Loeve transform - Generalised low-rank matrix approximation - Optimal data compression - Optimal nonlinear filtering

Stochastic Global Optimization

Author : Gade Pandu Rangaiah
Publisher : World Scientific
ISBN 13 : 9814299219
Total Pages : 722 pages
Book Rating : 4.8/5 (142 download)

DOWNLOAD NOW!

Book Synopsis Stochastic Global Optimization by : Gade Pandu Rangaiah

Download or read book Stochastic Global Optimization written by Gade Pandu Rangaiah and published by World Scientific. This book was released on 2010 with total page 722 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Optimization of Process Flowsheets Through Metaheuristic Techniques

Author : Jose Maria Ponce-Ortega
Publisher : Springer
ISBN 13 : 9783030062842
Total Pages : 130 pages
Book Rating : 4.0/5 (628 download)

DOWNLOAD NOW!

Book Synopsis Optimization of Process Flowsheets Through Metaheuristic Techniques by : Jose Maria Ponce-Ortega

Download or read book Optimization of Process Flowsheets Through Metaheuristic Techniques written by Jose Maria Ponce-Ortega and published by Springer. This book was released on 2019-08-13 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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(R), HYSIS(R), Super Pro Designer(R) linked to a variety of metaheuristic techniques implemented in Matlab(R), Excel(R), 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(R) routines are included as electronic supporting material.

Genetic and Evolutionary Computation--GECCO 2003

Author : Erick Cantú-Paz
Publisher : Springer Science & Business Media
ISBN 13 : 3540406026
Total Pages : 1294 pages
Book Rating : 4.5/5 (44 download)

DOWNLOAD NOW!

Book Synopsis Genetic and Evolutionary Computation--GECCO 2003 by : Erick Cantú-Paz

Download or read book Genetic and Evolutionary Computation--GECCO 2003 written by Erick Cantú-Paz and published by Springer Science & Business Media. This book was released on 2003-07-08 with total page 1294 pages. Available in PDF, EPUB and Kindle. Book excerpt: The set LNCS 2723 and LNCS 2724 constitutes the refereed proceedings of the Genetic and Evolutionaty Computation Conference, GECCO 2003, held in Chicago, IL, USA in July 2003. The 193 revised full papers and 93 poster papers presented were carefully reviewed and selected from a total of 417 submissions. The papers are organized in topical sections on a-life adaptive behavior, agents, and ant colony optimization; artificial immune systems; coevolution; DNA, molecular, and quantum computing; evolvable hardware; evolutionary robotics; evolution strategies and evolutionary programming; evolutionary sheduling routing; genetic algorithms; genetic programming; learning classifier systems; real-world applications; and search based softare engineering.

Applications of Multi-objective Evolutionary Algorithms

Author : Carlos A. Coello Coello
Publisher : World Scientific
ISBN 13 : 9812561064
Total Pages : 792 pages
Book Rating : 4.8/5 (125 download)

DOWNLOAD NOW!

Book Synopsis Applications of Multi-objective Evolutionary Algorithms by : Carlos A. Coello Coello

Download or read book Applications of Multi-objective Evolutionary Algorithms written by Carlos A. Coello Coello and published by World Scientific. This book was released on 2004 with total page 792 pages. Available in PDF, EPUB and Kindle. Book excerpt: - Detailed MOEA applications discussed by international experts - State-of-the-art practical insights in tackling statistical optimization with MOEAs - A unique monograph covering a wide spectrum of real-world applications - Step-by-step discussion of MOEA applications in a variety of domains

Hydrogen Supply Chain

Author : Catherine Azzaro-Pantel
Publisher : Academic Press
ISBN 13 : 0128111984
Total Pages : 588 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!

Book Synopsis Hydrogen Supply Chain by : Catherine Azzaro-Pantel

Download or read book Hydrogen Supply Chain written by Catherine Azzaro-Pantel and published by Academic Press. This book was released on 2018-08-18 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design, Deployment and Operation of a Hydrogen Supply Chain introduces current energy system and the challenges that may hinder the large-scale adoption of hydrogen as an energy carrier. It covers the different aspects of a methodological framework for designing a HSC, including production, storage, transportation and infrastructure. Each technology’s advantages and drawbacks are evaluated, including their technology readiness level (TRL). The multiple applications of hydrogen for energy are presented, including use in fuel cells, combustion engines, as an alternative to natural gas and power to gas. Through analysis and forecasting, the authors explore deployment scenarios, considering the dynamic aspect of HSCs. In addition, the book proposes methods and tools that can be selected for a multi-criteria optimal design, including performance drivers and economic, environmental and societal metrics. Due to its systems-based approach, this book is ideal for engineering professionals, researchers and graduate students in the field of energy systems, energy supply and management, process systems and even policymakers. Explores the key drivers of hydrogen supply chain design and performance evaluation, including production and storage facilities, transportation, information, sourcing, pricing and sustainability Presents multi-criteria tools for the optimization of hydrogen supply chains and their integration in the overall energy system Examines the available technology, their strengths and weaknesses, and their technology readiness levels (TRL), to draw future perspectives of hydrogen markets and propose deployment scenarios Includes international case studies of hydrogen supply chains at various scales

Differential Evolution In Chemical Engineering: Developments And Applications

Author : Gade Pandu Rangaiah
Publisher : World Scientific
ISBN 13 : 9813207531
Total Pages : 452 pages
Book Rating : 4.8/5 (132 download)

DOWNLOAD NOW!

Book Synopsis Differential Evolution In Chemical Engineering: Developments And Applications by : Gade Pandu Rangaiah

Download or read book Differential Evolution In Chemical Engineering: Developments And Applications written by Gade Pandu Rangaiah and published by World Scientific. This book was released on 2017-05-29 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization plays a key role in the design, planning and operation of chemical and related processes for several decades. Techniques for solving optimization problems are of deterministic or stochastic type. Of these, stochastic techniques can solve any type of optimization problems and can be adapted for multiple objectives. Differential evolution (DE), proposed about two decades ago, is one of the stochastic techniques. Its algorithm is simple to understand and use. DE has found many applications in chemical engineering.This unique compendium focuses on DE, its recent developments and applications in chemical engineering. It will cover both single and multi-objective optimization. The book contains a number of chapters from experienced editors, and also several chapters from active researchers in this area.

Multi-Objective Optimization using Artificial Intelligence Techniques

Author : Seyedali Mirjalili
Publisher : Springer
ISBN 13 : 3030248356
Total Pages : 58 pages
Book Rating : 4.0/5 (32 download)

DOWNLOAD NOW!

Book Synopsis Multi-Objective Optimization using Artificial Intelligence Techniques by : Seyedali Mirjalili

Download or read book Multi-Objective Optimization using Artificial Intelligence Techniques written by Seyedali Mirjalili and published by Springer. This book was released on 2019-07-24 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the most well-regarded and recent nature-inspired algorithms capable of solving optimization problems with multiple objectives. Firstly, it provides preliminaries and essential definitions in multi-objective problems and different paradigms to solve them. It then presents an in-depth explanations of the theory, literature review, and applications of several widely-used algorithms, such as Multi-objective Particle Swarm Optimizer, Multi-Objective Genetic Algorithm and Multi-objective GreyWolf Optimizer Due to the simplicity of the techniques and flexibility, readers from any field of study can employ them for solving multi-objective optimization problem. The book provides the source codes for all the proposed algorithms on a dedicated webpage.

Process Intensification and Integration for Sustainable Design

Author : Dominic C. Y. Foo
Publisher : John Wiley & Sons
ISBN 13 : 3527818723
Total Pages : 344 pages
Book Rating : 4.5/5 (278 download)

DOWNLOAD NOW!

Book Synopsis Process Intensification and Integration for Sustainable Design by : Dominic C. Y. Foo

Download or read book Process Intensification and Integration for Sustainable Design written by Dominic C. Y. Foo and published by John Wiley & Sons. This book was released on 2020-12-01 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents comprehensive coverage of process intensification and integration for sustainable design, along with fundamental techniques and experiences from the industry Drawing from fundamental techniques and recent industrial experiences, this book discusses the many developments in process intensification and integration and focuses on increasing sustainability via several overarching topics such as Sustainable Manufacturing, Energy Saving Technologies, and Resource Conservation and Pollution Prevention Techniques. Process Intensification and Integration for Sustainable Design starts discussions on: shale gas as an option for the production of chemicals and challenges for process intensification; the design and techno-economic analysis of separation units to handle feedstock variability in shale gas treatment; RO-PRO desalination; and techno-economic and environmental assessment of ultrathin polysulfone membranes for oxygen-enriched combustion. Next, it looks at process intensification of membrane-based systems for water, energy, and environment applications; the design of internally heat-integrated distillation column (HIDiC); and graphical analysis and integration of heat exchanger networks with heat pumps. Decomposition and implementation of large-scale interplant heat integration is covered, as is the synthesis of combined heat and mass exchange networks (CHAMENs) with renewables. The book also covers optimization strategies for integrating and intensifying housing complexes; a sustainable biomass conversion process assessment; and more. Covers the many advances and changes in process intensification and integration Provides side-by-side discussions of fundamental techniques and recent industrial experiences to guide practitioners in their own processes Presents comprehensive coverage of topics relevant, among others, to the process industry, biorefineries, and plant energy management Offers insightful analysis and integration of reactor and heat exchanger network Looks at optimization of integrated water and multi-regenerator membrane systems involving multi-contaminants Process Intensification and Integration for Sustainable Design is an ideal book for process engineers, chemical engineers, engineering scientists, engineering consultants, and chemists.

Multi-objective Optimization

Author : Gade Pandu Rangaiah
Publisher :
ISBN 13 : 9789813148239
Total Pages : 567 pages
Book Rating : 4.1/5 (482 download)

DOWNLOAD NOW!

Book Synopsis Multi-objective Optimization by : Gade Pandu Rangaiah

Download or read book Multi-objective Optimization written by Gade Pandu Rangaiah and published by . This book was released on 2016 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Optimization is now essential in the design, planning and operation of chemical and related processes. Although process optimization for multiple objectives was studied in the 1970s and 1980s, it has attracted active research in the last 15 years, spurred by the new and effective techniques for multi-objective optimization (MOO). To capture this renewed interest, this monograph presents recent research in MOO techniques and applications in chemical engineering. Following a brief introduction and review of MOO applications in chemical engineering since 2000, the book presents selected MOO techniques and many chemical engineering applications in detail. In this second edition, several chapters from the first edition have been updated, one chapter is completely revised and three new chapters have been added. One of the new chapters describes three MS Excel programs useful for MOO of application problems. All the chapters will be of interest to researchers in MOO and/or chemical engineering. Several exercises are included at the end of many chapters, for use by both practicing engineers and students."--Publisher's website.

Multiobjective Optimization

Author : Yann Collette
Publisher : Springer Science & Business Media
ISBN 13 : 3662088835
Total Pages : 290 pages
Book Rating : 4.6/5 (62 download)

DOWNLOAD NOW!

Book Synopsis Multiobjective Optimization by : Yann Collette

Download or read book Multiobjective Optimization written by Yann Collette and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text offers many multiobjective optimization methods accompanied by analytical examples, and it treats problems not only in engineering but also operations research and management. It explains how to choose the best method to solve a problem and uses three primary application examples: optimization of the numerical simulation of an industrial process; sizing of a telecommunication network; and decision-aid tools for the sorting of bids.