Differential Evolution In Chemical Engineering Developments And Applications

Author : Gade Pandu Rangaiah,Shivom Sharma
Publisher : World Scientific
Page : 452 pages
File Size : 49,5 Mb
Release : 2017-05-29
Category : Technology & Engineering
ISBN : 9789813207530

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Differential Evolution In Chemical Engineering: Developments And Applications by Gade Pandu Rangaiah,Shivom Sharma Pdf

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.

Author : Gade Pandu Rangaiah,Shivom Sharma
Publisher : Unknown
Page : 452 pages
File Size : 45,6 Mb
Release : 2017
Category : SCIENCE
ISBN : 9813207523

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Differential Evolution in Chemical Engineering by Gade Pandu Rangaiah,Shivom Sharma Pdf

"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."--Publisher's website.

Author : Gade Pandu Rangaiah,Adrian Bonilla-Petriciolet
Publisher : John Wiley & Sons
Page : 487 pages
File Size : 48,6 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 : Gade Pandu Rangaiah
Publisher : World Scientific
Page : 722 pages
File Size : 42,8 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 : Rangaiah Gade Pandu
Publisher : World Scientific
Page : 588 pages
File Size : 41,8 Mb
Release : 2016-12-22
Category : Technology & Engineering
ISBN : 9789813148246

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

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.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 44,9 Mb
Release : 2024-07-02
Category : Electronic
ISBN : 9789814465434

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Stochastic Global Optimization by Anonim Pdf

Author : Juan Gabriel Segovia-Hernández,Adrián Bonilla-Petriciolet
Publisher : Springer
Page : 336 pages
File Size : 41,9 Mb
Release : 2016-04-02
Category : Science
ISBN : 9783319283920

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Process Intensification in Chemical Engineering by Juan Gabriel Segovia-Hernández,Adrián Bonilla-Petriciolet Pdf

This book will provide researchers and graduate students with an overview of the recent developments and applications of process intensification in chemical engineering. It will also allow the readers to apply the available intensification techniques to their processes and specific problems. The content of this book can be readily adopted as part of special courses on process control, design, optimization and modelling aimed at senior undergraduate and graduate students. This book will be a useful resource for researchers in process system engineering as well as for practitioners interested in applying process intensification approaches to real-life problems in chemical engineering and related areas.

Author : Adrian Bonilla-Petriciolet,Gade Pandu Rangaiah
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 45,7 Mb
Release : 2020-07-23
Category : Technology & Engineering
ISBN : 9781119580317

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Process Systems Engineering for Biofuels Development by Adrian Bonilla-Petriciolet,Gade Pandu Rangaiah Pdf

A comprehensive overview of current developments and applications in biofuels production Process Systems Engineering for Biofuels Development brings together the latest and most cutting-edge research on the production of biofuels. As the first book specifically devoted to process systems engineering for the production of biofuels, Process Systems Engineering for Biofuels Development covers theoretical, computational and experimental issues in biofuels process engineering. Written for researchers and postgraduate students working on biomass conversion and sustainable process design, as well as industrial practitioners and engineers involved in process design, modeling and optimization, this book is an indispensable guide to the newest developments in areas including: Enzyme-catalyzed biodiesel production Process analysis of biodiesel production (including kinetic modeling, simulation and optimization) The use of ultrasonification in biodiesel production Thermochemical processes for biomass transformation to biofuels Production of alternative biofuels In addition to the comprehensive overview of the subject of biofuels found in the Introduction of the book, the authors of various chapters have provided extensive discussions of the production and separation of biofuels via novel applications and techniques.

Author : Gade Pandu Rangaiah
Publisher : World Scientific
Page : 454 pages
File Size : 53,8 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 : Erik Cuevas,Alma Rodriguez
Publisher : CRC Press
Page : 250 pages
File Size : 54,8 Mb
Release : 2020-09-14
Category : Computers
ISBN : 9781000096538

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Metaheuristic Computation with MATLAB® by Erik Cuevas,Alma Rodriguez Pdf

Metaheuristic algorithms are considered as generic optimization tools that can solve very complex problems characterized by having very large search spaces. Metaheuristic methods reduce the effective size of the search space through the use of effective search strategies. Book Features: Provides a unified view of the most popular metaheuristic methods currently in use Includes the necessary concepts to enable readers to implement and modify already known metaheuristic methods to solve problems Covers design aspects and implementation in MATLAB® Contains numerous examples of problems and solutions that demonstrate the power of these methods of optimization The material has been written from a teaching perspective and, for this reason, this book is primarily intended for undergraduate and postgraduate students of artificial intelligence, metaheuristic methods, and/or evolutionary computation. The objective is to bridge the gap between metaheuristic techniques and complex optimization problems that profit from the convenient properties of metaheuristic approaches. Therefore, engineer practitioners who are not familiar with metaheuristic computation will appreciate that the techniques discussed are beyond simple theoretical tools, since they have been adapted to solve significant problems that commonly arise in such areas.

Author : Bhanu Prasad
Publisher : Springer
Page : 385 pages
File Size : 45,5 Mb
Release : 2008-02-13
Category : Technology & Engineering
ISBN : 9783540774655

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Soft Computing Applications in Industry by Bhanu Prasad Pdf

Softcomputing techniques play a vital role in the industry. This book presents several important papers presented by some of the well-known scientists from all over the globe. The main techniques of soft computing presented include ant-colony optimization, artificial immune systems, artificial neural networks, Bayesian models. The book includes various examples and application domains such as bioinformatics, detection of phishing attacks, and fault detection of motors.

Author : Gade Pandu Rangaiah
Publisher : John Wiley & Sons
Page : 432 pages
File Size : 51,7 Mb
Release : 2016-01-29
Category : Technology & Engineering
ISBN : 9781119016304

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Chemical Process Retrofitting and Revamping by Gade Pandu Rangaiah Pdf

The proposed book will be divided into three parts. The chapters in Part I provide an overview of certain aspect of process retrofitting. The focus of Part II is on computational techniques for solving process retrofit problems. Finally, Part III addresses retrofit applications from diverse process industries. Some chapters in the book are contributed by practitioners whereas others are from academia. Hence, the book includes both new developments from research and also practical considerations. Many chapters include examples with realistic data. All these feature make the book useful to industrial engineers, researchers and students.

Author : Ashish M. Gujarathi,B. V. Babu
Publisher : CRC Press
Page : 652 pages
File Size : 54,7 Mb
Release : 2016-12-01
Category : Computers
ISBN : 9781315342160

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Evolutionary Computation by Ashish M. Gujarathi,B. V. Babu Pdf

Edited by professionals with years of experience, this book provides an introduction to the theory of evolutionary algorithms and single- and multi-objective optimization, and then goes on to discuss to explore applications of evolutionary algorithms for many uses with real-world applications. Covering both the theory and applications of evolutionary computation, the book offers exhaustive coverage of several topics on nontraditional evolutionary techniques, details working principles of new and popular evolutionary algorithms, and discusses case studies on both scientific and real-world applications of optimization

Author : Andrea Lazzaretto,Andrea Toffolo
Publisher : MDPI
Page : 362 pages
File Size : 48,7 Mb
Release : 2020-01-31
Category : Technology & Engineering
ISBN : 9783039280360

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Optimum Choice of Energy System Configuration and Storages for a Proper Match between Energy Conversion and Demands by Andrea Lazzaretto,Andrea Toffolo Pdf

This Special Issue addresses the general problem of a proper match between the demands of energy users and the units for energy conversion and storage, by means of proper design and operation of the overall energy system configuration. The focus is either on systems including single plants or groups of plants, connected or not to one or more energy distribution networks. In both cases, the optimum design and operation involve decisions about thermodynamic processes, about the type, number, design parameters of components/plants, and storage capacities, and about mutual interconnections and the interconnections with the distribution grids. The problem is absolutely general, encompassing design and operation of energy systems for single houses, groups of houses, industries, industrial districts, municipal areas, regions and countries. The presented papers show that similar approaches can be used in different applications, although a general standard has not been achieved yet.

Author : Jude Hemanth,Valentina Emilia Balas
Publisher : Springer
Page : 297 pages
File Size : 45,9 Mb
Release : 2018-09-19
Category : Technology & Engineering
ISBN : 9783319960029

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Nature Inspired Optimization Techniques for Image Processing Applications by Jude Hemanth,Valentina Emilia Balas Pdf

This book provides a platform for exploring nature-inspired optimization techniques in the context of imaging applications. Optimization has become part and parcel of all computational vision applications, and since the amount of data used in these applications is vast, the need for optimization techniques has increased exponentially. These accuracy and complexity are a major area of concern when it comes to practical applications. However, these optimization techniques have not yet been fully explored in the context of imaging applications. By presenting interdisciplinary concepts, ranging from optimization to image processing, the book appeals to a broad readership, while also encouraging budding engineers to pursue and employ innovative nature-inspired techniques for image processing applications.