Multi-objective Optimization: Techniques And Applications In Chemical Engineering (Second Edition)
Title | Multi-objective Optimization: Techniques And Applications In Chemical Engineering (Second Edition) PDF eBook |
Author | Gade Pandu Rangaiah |
Publisher | World Scientific |
Total Pages | 588 |
Release | 2016-12-22 |
Genre | Technology & Engineering |
ISBN | 9813148241 |
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.
Multi-Objective Optimization
Title | Multi-Objective Optimization PDF eBook |
Author | Gade Pandu Rangaiah |
Publisher | World Scientific |
Total Pages | 454 |
Release | 2009 |
Genre | Technology & Engineering |
ISBN | 9812836527 |
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.
Multi-objective Optimization
Title | Multi-objective Optimization PDF eBook |
Author | Gade Pandu Rangaiah |
Publisher | |
Total Pages | 567 |
Release | 2016 |
Genre | Chemical engineering |
ISBN | 9789813148239 |
"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.
Multi-Objective Optimization in Chemical Engineering
Title | Multi-Objective Optimization in Chemical Engineering PDF eBook |
Author | Gade Pandu Rangaiah |
Publisher | John Wiley & Sons |
Total Pages | 487 |
Release | 2013-03-20 |
Genre | Science |
ISBN | 1118341686 |
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
Title | Multi-objective Optimization PDF eBook |
Author | Gade Pandu Rangaiah |
Publisher | World Scientific |
Total Pages | 454 |
Release | 2009 |
Genre | Technology & Engineering |
ISBN | 9812836519 |
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. Several exercises are included at the end of many chapters.
New Multi-Objective Optimization Techniques and Their Application to Complex Chemical Engineering Problems
Title | New Multi-Objective Optimization Techniques and Their Application to Complex Chemical Engineering Problems PDF eBook |
Author | Allan Vandervoort |
Publisher | |
Total Pages | |
Release | 2013 |
Genre | |
ISBN | 9780494869024 |
Optimization in Chemical Engineering
Title | Optimization in Chemical Engineering PDF eBook |
Author | Suman Dutta |
Publisher | Cambridge University Press |
Total Pages | 384 |
Release | 2016-03-11 |
Genre | Technology & Engineering |
ISBN | 1316691799 |
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.