Numerical Symbolic And Statistical Computing For Chemical E

Author : Ghosh, Pallab
Publisher : PHI Learning Pvt. Ltd.
Page : 416 pages
File Size : 47,6 Mb
Release : 2018-09-01
Category : Electronic
ISBN : 9789387472525

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NUMERICAL, SYMBOLIC AND STATISTICAL COMPUTING FOR CHEMICAL ENGINEERS USING MATLAB by Ghosh, Pallab Pdf

Numerical, analytical and statistical computations are routine affairs for chemical engineers. They usually prefer a single software to solve their computational problems, and at present, MATLAB has emerged as a powerful computational language, which is preferably used for this purpose, due to its built-in functions and toolboxes. Considering the needs and convenience of the students, the author has made an attempt to write this book, which explains the various concepts of MATLAB in a systematic way and makes its readers proficient in using MATLAB for computing. It mainly focuses on the applications of MATLAB, rather than its use in programming basic numerical algorithms. Commencing with the introduction to MATLAB, the text covers vector and matrix computations, solution of linear and non-linear equations, differentiation and integration, and solution of ordinary and partial differential equations. Next, analytical computations using the Symbolic Math Toolbox and statistical computations using the Statistics and Machine Learning Toolbox are explained. Finally, the book describes various curve fitting techniques using the Curve Fitting Toolbox. Inclusion of all these advanced-level topics in the book stands it out from the rest. KEY FEATURES  Numerous worked-out examples to enable the readers understand the steps involved in solving the chemical engineering problems  MATLAB codes to explain the computational techniques  Several snapshots to help the readers understand the step-by-step procedures of using the toolboxes  Chapter-end exercises, including short-answer questions and numerical problems  Appendix comprising the definitions of some important and special matrices  Supplemented with Solutions Manual containing complete detailed solutions to the unsolved analytical problems  Accessibility of selected colour figures (including screenshots and results/outputs of the programs) cited in the text at www.phindia.com/Pallab_Ghosh. TARGET AUDIENCE • BE/B.Tech (Chemical Engineering) • ME/M.Tech (Chemical Engineering)

Author : Pallab Ghosh
Publisher : Unknown
Page : 128 pages
File Size : 40,9 Mb
Release : 2018-10-30
Category : Electronic
ISBN : 9387472515

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Numerical, Symbolic and Statistical Computing for Chemical E by Pallab Ghosh Pdf

Author : Kenneth J. Beers
Publisher : Cambridge University Press
Page : 496 pages
File Size : 40,8 Mb
Release : 2007
Category : Computers
ISBN : 0521859719

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Numerical Methods for Chemical Engineering by Kenneth J. Beers Pdf

Applications of numerical mathematics and scientific computing to chemical engineering.

Author : Ralph E. White,Venkat R. Subramanian
Publisher : Springer Science & Business Media
Page : 871 pages
File Size : 41,8 Mb
Release : 2010-02-06
Category : Science
ISBN : 9783642043116

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Computational Methods in Chemical Engineering with Maple by Ralph E. White,Venkat R. Subramanian Pdf

This book presents Maple solutions to a wide range of problems relevant to chemical engineers and others. Many of these solutions use Maple’s symbolic capability to help bridge the gap between analytical and numerical solutions. The readers are strongly encouraged to refer to the references included in the book for a better understanding of the physics involved, and for the mathematical analysis. This book was written for a senior undergraduate or a first year graduate student course in chemical engineering. Most of the examples in this book were done in Maple 10. However, the codes should run in the most recent version of Maple. We strongly encourage the readers to use the classic worksheet (*. mws) option in Maple as we believe it is more user-friendly and robust. In chapter one you will find an introduction to Maple which includes simple basics as a convenience for the reader such as plotting, solving linear and nonlinear equations, Laplace transformations, matrix operations, ‘do loop,’ and ‘while loop. ’ Chapter two presents linear ordinary differential equations in section 1 to include homogeneous and nonhomogeneous ODEs, solving systems of ODEs using the matrix exponential and Laplace transform method. In section two of chapter two, nonlinear ordinary differential equations are presented and include simultaneous series reactions, solving nonlinear ODEs with Maple’s ‘dsolve’ command, stop conditions, differential algebraic equations, and steady state solutions. Chapter three addresses boundary value problems.

Author : Navid Mostoufi,Alkis Constantinides
Publisher : Academic Press
Page : 503 pages
File Size : 41,8 Mb
Release : 2022-05-22
Category : Technology & Engineering
ISBN : 9780128229347

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Applied Numerical Methods for Chemical Engineers by Navid Mostoufi,Alkis Constantinides Pdf

Applied Numerical Methods for Chemical Engineers emphasizes the derivation of a variety of numerical methods and their application to the solution of engineering problems, with special attention to problems in the chemical engineering field. These algorithms encompass linear and nonlinear algebraic equations, eigenvalue problems, finite difference methods, interpolation, differentiation and integration, ordinary differential equations, boundary value problems, partial differential equations, and linear and nonlinear regression analysis. MATLAB is adopted as the calculation environment throughout the book because of its ability to perform all the calculations in matrix form, its large library of built-in functions, its strong structural language, and its rich graphical visualization tools. Through this book, students and other users will learn about the basic features, advantages and disadvantages of various numerical methods, learn and practice many useful m-files developed for different numerical methods in addition to the MATLAB built-in solvers, develop and set up mathematical models for problems commonly encountered in chemical engineering, and solve chemical engineering related problems through examples and after-chapter problems with MATLAB by creating application m-files. Clearly and concisely develops a variety of numerical methods and applies them to the solution of chemical engineering problems. These algorithms encompass linear and nonlinear algebraic equations, eigenvalue problems, finite difference methods, interpolation, linear and nonlinear regression analysis, differentiation and integration, ordinary differential equations, boundary value problems, and partial differential equations Includes systematic development of the calculus of finite differences and its application to the integration of differential equations, and a detailed discussion of nonlinear regression analysis, with powerful programs for implementing multivariable nonlinear regression and statistical analysis of the results Makes extensive use of MATLAB and Excel, with most of the methods discussed implemented into general MATLAB functions. All the MATLAB-language scripts developed are listed in the text and included in the book’s companion website Includes numerous real-world examples and homework problems drawn from the field of chemical and biochemical engineering

Author : Guido Buzzi-Ferraris,Flavio Manenti
Publisher : John Wiley & Sons
Page : 302 pages
File Size : 47,9 Mb
Release : 2015-01-12
Category : Technology & Engineering
ISBN : 9783527332755

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Differential and Differential-Algebraic Systems for the Chemical Engineer by Guido Buzzi-Ferraris,Flavio Manenti Pdf

Engineers and other applied scientists are frequently faced with models of complex systems for which no rigorous mathematical solution can be calculated. To predict and calculate the behaviour of such systems, numerical approximations are frequently used, either based on measurements of real life systems or on the behaviour of simpler models. This is essential work for example for the process engineer implementing simulation, control and optimization of chemical processes for design and operational purposes. This fourth in a suite of five practical guides is an engineer's companion to using numerical methods for the solution of complex mathematical problems. It explains the theory behind current numerical methods and shows in a step-by-step fashion how to use them. The volume focuses on differential and differential-algebraic systems, providing numerous real-life industrial case studies to illustrate this complex topic. It describes the methods, innovative techniques and strategies that are all implemented in a freely available toolbox called BzzMath, which is developed and maintained by the authors and provides up-to-date software tools for all the methods described in the book. Numerous examples, sample codes, programs and applications are taken from a wide range of scientific and engineering fields, such as chemical engineering, electrical engineering, physics, medicine, and environmental science. As a result, engineers and scientists learn how to optimize processes even before entering the laboratory. With additional online material including the latest version of BzzMath Library, installation tutorial, all examples and sample codes used in the book and a host of further examples.

Author : Victor J. Law
Publisher : CRC Press
Page : 247 pages
File Size : 49,9 Mb
Release : 2013-03-05
Category : Mathematics
ISBN : 9781466575356

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Numerical Methods for Chemical Engineers Using Excel, VBA, and MATLAB by Victor J. Law Pdf

While teaching the Numerical Methods for Engineers course over the last 15 years, the author found a need for a new textbook, one that was less elementary, provided applications and problems better suited for chemical engineers, and contained instruction in Visual Basic for Applications (VBA). This led to six years of developing teaching notes that

Author : Kenneth J. Beers
Publisher : Unknown
Page : 474 pages
File Size : 42,9 Mb
Release : 2007
Category : Electronic
ISBN : OCLC:904753187

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Numerical Methods for Chemical Engineering by Kenneth J. Beers Pdf

Suitable for a first year graduate course, this textbook unites the applications of numerical mathematics and scientific computing to the practice of chemical engineering. Written in a pedagogic style, the book describes basic linear and nonlinear algebric systems all the way through to stochastic methods, Bayesian statistics and parameter estimation. These subjects are developed at a level of mathematics suitable for graduate engineering study without the exhaustive level of the theoretical mathematical detail. The implementation of numerical methods in MATLAB is integrated within each chapter and numerous examples in chemical engineering are provided, with a library of corresponding MATLAB programs. This book will provide the graduate student with essential tools required by industry and research alike. Supplementary material includes solutions to homework problems set in the text, MATLAB programs and tutorial, lecture slides, and complicated derivations for the more advanced reader. These are available online at www.cambridge.org/9780521859714. Numerous applications specific to chemical engineering and MATLAB integrated into each chapter, with an extensive library of example problems also located on the web It avoids theoretically detailed mathematics Contains numerous problems and homework exercises at the end of each chapter categorised according to difficulty with solutions available on the resource site.

Author : Edwin Zondervan
Publisher : CRC Press
Page : 193 pages
File Size : 54,6 Mb
Release : 2019-08-16
Category : Mathematics
ISBN : 9780429851445

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A Numerical Primer for the Chemical Engineer, Second Edition by Edwin Zondervan Pdf

Designed as an introduction to numerical methods for students, this book combines mathematical correctness with numerical performance, and concentrates on numerical methods and problem solving. It applies actual numerical solution strategies to formulated process models to help identify and solve chemical engineering problems. Second edition comes with additional chapter on numerical integration and section on boundary value problems in the relevant chapter. Additional material on general modelling principles, mass/energy balances and separate section on DAE’s is also included. Case study section has been extended with additional examples.

Author : Wim P. Krijnen,Ernst C. Wit
Publisher : CRC Press
Page : 388 pages
File Size : 43,6 Mb
Release : 2022-12-19
Category : Science
ISBN : 9781000822625

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Computational and Statistical Methods for Chemical Engineering by Wim P. Krijnen,Ernst C. Wit Pdf

In the recent decades, the emerging new molecular measurement techniques and their subsequent availability in chemical database has allowed easier retrieval of the associated data by the chemical analyst. Before the data revolution, most books focused either on mathematical modeling of chemical processes or exploratory chemometrics. Computational and Statistical Methods for Chemical Engineering aims to combine these two approaches and provide aspiring chemical engineers a single, comprehensive account of computational and statistical methods. The book consists of four parts: Part I discusses the necessary calculus, linear algebra, and probability background that the student may or may not have encountered before. Part II provides an overview on standard computational methods and approximation techniques useful for chemical engineering systems. Part III covers the most important statistical models, starting from simple measurement models, via linear models all the way to multivariate, non-linear stochiometric models. Part IV focuses on the importance of designed experiments and robust analyses. Each chapter is accompanied by an extensive selection of theoretical and practical exercises. The book can be used in combination with any modern computational environment, such as R, Python and MATLAB. Given its easy and free availability, the book includes a bonus chapter giving a simple introduction to R programming. This book is particularly suited for undergraduate students in Chemical Engineering who require a semester course in computational and statistical methods. The background chapters on calculus, linear algebra and probability make the book entirely self-contained. The book takes its examples from the field of chemistry and chemical engineering. In this way, it motivates the student to engage actively with the material and to master the techniques that have become crucial for the modern chemical engineer.

Author : Henry C. Foley
Publisher : Academic Press
Page : 954 pages
File Size : 55,9 Mb
Release : 2021-06-16
Category : Technology & Engineering
ISBN : 9780128200520

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Introduction to Chemical Engineering Analysis Using Mathematica by Henry C. Foley Pdf

Introduction to Chemical Engineering Analysis Using Mathematica, Second Edition reviews the processes and designs used to manufacture, use, and dispose of chemical products using Mathematica, one of the most powerful mathematical software tools available for symbolic, numerical, and graphical computing. Analysis and computation are explained simultaneously. The book covers the core concepts of chemical engineering, ranging from the conservation of mass and energy to chemical kinetics. The text also shows how to use the latest version of Mathematica, from the basics of writing a few lines of code through developing entire analysis programs. This second edition has been fully revised and updated, and includes analyses of the conservation of energy, whereas the first edition focused on the conservation of mass and ordinary differential equations. Offers a fully revised and updated new edition, extended with conservation of energy Covers a large number of topics in chemical engineering analysis, particularly for applications to reaction systems Includes many detailed examples Contains updated and new worked problems at the end of the book Written by a prominent scientist in the field

Author : University of Michigan
Publisher : Unknown
Page : 424 pages
File Size : 50,7 Mb
Release : 1964
Category : Chemical engineering
ISBN : UOM:39015000497852

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Numerical Methods and Computing Techniques in Chemical Engineering Practice by University of Michigan Pdf

Author : Owen T. Hanna,Orville C. Sandall
Publisher : Prentice Hall
Page : 488 pages
File Size : 55,8 Mb
Release : 1995
Category : Mathematics
ISBN : UOM:39015034869092

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Computational Methods in Chemical Engineering by Owen T. Hanna,Orville C. Sandall Pdf

Authors Owen Hanna and Orville Sandall include broad use of convergence acceleration techniques such as Pade approximation for series; Shanks transformation for series; linear and nonlinear systems of algebraic equations; systematic use of global Richardson extrapolation for integrals and ODE systems to monitor the overall error; and discussion of methods for the solution of stiff ODE.

Author : Kevin D. Dorfman,Prodromos Daoutidis
Publisher : Cambridge University Press
Page : 513 pages
File Size : 53,8 Mb
Release : 2017-01-11
Category : Technology & Engineering
ISBN : 9781107135116

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Numerical Methods with Chemical Engineering Applications by Kevin D. Dorfman,Prodromos Daoutidis Pdf

This undergraduate textbook integrates the teaching of numerical methods and programming with problems from core chemical engineering subjects.

Author : James B. Riggs
Publisher : Unknown
Page : 498 pages
File Size : 47,8 Mb
Release : 1994
Category : Education
ISBN : UOM:39015032578786

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An Introduction to Numerical Methods for Chemical Engineers by James B. Riggs Pdf

In this second edition of An Introduction to Numerical Methods for Chemical Engineers the author has revised text, added new problems, and updated the accompanying computer programs. The result is a text that puts students on the cutting-edge of solving relevant chemical engineering problems.Designed explicitly for undergraduates, this book provides students with software and experience to solve a number of problems.Included in the text are: Numerical algorithms in explicit detail. Example problems from thermodynamic, fluid flow, heat transfer, mass transfer, kinetics, and process design. Equations developed specifically for the student from the example problems. An introduction to advanced numerical techniques, such as finite elements, singular value decomposition, and arc length homotopy. An introduction to optimization. A systematic approach to process modeling presented with advanced modeling examples. The software that accompanies the book is for IBM-compatible PCs. A solution manual is also available upon request.An Introduction to Numerical Methods for Chemical Engineers was first published in 1988 and has been taught in universities throughout the nation.