Optimal Experimental Design for Chemical Engineers

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Publisher :
ISBN 13 : 9781788010870
Total Pages : 450 pages
Book Rating : 4.0/5 (18 download)

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Book Synopsis Optimal Experimental Design for Chemical Engineers by : Federico Galvanin

Download or read book Optimal Experimental Design for Chemical Engineers written by Federico Galvanin and published by . This book was released on 2019-03-14 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mechanistic mathematical models are an essential tool for the study, simulation and optimisation of processes in chemical engineering, allowing for a quantitative description of observed phenomena through the definition of laws and correlations. Development of these models are often costly and time-consuming, whilst the validation and statistical assessment of the model structure, and the precise estimation of model parameters, may require extensive experimentation. In response, model building procedures have been proposed for developing, improving and validating mechanistic models in more efficient ways by managing and guiding the information obtained from experimental activities. These procedures heavily rely on the use of efficient computational techniques for model identification based on the use of optimal design of experiments techniques. This book guides the reader through statistical tools and methods for building mechanistic mathematical models in chemical engineering using design of experiment techniques. Relevant chemical engineering case studies are used throughout the book to provide a practical approach to this complex topic. Ideal for experimenters, who will find useful tips for driving experiments, and modellers who will find useful information on model development, selection and validation, this book is essential for chemical engineers across academia and industry. ment techniques. Relevant chemical engineering case studies are used throughout the book to provide a practical approach to this complex topic. Ideal for experimenters, who will find useful tips for driving experiments, and modellers who will find useful information on model development, selection and validation, this book is essential for chemical engineers across academia and industry.

Design of Experiments in Chemical Engineering

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Publisher : John Wiley & Sons
ISBN 13 : 3527604596
Total Pages : 620 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Design of Experiments in Chemical Engineering by : Zivorad R. Lazic

Download or read book Design of Experiments in Chemical Engineering written by Zivorad R. Lazic and published by John Wiley & Sons. This book was released on 2006-03-06 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: While existing books related to DOE are focused either on process or mixture factors or analyze specific tools from DOE science, this text is structured both horizontally and vertically, covering the three most common objectives of any experimental research: * screening designs * mathematical modeling, and * optimization. Written in a simple and lively manner and backed by current chemical product studies from all around the world, the book elucidates basic concepts of statistical methods, experiment design and optimization techniques as applied to chemistry and chemical engineering. Throughout, the focus is on unifying the theory and methodology of optimization with well-known statistical and experimental methods. The author draws on his own experience in research and development, resulting in a work that will assist students, scientists and engineers in using the concepts covered here in seeking optimum conditions for a chemical system or process. With 441 tables, 250 diagrams, as well as 200 examples drawn from current chemical product studies, this is an invaluable and convenient source of information for all those involved in process optimization.

Experiment Optimization in Chemistry and Chemical Engineering

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Publisher :
ISBN 13 :
Total Pages : 320 pages
Book Rating : 4.:/5 (5 download)

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Book Synopsis Experiment Optimization in Chemistry and Chemical Engineering by : S. Akhnazarova

Download or read book Experiment Optimization in Chemistry and Chemical Engineering written by S. Akhnazarova and published by . This book was released on 1982 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Optimization in Chemical Engineering

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

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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.

Accurate Predictive with Optimal Experimental Design Modeling for Human Thermoregulatory System

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Accurate Predictive with Optimal Experimental Design Modeling for Human Thermoregulatory System by : Sandra Hulting

Download or read book Accurate Predictive with Optimal Experimental Design Modeling for Human Thermoregulatory System written by Sandra Hulting and published by . This book was released on 2002 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Goal-oriented Optimal Experimental Design for Reactive Chemical Systems

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Publisher :
ISBN 13 : 9783958862920
Total Pages : 0 pages
Book Rating : 4.8/5 (629 download)

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Book Synopsis Goal-oriented Optimal Experimental Design for Reactive Chemical Systems by : Olga Walz

Download or read book Goal-oriented Optimal Experimental Design for Reactive Chemical Systems written by Olga Walz and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

23 European Symposium on Computer Aided Process Engineering

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Publisher : Elsevier Inc. Chapters
ISBN 13 : 0128086297
Total Pages : 17 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis 23 European Symposium on Computer Aided Process Engineering by : Belmiro P.M. Duarte

Download or read book 23 European Symposium on Computer Aided Process Engineering written by Belmiro P.M. Duarte and published by Elsevier Inc. Chapters. This book was released on 2013-06-10 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper introduces a mathematical programming approach to systematically find optimal designs of experiments for linear algebraic models. The method assumes that we have a fully specified parametric model with unknown parameters and the design criterion is convex. To address the problem we use a semi-definite programming formulation, originally developed by , and propose a new global optimization based framework to determine D-optimal designs. The approaches are applied to an empirical response surface model to design an experimental design, and the mixture components are the composition of the solvent.

Multi-Objective Optimization

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

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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.

Operations Research Proceedings 2019

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Publisher : Springer Nature
ISBN 13 : 3030484394
Total Pages : 734 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Operations Research Proceedings 2019 by : Janis S. Neufeld

Download or read book Operations Research Proceedings 2019 written by Janis S. Neufeld and published by Springer Nature. This book was released on 2020-09-24 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a selection of peer-reviewed papers presented at the International Conference on Operations Research (OR 2019), which was held at Technische Universität Dresden, Germany, on September 4-6, 2019, and was jointly organized by the German Operations Research Society (GOR) the Austrian Operations Research Society (ÖGOR), and the Swiss Operational Research Society (SOR/ASRO). More than 600 scientists, practitioners and students from mathematics, computer science, business/economics and related fields attended the conference and presented more than 400 papers in plenary presentations, parallel topic streams, as well as special award sessions. The respective papers discuss classical mathematical optimization, statistics and simulation techniques. These are complemented by computer science methods, and by tools for processing data, designing and implementing information systems. The book also examines recent advances in information technology, which allow big data volumes to be processed and enable real-time predictive and prescriptive business analytics to drive decisions and actions. Lastly, it includes problems modeled and treated while taking into account uncertainty, risk management, behavioral issues, etc.

Scientific Computing in Chemical Engineering II

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540658511
Total Pages : 442 pages
Book Rating : 4.6/5 (585 download)

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Book Synopsis Scientific Computing in Chemical Engineering II by : Frerich Keil

Download or read book Scientific Computing in Chemical Engineering II written by Frerich Keil and published by Springer Science & Business Media. This book was released on 1999-05-19 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of modern methods in numerical mathematics on problems in chemical engineering is essential for designing, analyzing and running chemical processes and even entire plants. Scientific Computing in Chemical Engineering II gives the state of the art from the point of view of numerical mathematicians as well as that of engineers. The present volume as part of a two-volume edition covers topics such as computer-aided process design, combustion and flame, image processing, optimization, control, and neural networks. The volume is aimed at scientists, practitioners and graduate students in chemical engineering, industrial engineering and numerical mathematics.

Design of Experiments for Chemical, Pharmaceutical, Food, and Industrial Applications

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Publisher : IGI Global
ISBN 13 : 179981520X
Total Pages : 429 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Design of Experiments for Chemical, Pharmaceutical, Food, and Industrial Applications by : Carrillo-Cedillo, Eugenia Gabriela

Download or read book Design of Experiments for Chemical, Pharmaceutical, Food, and Industrial Applications written by Carrillo-Cedillo, Eugenia Gabriela and published by IGI Global. This book was released on 2019-12-13 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics is a key characteristic that assists a wide variety of professions including business, government, and factual sciences. Companies need data calculation to make informed decisions that help maintain their relevance. Design of experiments (DOE) is a set of active techniques that provides a more efficient approach for industries to test their processes and form effective conclusions. Experimental design can be implemented into multiple professions, and it is a necessity to promote applicable research on this up-and-coming method. Design of Experiments for Chemical, Pharmaceutical, Food, and Industrial Applications is a pivotal reference source that seeks to increase the use of design of experiments to optimize and improve analytical methods and productive processes in order to use less resources and time. While highlighting topics such as multivariate methods, factorial experiments, and pharmaceutical research, this publication is ideally designed for industrial designers, research scientists, chemical engineers, managers, academicians, and students seeking current research on advanced and multivariate statistics.

Green Chemical Engineering, Volume 12

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Publisher : John Wiley & Sons
ISBN 13 : 352732643X
Total Pages : 412 pages
Book Rating : 4.5/5 (273 download)

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Book Synopsis Green Chemical Engineering, Volume 12 by :

Download or read book Green Chemical Engineering, Volume 12 written by and published by John Wiley & Sons. This book was released on 2018-12-10 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Green chemistry and chemical engineering belong together and this twelth volume in the successful Handbook of Green Chemistry series represents the perfect one-stop reference on the topic. Written by an international team of specialists with each section edited by international leading experts, this book provides first-hand insights into the field, covering chemical engineering process design, innovations in unit operations and manufacturing, biorefining and much more besides. An indispensable source for every chemical engineer in industry and academia.

21st European Symposium on Computer Aided Process Engineering

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Publisher : Elsevier
ISBN 13 : 044453895X
Total Pages : 2087 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis 21st European Symposium on Computer Aided Process Engineering by : E. N. Pistikopoulos

Download or read book 21st European Symposium on Computer Aided Process Engineering written by E. N. Pistikopoulos and published by Elsevier. This book was released on 2011-07-21 with total page 2087 pages. Available in PDF, EPUB and Kindle. Book excerpt: The European Symposium on Computer Aided Process Engineering (ESCAPE) series presents the latest innovations and achievements of leading professionals from the industrial and academic communities. The ESCAPE series serves as a forum for engineers, scientists, researchers, managers and students to present and discuss progress being made in the area of computer aided process engineering (CAPE). European industries large and small are bringing innovations into our lives, whether in the form of new technologies to address environmental problems, new products to make our homes more comfortable and energy efficient or new therapies to improve the health and well being of European citizens. Moreover, the European Industry needs to undertake research and technological initiatives in response to humanity's "Grand Challenges," described in the declaration of Lund, namely, Global Warming, Tightening Supplies of Energy, Water and Food, Ageing Societies, Public Health, Pandemics and Security. Thus, the Technical Theme of ESCAPE 21 will be "Process Systems Approaches for Addressing Grand Challenges in Energy, Environment, Health, Bioprocessing & Nanotechnologies."

A Numerical Primer for the Chemical Engineer, Second Edition

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Publisher : CRC Press
ISBN 13 : 0429851456
Total Pages : 192 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis A Numerical Primer for the Chemical Engineer, Second Edition by : Edwin Zondervan

Download or read book A Numerical Primer for the Chemical Engineer, Second Edition written by Edwin Zondervan and published by CRC Press. This book was released on 2019-08-16 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Chemical Engineering Design

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Publisher : Elsevier
ISBN 13 : 0080966608
Total Pages : 1321 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Chemical Engineering Design by : Gavin Towler

Download or read book Chemical Engineering Design written by Gavin Towler and published by Elsevier. This book was released on 2012-01-25 with total page 1321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemical Engineering Design, Second Edition, deals with the application of chemical engineering principles to the design of chemical processes and equipment. Revised throughout, this edition has been specifically developed for the U.S. market. It provides the latest US codes and standards, including API, ASME and ISA design codes and ANSI standards. It contains new discussions of conceptual plant design, flowsheet development, and revamp design; extended coverage of capital cost estimation, process costing, and economics; and new chapters on equipment selection, reactor design, and solids handling processes. A rigorous pedagogy assists learning, with detailed worked examples, end of chapter exercises, plus supporting data, and Excel spreadsheet calculations, plus over 150 Patent References for downloading from the companion website. Extensive instructor resources, including 1170 lecture slides and a fully worked solutions manual are available to adopting instructors. This text is designed for chemical and biochemical engineering students (senior undergraduate year, plus appropriate for capstone design courses where taken, plus graduates) and lecturers/tutors, and professionals in industry (chemical process, biochemical, pharmaceutical, petrochemical sectors). New to this edition: Revised organization into Part I: Process Design, and Part II: Plant Design. The broad themes of Part I are flowsheet development, economic analysis, safety and environmental impact and optimization. Part II contains chapters on equipment design and selection that can be used as supplements to a lecture course or as essential references for students or practicing engineers working on design projects. New discussion of conceptual plant design, flowsheet development and revamp design Significantly increased coverage of capital cost estimation, process costing and economics New chapters on equipment selection, reactor design and solids handling processes New sections on fermentation, adsorption, membrane separations, ion exchange and chromatography Increased coverage of batch processing, food, pharmaceutical and biological processes All equipment chapters in Part II revised and updated with current information Updated throughout for latest US codes and standards, including API, ASME and ISA design codes and ANSI standards Additional worked examples and homework problems The most complete and up to date coverage of equipment selection 108 realistic commercial design projects from diverse industries A rigorous pedagogy assists learning, with detailed worked examples, end of chapter exercises, plus supporting data and Excel spreadsheet calculations plus over 150 Patent References, for downloading from the companion website Extensive instructor resources: 1170 lecture slides plus fully worked solutions manual available to adopting instructors

A Numerical Primer for the Chemical Engineer

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Publisher : CRC Press
ISBN 13 : 148222948X
Total Pages : 184 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis A Numerical Primer for the Chemical Engineer by : Edwin Zondervan

Download or read book A Numerical Primer for the Chemical Engineer written by Edwin Zondervan and published by CRC Press. This book was released on 2014-08-12 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Solve Developed Models in a Numerical FashionDesigned as an introduction to numerical methods for students, A Numerical Primer for the Chemical Engineer explores the role of models in chemical engineering. Combining mathematical correctness (model verification) with numerical performance (model validation), this text concentrates on numerical metho

Constrained Mimo Dynamic Discrete-Time Modeling Exploiting Optimal Experimental Design

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Constrained Mimo Dynamic Discrete-Time Modeling Exploiting Optimal Experimental Design by : Derrick K. Rollins

Download or read book Constrained Mimo Dynamic Discrete-Time Modeling Exploiting Optimal Experimental Design written by Derrick K. Rollins and published by . This book was released on 2003 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: