Practical Experimental Designs and Optimization Methods for Chemists PDF Download
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Author: Charles K. Bayne
Publisher:
ISBN: 9783527261956
Category : Chemistry
Languages : en
Pages : 205
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Book Description
Author: Charles K. Bayne
Publisher:
ISBN: 9783527261956
Category : Chemistry
Languages : en
Pages : 205
Get Book Here
Book Description
Author: Zivorad R. Lazic
Publisher: Wiley-VCH
ISBN:
Category : Science
Languages : en
Pages : 630
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Book Description
Design of Experiments in Chemical Engineering; Contents; Preface; I Introduction to Statistics for Engineers; II Design and Analysis of Experiments; III Mixture Design "Composition-Property"; Appendix; Index.
Author: Charles Kenneth Bayne
Publisher: Wiley-VCH
ISBN:
Category : Science
Languages : en
Pages : 224
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Book Description
Experimental design basics; preliminary planning; experimental design and analysis; factorial and fractional factorial design; optimization experiments; response surfaces; bibliography of applied optimization and response surface methods.
Author: S. Akhnazarova
Publisher:
ISBN:
Category : Chemical engineering
Languages : en
Pages : 320
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Book Description
Author: Maria Isabel Rodrigues
Publisher: CRC Press
ISBN: 1482299550
Category : Science
Languages : en
Pages : 340
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Book Description
Experimental Design and Process Optimization delves deep into the design of experiments (DOE). The book includes Central Composite Rotational Design (CCRD), fractional factorial, and Plackett and Burman designs as a means to solve challenges in research and development as well as a tool for the improvement of the processes already implemented. Appropriate strategies for 2 to 32 factors are covered in detail in the book. The book covers the essentials of statistical science to assist readers in understanding and applying the concepts presented. It also presents numerous examples of applications using this methodology. The authors are not only experts in the field but also have significant practical experience. This allows them to discuss the application of the theoretical aspects discussed through various real-world case studies.
Author: Diamond WJ.
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Book Description
Author: Thomas Bartz-Beielstein
Publisher: Springer Science & Business Media
ISBN: 3642025382
Category : Computers
Languages : en
Pages : 469
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Book Description
In operations research and computer science it is common practice to evaluate the performance of optimization algorithms on the basis of computational results, and the experimental approach should follow accepted principles that guarantee the reliability and reproducibility of results. However, computational experiments differ from those in other sciences, and the last decade has seen considerable methodological research devoted to understanding the particular features of such experiments and assessing the related statistical methods. This book consists of methodological contributions on different scenarios of experimental analysis. The first part overviews the main issues in the experimental analysis of algorithms, and discusses the experimental cycle of algorithm development; the second part treats the characterization by means of statistical distributions of algorithm performance in terms of solution quality, runtime and other measures; and the third part collects advanced methods from experimental design for configuring and tuning algorithms on a specific class of instances with the goal of using the least amount of experimentation. The contributor list includes leading scientists in algorithm design, statistical design, optimization and heuristics, and most chapters provide theoretical background and are enriched with case studies. This book is written for researchers and practitioners in operations research and computer science who wish to improve the experimental assessment of optimization algorithms and, consequently, their design.
Author: Stephen G. Newman
Publisher: John Wiley & Sons
ISBN: 1119855632
Category : Science
Languages : en
Pages : 500
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Book Description
Provides the practical knowledge of how new technologies impact organic synthesis, enabling the reader to understand literature, evaluate different techniques, and solve synthetic challenges In recent years, new technologies have impacted organic chemistry to the point that they are no longer the sole domain of dedicated specialists. Computational chemistry, for example, can now be used by organic chemists to help predict outcomes, understand selectivity, and decipher mechanisms. To be prepared to solve various synthetic problems, it is increasingly important for chemists to familiarize themselves with a range of current and emerging tools and techniques. Enabling Tools and Techniques for Organic Synthesis A Practical Guide to Experimentation, Automation, and Computation provides a broad overview of contemporary research and new technologies applied to organic synthesis. Detailed chapters, written by a team of experts from academia and industry, describe different state-of-the-art techniques such as computer-assisted retrosynthesis, spectroscopy prediction with computational chemistry, high throughput experimentation for reaction screening, and robotic and automated data collection methods. Emphasizing real-world practicality, the book includes chapters on programming for synthetic chemists, Machine Learning (ML) in chemical synthesis, concepts and applications of computational chemistry, and more. Highlights the most recent methods in organic synthesis and describes how to employ these techniques in a reader’s own research Familiarize readers with the application of computational chemistry and automation technology in organic synthesis Introduces synthetic chemists to electrochemistry, photochemistry, and flow chemistry Helps readers comprehend the literature, assess the strengths and limitations of each technique, and apply those tools to solve synthetic challenges Provides case studies and guided examples with graphical illustrations in each chapter Enabling Tools and Techniques for Organic Synthesis: A Practical Guide to Experimentation, Automation, and Computation is an invaluable reference for scientists needing an up-to-date introduction to new tools, graduate students wanting to expand their organic chemistry skills, and instructors teaching courses in advanced techniques for organic synthesis.
Author: Raymond H. Myers
Publisher: Wiley-Interscience
ISBN:
Category : Mathematics
Languages : en
Pages : 734
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Book Description
The primary objetive of response surface methodology in to aid the statistician and other uers of statistics in applying response surface procedures to appropriate problems in many technical fields. Although methods are emphasized in the boock, a certain amount of theory is presented so that a reader with sufficient baclground in mathematics, especially in the algeba of matrices, can obtain an expourse to the theoretical development. While response surface techniques are widely used, it seems that a need existes for an exposition which contains a considerable amount of the basic material under a single cover. At the time it is felt hist book may create a continued awareness of the basic techniques amog the potential users.
Author: Zivorad R. Lazic
Publisher: John Wiley & Sons
ISBN: 3527837280
Category : Technology & Engineering
Languages : en
Pages : 276
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Book Description
Full Scale Plant Optimization in Chemical Engineering Highlights the basic principles and applications of the primary three methods in plant and process optimization for responsible operators and engineers. Chemical engineers are a vital part of the creation of any process development—lab-scale and pilot-scale—for any plant. In fact, they are the lynchpin of later efforts to scale-up and full-scale plant process improvement. As these engineers approach a new project, there are three generally recognized methodologies that are applicable in industry generally: Design of Experiments (DOE), Evolutionary Operations (EVOP), and Data Mining Using Neural Networks (DM). In Full Scale Plant Optimization in Chemical Engineering, experienced chemical engineer Živorad R. Laziċ offers an in-depth analysis and comparison of these three methods in full-scale plant optimization applications. The book is designed to provide the basic principles and necessary information for complete understanding of these three methods (DOE, EVOP, and DM). The application of each method is fully described. Full Scale Plant Optimization in Chemical Engineering readers will also find: A thorough discussion of the advantages, disadvantages and applications for the five different EVOP methods (BEVOP, ROVOP, REVOP, QSEVOP & SEVOP) with examples and simulations An overview of EVOP tools that responsible operators and engineers utilize in deciding which EVOP method is the most appropriate for the certain type of the process Particular attention is given to the simple but powerful technique Evolutionary Operation or EVOP, which provides the experimental tools for the full scale plant optimization Full Scale Plant Optimization in Chemical Engineering is a useful reference for all chemists in industry, chemical engineers, pharmaceutical chemists, and process engineers.
