Process Optimization

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Process Optimization

Author : Enrique del Castillo
Publisher : Springer Science & Business Media
ISBN 13 : 0387714359
Total Pages : 462 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Process Optimization by : Enrique del Castillo

Download or read book Process Optimization written by Enrique del Castillo and published by Springer Science & Business Media. This book was released on 2007-09-14 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers several bases at once. It is useful as a textbook for a second course in experimental optimization techniques for industrial production processes. In addition, it is a superb reference volume for use by professors and graduate students in Industrial Engineering and Statistics departments. It will also be of huge interest to applied statisticians, process engineers, and quality engineers working in the electronics and biotech manufacturing industries. In all, it provides an in-depth presentation of the statistical issues that arise in optimization problems, including confidence regions on the optimal settings of a process, stopping rules in experimental optimization, and more.

Advanced Optimization for Process Systems Engineering

Author : Ignacio E. Grossmann
Publisher : Cambridge University Press
ISBN 13 : 1108831656
Total Pages : 205 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis Advanced Optimization for Process Systems Engineering by : Ignacio E. Grossmann

Download or read book Advanced Optimization for Process Systems Engineering written by Ignacio E. Grossmann and published by Cambridge University Press. This book was released on 2021-03-25 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique text covering basic and advanced concepts of optimization theory and methods for process systems engineers. With examples illustrating key concepts and algorithms, and exercises involving theoretical derivations, numerical problems and modeling systems, it is ideal for single-semester, graduate courses in process systems engineering.

Experimental Design and Process Optimization

Author : Maria Isabel Rodrigues
Publisher : CRC Press
ISBN 13 : 1482299569
Total Pages : 324 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Experimental Design and Process Optimization by : Maria Isabel Rodrigues

Download or read book Experimental Design and Process Optimization written by Maria Isabel Rodrigues and published by CRC Press. This book was released on 2014-12-11 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. Appr

Energy and Process Optimization for the Process Industries

Author : Frank (Xin X.) Zhu
Publisher : John Wiley & Sons
ISBN 13 : 1118782534
Total Pages : 419 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Energy and Process Optimization for the Process Industries by : Frank (Xin X.) Zhu

Download or read book Energy and Process Optimization for the Process Industries written by Frank (Xin X.) Zhu and published by John Wiley & Sons. This book was released on 2013-11-25 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring methods and techniques to optimize processing energy efficiency in process plants, Energy and Process Optimization for the Process Industries provides a holistic approach that considers optimizing process conditions, changing process flowschemes, modifying equipment internals, and upgrading process technology that has already been used in a process plant with success. Field tested by numerous operating plants, the book describes technical solutions to reduce energy consumption leading to significant returns on capital and includes an 8-point Guidelines for Success. The book provides managers, chemical and mechanical engineers, and plant operators with methods and tools for continuous energy and process improvements.

Optimization of Chemical Processes

Author : Thomas F. Edgar
Publisher :
ISBN 13 : 9780071189774
Total Pages : 651 pages
Book Rating : 4.1/5 (897 download)

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Book Synopsis Optimization of Chemical Processes by : Thomas F. Edgar

Download or read book Optimization of Chemical Processes written by Thomas F. Edgar and published by . This book was released on 2001 with total page 651 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an update of a successful first edition that has been extremely well received by the experts in the chemical process industries. The authors explain both the theory and the practice of optimization, with the focus on the techniques and software that offer the most potential for success and give reliable results. Applications case studies in optimization are presented with new examples taken from the areas of microelectronics processing and molecular modeling. Ample references are cited for those who wish to explore the theoretical concepts in more detail.

Simulation and Optimization in Process Engineering

Author : Michael Bortz
Publisher : Elsevier
ISBN 13 : 0323850448
Total Pages : 428 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Simulation and Optimization in Process Engineering by : Michael Bortz

Download or read book Simulation and Optimization in Process Engineering written by Michael Bortz and published by Elsevier. This book was released on 2022-04-16 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation and Optimization in Process Engineering: The Benefit of Mathematical Methods in Applications of the Process Industry brings together examples where the successful transfer of progress made in mathematical simulation and optimization has led to innovations in an industrial context that created substantial benefit. Containing introductory accounts on scientific progress in the most relevant topics of process engineering (substance properties, simulation, optimization, optimal control and real time optimization), the examples included illustrate how such scientific progress has been transferred to innovations that delivered a measurable impact, covering details of the methods used, and more. With each chapter bringing together expertise from academia and industry, this book is the first of its kind, providing demonstratable insights. Recent mathematical methods are transformed into industrially relevant innovations. Covers recent progress in mathematical simulation and optimization in a process engineering context with chapters written by experts from both academia and industry Provides insight into challenges in industry aiming for a digitized world.

Manufacturing Process Design and Optimization

Author : Rhyder
Publisher : CRC Press
ISBN 13 : 9780824799090
Total Pages : 356 pages
Book Rating : 4.7/5 (99 download)

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Book Synopsis Manufacturing Process Design and Optimization by : Rhyder

Download or read book Manufacturing Process Design and Optimization written by Rhyder and published by CRC Press. This book was released on 1997-04-15 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work presents the concepts of process design, problem identification, problem-solving and process optimization. It provides the basic tools needed to increase the consistency and profitability of manufacturing options, stressing the paradigms of improvement and emphasizing the hands-on use of tools furnished. The book introduces basic experimental design principles and avoids complicated statistical formulae.

Optimization for Machine Learning

Author : Suvrit Sra
Publisher : MIT Press
ISBN 13 : 026201646X
Total Pages : 509 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Optimization for Machine Learning by : Suvrit Sra

Download or read book Optimization for Machine Learning written by Suvrit Sra and published by MIT Press. This book was released on 2012 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations and methods are proving to be vital in designing algorithms to extract essential knowledge from huge volumes of data. Machine learning, however, is not simply a consumer of optimization technology but a rapidly evolving field that is itself generating new optimization ideas. This book captures the state of the art of the interaction between optimization and machine learning in a way that is accessible to researchers in both fields. Optimization approaches have enjoyed prominence in machine learning because of their wide applicability and attractive theoretical properties. The increasing complexity, size, and variety of today's machine learning models call for the reassessment of existing assumptions. This book starts the process of reassessment. It describes the resurgence in novel contexts of established frameworks such as first-order methods, stochastic approximations, convex relaxations, interior-point methods, and proximal methods. It also devotes attention to newer themes such as regularized optimization, robust optimization, gradient and subgradient methods, splitting techniques, and second-order methods. Many of these techniques draw inspiration from other fields, including operations research, theoretical computer science, and subfields of optimization. The book will enrich the ongoing cross-fertilization between the machine learning community and these other fields, and within the broader optimization community.

Recent Advances in Sustainable Process Design and Optimization

Author : Dominic C. Y. Foo
Publisher : World Scientific
ISBN 13 : 9814271950
Total Pages : 831 pages
Book Rating : 4.8/5 (142 download)

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Book Synopsis Recent Advances in Sustainable Process Design and Optimization by : Dominic C. Y. Foo

Download or read book Recent Advances in Sustainable Process Design and Optimization written by Dominic C. Y. Foo and published by World Scientific. This book was released on 2012 with total page 831 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a compilation of the various recently developed techniques emphasizing better chemical processes and products, with state-of-the-art contributions by world-renowned leaders in process design and optimization. It covers various areas such as grass-roots design, retrofitting, continuous and batch processing, energy efficiency, separations, and pollution prevention, striking a balance between fundamental techniques and applications. The book also contains industrial applications and will serve as a good compilation of recent industrial experience for which the process design and optimization techniques were applied to enhance sustainability. Academic researchers and industrial practitioners will find this book useful as a review of systematic approaches and best practices in sustainable design and optimization of industrial processes. The book is accompanied by some electronic supplements (i.e., models and programs) for selected chapters.

Practical Chemical Process Optimization

Author : Ioannis K. Kookos
Publisher : Springer Nature
ISBN 13 : 3031112989
Total Pages : 444 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Practical Chemical Process Optimization by : Ioannis K. Kookos

Download or read book Practical Chemical Process Optimization written by Ioannis K. Kookos and published by Springer Nature. This book was released on 2022-10-28 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text provides the undergraduate chemical engineering student with the necessary tools for problem solving in chemical or bio-engineering processes. In a friendly, simple, and unified framework, the exposition aptly balances theory and practice. It uses minimal mathematical concepts, terms, algorithms, and describes the main aspects of chemical process optimization using MATLAB and GAMS. Numerous examples and case studies are designed for students to understand basic principles of each optimization method and elicit the immediate discovery of practical applications. Problem sets are directly tied to real-world situations most commonly encountered in chemical engineering applications. Chapters are structured with handy learning summaries, terms and concepts, and problem sets, and individually reinforce the basics of particular optimization methods. Additionally, the wide breadth of topics that may be encountered in courses such as Chemical Process Optimization, Chemical Process Engineering, Optimization of Chemical Processes, are covered in this accessible text. The book provides formal introductions to MATLAB, GAMS, and a revisit to pertinent aspects of undergraduate calculus. While created for coursework, this text is also suitable for independent study. A full solutions manual is available to instructors who adopt the text for their course.

Optimization and Variation Reduction in Quality

Author : Wayne A. Taylor
Publisher :
ISBN 13 : 9780963512215
Total Pages : 0 pages
Book Rating : 4.5/5 (122 download)

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Book Synopsis Optimization and Variation Reduction in Quality by : Wayne A. Taylor

Download or read book Optimization and Variation Reduction in Quality written by Wayne A. Taylor and published by . This book was released on 2005 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data-Driven Optimization of Manufacturing Processes

Author : Kalita, Kanak
Publisher : IGI Global
ISBN 13 : 1799872084
Total Pages : 298 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Data-Driven Optimization of Manufacturing Processes by : Kalita, Kanak

Download or read book Data-Driven Optimization of Manufacturing Processes written by Kalita, Kanak and published by IGI Global. This book was released on 2020-12-25 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: All machining process are dependent on a number of inherent process parameters. It is of the utmost importance to find suitable combinations to all the process parameters so that the desired output response is optimized. While doing so may be nearly impossible or too expensive by carrying out experiments at all possible combinations, it may be done quickly and efficiently by using computational intelligence techniques. Due to the versatile nature of computational intelligence techniques, they can be used at different phases of the machining process design and optimization process. While powerful machine-learning methods like gene expression programming (GEP), artificial neural network (ANN), support vector regression (SVM), and more can be used at an early phase of the design and optimization process to act as predictive models for the actual experiments, other metaheuristics-based methods like cuckoo search, ant colony optimization, particle swarm optimization, and others can be used to optimize these predictive models to find the optimal process parameter combination. These machining and optimization processes are the future of manufacturing. Data-Driven Optimization of Manufacturing Processes contains the latest research on the application of state-of-the-art computational intelligence techniques from both predictive modeling and optimization viewpoint in both soft computing approaches and machining processes. The chapters provide solutions applicable to machining or manufacturing process problems and for optimizing the problems involved in other areas of mechanical, civil, and electrical engineering, making it a valuable reference tool. This book is addressed to engineers, scientists, practitioners, stakeholders, researchers, academicians, and students interested in the potential of recently developed powerful computational intelligence techniques towards improving the performance of machining processes.

Response Surface Methodology

Author : Raymond H. Myers
Publisher : John Wiley & Sons
ISBN 13 : 1118916034
Total Pages : 854 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Response Surface Methodology by : Raymond H. Myers

Download or read book Response Surface Methodology written by Raymond H. Myers and published by John Wiley & Sons. This book was released on 2016-01-04 with total page 854 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Third Edition: “This new third edition has been substantially rewritten and updated with new topics and material, new examples and exercises, and to more fully illustrate modern applications of RSM.” - Zentralblatt Math Featuring a substantial revision, the Fourth Edition of Response Surface Methodology: Process and Product Optimization Using Designed Experiments presents updated coverage on the underlying theory and applications of response surface methodology (RSM). Providing the assumptions and conditions necessary to successfully apply RSM in modern applications, the new edition covers classical and modern response surface designs in order to present a clear connection between the designs and analyses in RSM. With multiple revised sections with new topics and expanded coverage, Response Surface Methodology: Process and Product Optimization Using Designed Experiments, Fourth Edition includes: Many updates on topics such as optimal designs, optimization techniques, robust parameter design, methods for design evaluation, computer-generated designs, multiple response optimization, and non-normal responses Additional coverage on topics such as experiments with computer models, definitive screening designs, and data measured with error Expanded integration of examples and experiments, which present up-to-date software applications, such as JMP®, SAS, and Design-Expert®, throughout An extensive references section to help readers stay up-to-date with leading research in the field of RSM An ideal textbook for upper-undergraduate and graduate-level courses in statistics, engineering, and chemical/physical sciences, Response Surface Methodology: Process and Product Optimization Using Designed Experiments, Fourth Edition is also a useful reference for applied statisticians and engineers in disciplines such as quality, process, and chemistry.

Optimization of Manufacturing Processes

Author : Kapil Gupta
Publisher : Springer
ISBN 13 : 3030196380
Total Pages : 237 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Optimization of Manufacturing Processes by : Kapil Gupta

Download or read book Optimization of Manufacturing Processes written by Kapil Gupta and published by Springer. This book was released on 2019-06-25 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a detailed understanding of optimization methods as they are implemented in a variety of manufacturing, fabrication and machining processes. It covers the implementation of statistical methods, multi-criteria decision making methods and evolutionary techniques for single and multi-objective optimization to improve quality, productivity, and sustainability in manufacturing. It reports on the theoretical aspects, special features, recent research and latest development in the field. Optimization of Manufacturing Processes is a valuable source of information for researchers and practitioners, as it fills the gap where no dedicated book is available on intelligent manufacturing/modeling and optimization in manufacturing. Readers will develop an understanding of the implementation of statistical and evolutionary techniques for modeling and optimization in manufacturing.

Energy Optimization in Process Systems and Fuel Cells

Author : Stanislaw Sieniutycz
Publisher : Elsevier
ISBN 13 : 9780080982212
Total Pages : 0 pages
Book Rating : 4.9/5 (822 download)

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Book Synopsis Energy Optimization in Process Systems and Fuel Cells by : Stanislaw Sieniutycz

Download or read book Energy Optimization in Process Systems and Fuel Cells written by Stanislaw Sieniutycz and published by Elsevier. This book was released on 2013-02-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy Optimization in Process Systems and Fuel Cells, Second Edition covers the optimization and integration of energy systems, with a particular focus on fuel cell technology. With rising energy prices, imminent energy shortages, and increasing environmental impacts of energy production, energy optimization and systems integration is critically important. The book applies thermodynamics, kinetics and economics to study the effect of equipment size, environmental parameters, and economic factors on optimal power production and heat integration. Author Stanislaw Sieniutycz, highly recognized for his expertise and teaching, shows how costs can be substantially reduced, particularly in utilities common in the chemical industry. This second edition contains substantial revisions, with particular focus on the rapid progress in the field of fuel cells, related energy theory, and recent advances in the optimization and control of fuel cell systems.

Modeling, Analysis and Optimization of Process and Energy Systems

Author : F. Carl Knopf
Publisher : John Wiley & Sons
ISBN 13 : 1118121147
Total Pages : 798 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Modeling, Analysis and Optimization of Process and Energy Systems by : F. Carl Knopf

Download or read book Modeling, Analysis and Optimization of Process and Energy Systems written by F. Carl Knopf and published by John Wiley & Sons. This book was released on 2011-12-14 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy costs impact the profitability of virtually all industrial processes. Stressing how plants use power, and how that power is actually generated, this book provides a clear and simple way to understand the energy usage in various processes, as well as methods for optimizing these processes using practical hands-on simulations and a unique approach that details solved problems utilizing actual plant data. Invaluable information offers a complete energy-saving approach essential for both the chemical and mechanical engineering curricula, as well as for practicing engineers.

Business Information Systems

Author : Witold Abramowicz
Publisher : Springer
ISBN 13 : 3642218636
Total Pages : 313 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Business Information Systems by : Witold Abramowicz

Download or read book Business Information Systems written by Witold Abramowicz and published by Springer. This book was released on 2012-02-02 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the refereed proceedings of the 14th International Conference on Business Information Systems, BIS 2011, held in Poznań, Poland, in June 2011. The 25 revised full papers were carefully reviewed and selected from 57 submissions. Following this year's conference theme of "Towards Flexible, Personalized and Adaptive Business Applications," the contributions were grouped into eight sections on business rules, business process verification, business process variants and composition, business process improvement, data modeling and integration, Internet science, modern enterprises, and specific business information systems issues.