Design and Optimization of Mechanical Engineering Products

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Author :
Publisher : IGI Global
ISBN 13 : 1522534024
Total Pages : 347 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Design and Optimization of Mechanical Engineering Products by : Kumar, K.

Download or read book Design and Optimization of Mechanical Engineering Products written by Kumar, K. and published by IGI Global. This book was released on 2018-02-02 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: The success of any product sold to consumers is based, largely, on the longevity of the product. This concept can be extended by various methods of improvement including optimizing the initial creation structures which can lead to a more desired product and extend the product's time on the market. Design and Optimization of Mechanical Engineering Products is an essential research source that explores the structure and processes used in creating goods and the methods by which these goods are improved in order to continue competitiveness in the consumer market. Featuring coverage on a broad range of topics including modeling and simulation, new product development, and multi-criteria decision making, this publication is targeted toward students, practitioners, researchers, engineers, and academicians.

Mechanical Design Optimization Using Advanced Optimization Techniques

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Publisher : Springer Science & Business Media
ISBN 13 : 144712748X
Total Pages : 323 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Mechanical Design Optimization Using Advanced Optimization Techniques by : R. Venkata Rao

Download or read book Mechanical Design Optimization Using Advanced Optimization Techniques written by R. Venkata Rao and published by Springer Science & Business Media. This book was released on 2012-01-14 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mechanical design includes an optimization process in which designers always consider objectives such as strength, deflection, weight, wear, corrosion, etc. depending on the requirements. However, design optimization for a complete mechanical assembly leads to a complicated objective function with a large number of design variables. It is a good practice to apply optimization techniques for individual components or intermediate assemblies than a complete assembly. Analytical or numerical methods for calculating the extreme values of a function may perform well in many practical cases, but may fail in more complex design situations. In real design problems, the number of design parameters can be very large and their influence on the value to be optimized (the goal function) can be very complicated, having nonlinear character. In these complex cases, advanced optimization algorithms offer solutions to the problems, because they find a solution near to the global optimum within reasonable time and computational costs. Mechanical Design Optimization Using Advanced Optimization Techniques presents a comprehensive review on latest research and development trends for design optimization of mechanical elements and devices. Using examples of various mechanical elements and devices, the possibilities for design optimization with advanced optimization techniques are demonstrated. Basic and advanced concepts of traditional and advanced optimization techniques are presented, along with real case studies, results of applications of the proposed techniques, and the best optimization strategies to achieve best performance are highlighted. Furthermore, a novel advanced optimization method named teaching-learning-based optimization (TLBO) is presented in this book and this method shows better performance with less computational effort for the large scale problems. Mechanical Design Optimization Using Advanced Optimization Techniques is intended for designers, practitioners, managers, institutes involved in design related projects, applied research workers, academics, and graduate students in mechanical and industrial engineering and will be useful to the industrial product designers for realizing a product as it presents new models and optimization techniques to make tasks easier, logical, efficient and effective. .

Machine Design with CAD and Optimization

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119156661
Total Pages : 106 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Machine Design with CAD and Optimization by : Sayed M. Metwalli

Download or read book Machine Design with CAD and Optimization written by Sayed M. Metwalli and published by John Wiley & Sons. This book was released on 2021-04-22 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: MACHINE DESIGN WITH CAD AND OPTIMIZATION A guide to the new CAD and optimization tools and skills to generate real design synthesis of machine elements and systems Machine Design with CAD and Optimization offers the basic tools to design or synthesize machine elements and assembly of prospective elements in systems or products. It contains the necessary knowledge base, computer aided design, and optimization tools to define appropriate geometry and material selection of machine elements. A comprehensive text for each element includes: a chart, excel sheet, a MATLAB® program, or an interactive program to calculate the element geometry to guide in the selection of the appropriate material. The book contains an introduction to machine design and includes several design factors for consideration. It also offers information on the traditional rigorous design of machine elements. In addition, the author reviews the real design synthesis approach and offers material about stresses and material failure due to applied loading during intended performance. This comprehensive resource also contains an introduction to computer aided design and optimization. This important book: Provides the tools to perform a new direct design synthesis rather than design by a process of repeated analysis Contains a guide to knowledge-based design using CAD tools, software, and optimum component design for the new direct design synthesis of machine elements Allows for the initial suitable design synthesis in a very short time Delivers information on the utility of CAD and Optimization Accompanied by an online companion site including presentation files Written for students of engineering design, mechanical engineering, and automotive design. Machine Design with CAD and Optimization contains the new CAD and Optimization tools and defines the skills needed to generate real design synthesis of machine elements and systems on solid ground for better products and systems.

Mechanical Design Optimization Using Advanced Optimization Techniques

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1447127471
Total Pages : 323 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Mechanical Design Optimization Using Advanced Optimization Techniques by : R. Venkata Rao

Download or read book Mechanical Design Optimization Using Advanced Optimization Techniques written by R. Venkata Rao and published by Springer Science & Business Media. This book was released on 2012-01-15 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mechanical design includes an optimization process in which designers always consider objectives such as strength, deflection, weight, wear, corrosion, etc. depending on the requirements. However, design optimization for a complete mechanical assembly leads to a complicated objective function with a large number of design variables. It is a good practice to apply optimization techniques for individual components or intermediate assemblies than a complete assembly. Analytical or numerical methods for calculating the extreme values of a function may perform well in many practical cases, but may fail in more complex design situations. In real design problems, the number of design parameters can be very large and their influence on the value to be optimized (the goal function) can be very complicated, having nonlinear character. In these complex cases, advanced optimization algorithms offer solutions to the problems, because they find a solution near to the global optimum within reasonable time and computational costs. Mechanical Design Optimization Using Advanced Optimization Techniques presents a comprehensive review on latest research and development trends for design optimization of mechanical elements and devices. Using examples of various mechanical elements and devices, the possibilities for design optimization with advanced optimization techniques are demonstrated. Basic and advanced concepts of traditional and advanced optimization techniques are presented, along with real case studies, results of applications of the proposed techniques, and the best optimization strategies to achieve best performance are highlighted. Furthermore, a novel advanced optimization method named teaching-learning-based optimization (TLBO) is presented in this book and this method shows better performance with less computational effort for the large scale problems. Mechanical Design Optimization Using Advanced Optimization Techniques is intended for designers, practitioners, managers, institutes involved in design related projects, applied research workers, academics, and graduate students in mechanical and industrial engineering and will be useful to the industrial product designers for realizing a product as it presents new models and optimization techniques to make tasks easier, logical, efficient and effective. .

Engineering Design Optimization

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Author :
Publisher : Cambridge University Press
ISBN 13 : 110898861X
Total Pages : 653 pages
Book Rating : 4.1/5 (89 download)

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Book Synopsis Engineering Design Optimization by : Joaquim R. R. A. Martins

Download or read book Engineering Design Optimization written by Joaquim R. R. A. Martins and published by Cambridge University Press. This book was released on 2021-11-18 with total page 653 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on course-tested material, this rigorous yet accessible graduate textbook covers both fundamental and advanced optimization theory and algorithms. It covers a wide range of numerical methods and topics, including both gradient-based and gradient-free algorithms, multidisciplinary design optimization, and uncertainty, with instruction on how to determine which algorithm should be used for a given application. It also provides an overview of models and how to prepare them for use with numerical optimization, including derivative computation. Over 400 high-quality visualizations and numerous examples facilitate understanding of the theory, and practical tips address common issues encountered in practical engineering design optimization and how to address them. Numerous end-of-chapter homework problems, progressing in difficulty, help put knowledge into practice. Accompanied online by a solutions manual for instructors and source code for problems, this is ideal for a one- or two-semester graduate course on optimization in aerospace, civil, mechanical, electrical, and chemical engineering departments.

Advanced Design of Mechanical Systems: From Analysis to Optimization

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3211994610
Total Pages : 426 pages
Book Rating : 4.2/5 (119 download)

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Book Synopsis Advanced Design of Mechanical Systems: From Analysis to Optimization by : Jorge A.C. Ambrosio

Download or read book Advanced Design of Mechanical Systems: From Analysis to Optimization written by Jorge A.C. Ambrosio and published by Springer Science & Business Media. This book was released on 2009-11-25 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multibody systems are used extensively in the investigation of mechanical systems including structural and non-structural applications. It can be argued that among all the areas in solid mechanics the methodologies and applications associated to multibody dynamics are those that provide an ideal framework to aggregate d- ferent disciplines. This idea is clearly reflected, e. g. , in the multidisciplinary applications in biomechanics that use multibody dynamics to describe the motion of the biological entities, in finite elements where multibody dynamics provides - werful tools to describe large motion and kinematic restrictions between system components, in system control where the methodologies used in multibody dynamics are the prime form of describing the systems under analysis, or even in many - plications that involve fluid-structure interaction or aero elasticity. The development of industrial products or the development of analysis tools, using multibody dynamics methodologies, requires that the final result of the devel- ments are the best possible within some limitations, i. e. , they must be optimal. Furthermore, the performance of the developed systems must either be relatively insensitive to some of their design parameters or be sensitive in a controlled manner to other variables. Therefore, the sensitivity analysis of such systems is fundamental to support the decision making process. This book presents a broad range of tools for designing mechanical systems ranging from the kinematic and dynamic analysis of rigid and flexible multibody systems to their advanced optimization.

System Design Optimization for Product Manufacturing

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Publisher : Springer Science & Business Media
ISBN 13 : 1849960089
Total Pages : 208 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis System Design Optimization for Product Manufacturing by : Masataka Yoshimura

Download or read book System Design Optimization for Product Manufacturing written by Masataka Yoshimura and published by Springer Science & Business Media. This book was released on 2010-02-28 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Readers of System Design Optimization for Product Manufacturing will learn about detailed concepts and practical technologies that enable successful product design and manufacture. These concepts and technologies are based on system optimization methodologies that consider a broad range of mechanical, as well as human, factors. System Design Optimization for Product Manufacturing explains the methodologies behind current and future product manufacture. Its detailed explanations of key concepts are relevant not only for product design and manufacture, but also for other business fields. These core concepts and methodologies can be applied to practically any field where informed decision-making is important, and where a range of often conflicting factors must be carefully weighed and considered. System Design Optimization for Product Manufacturing can be used as a fundamental reference book by both engineers and students in the fields of manufacturing, design engineering, and product development.

Design and Optimization of Thermal Systems

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Publisher : CRC Press
ISBN 13 : 1420019481
Total Pages : 753 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Design and Optimization of Thermal Systems by : Yogesh Jaluria

Download or read book Design and Optimization of Thermal Systems written by Yogesh Jaluria and published by CRC Press. This book was released on 2007-12-13 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thermal systems play an increasingly symbiotic role alongside mechanical systems in varied applications spanning materials processing, energy conversion, pollution, aerospace, and automobiles. Responding to the need for a flexible, yet systematic approach to designing thermal systems across such diverse fields, Design and Optimization of Thermal

Design, Development, and Optimization of Bio-Mechatronic Engineering Products

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Author :
Publisher : IGI Global
ISBN 13 : 1522582363
Total Pages : 312 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Design, Development, and Optimization of Bio-Mechatronic Engineering Products by : Kumar, Kaushik

Download or read book Design, Development, and Optimization of Bio-Mechatronic Engineering Products written by Kumar, Kaushik and published by IGI Global. This book was released on 2019-03-15 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomechanical engineering is involved with creating and producing a variety of products in everyday use, from environmentally safe plastics to various foods, fabrics, and medicines. A combination of engineering and biology, it is a fast-growing field with many new and exciting opportunities in genetic engineering and biotechnology. However, research surrounding biomechanical applications is scattered and often restricted, leading to the need for a comprehensive publication of the recent advances and developments in this emerging field. Design, Development, and Optimization of Bio-Mechatronic Engineering Products provides pivotal research on the application of combining mechanical engineering with human biological systems in order to develop bio-mechatronic products like pacemakers, artificial kidney replacements, artificial hearts, and new joints or limbs to better and more accurately monitor and advance human health. While highlighting topics such as orthotic devices, inter-electrode gap, and biomaterial applications, this publication explores producing artificial material to work in sync with the human body. This book is ideally designed for engineers, health professionals, technology developers, researchers, academicians, and students.

Designing Engineering Structures using Stochastic Optimization Methods

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Publisher : CRC Press
ISBN 13 : 1000095851
Total Pages : 237 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Designing Engineering Structures using Stochastic Optimization Methods by : Levent Aydin

Download or read book Designing Engineering Structures using Stochastic Optimization Methods written by Levent Aydin and published by CRC Press. This book was released on 2020-04-27 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Among all aspects of engineering, design is the most important step in developing a new product. A systematic approach to managing design issues can only be accomplished by applying mathematical optimization methods. Furthermore, due to the practical issues in engineering problems, there are limitations in using traditional methods. As such, stochastic optimization methods such as differential evolution, simulated annealing, and genetic algorithms are preferable in finding solutions in design optimization problems. This book reviews mechanical engineering design optimization using stochastic methods. It introduces students and design engineers to practical aspects of complicated mathematical optimization procedures, and outlines steps for wide range of selected engineering design problems. It shows how engineering structures are systematically designed. Many new engineering design applications based on stochastic optimization techniques in automotive, energy, military, naval, manufacturing process and fluids-heat transfer, are described in the book. For each design optimization problem described, background is provided for understanding the solutions. There are very few books on optimization that include engineering applications. They cover limited applications, and that too of well-known design problems of advanced and niche nature. Common problems are hardly addressed. Thus, the subject has remained fairly theoretical. To overcome this, each chapter in this book is contributed by at least one academic and one industrial expert researcher.

Recent Advances in Integrated Design and Manufacturing in Mechanical Engineering

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Publisher : Springer Science & Business Media
ISBN 13 : 940170161X
Total Pages : 541 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Recent Advances in Integrated Design and Manufacturing in Mechanical Engineering by : Grigore Gogu

Download or read book Recent Advances in Integrated Design and Manufacturing in Mechanical Engineering written by Grigore Gogu and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent advances in the integration and the optimization of product design and manufacturing systems. The book is divided into 3 chapters corresponding to the following three main topics : - optimization of product design process (mechanical design process, mass customization, modeling the product representation, computer support for engineering design, support systems for tolerancing, simulation and optimization tools for structures and for mechanisms and robots), -optimization of manufacturing systems (multi-criteria optimization and fuzzy volumes, tooth path generation, machine-tools behavior, surface integrity and precision, process simulation), - methodological aspects of integrated design and manufacturing (solid modeling, collaborative tools and knowledge formalization, integrating product and process design and innovation, robust and reliable design, multi-agent approach in VR environment). The present book is of interest to engineers, researchers, academic staff, and postgraduate students interested in integrated design and manufacturing in mechanical engineering.

Manufacturing Engineering: Principles For Optimization

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Publisher : CRC Press
ISBN 13 : 9781560323013
Total Pages : 444 pages
Book Rating : 4.3/5 (23 download)

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Book Synopsis Manufacturing Engineering: Principles For Optimization by : Daniel T. Koenig

Download or read book Manufacturing Engineering: Principles For Optimization written by Daniel T. Koenig and published by CRC Press. This book was released on 1994-08-01 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers instruction in manufacturing engineering management strategies to help the student optimize future manufacturing processes and procedures. This edition includes innovations that have changed management's approach toward the uses of manufacturing engineering within the business continuum.

Design, Development, and Optimization of Bio-Mechatronic Engineering Products

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Publisher :
ISBN 13 : 9781523126057
Total Pages : 332 pages
Book Rating : 4.1/5 (26 download)

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Book Synopsis Design, Development, and Optimization of Bio-Mechatronic Engineering Products by : Kaushik Kumar

Download or read book Design, Development, and Optimization of Bio-Mechatronic Engineering Products written by Kaushik Kumar and published by . This book was released on 2019 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomechanical engineering is involved with creating and producing a variety of products in everyday use, from environmentally safe plastics to various foods, fabrics, and medicines. A combination of engineering and biology, it is a fast-growing field with many new and exciting opportunities in genetic engineering and biotechnology. However, research surrounding biomechanical applications is scattered and often restricted, leading to the need for a comprehensive publication of the recent advances and developments in this emerging field. Design, Development, and Optimization of Bio-Mechatronic E.

Engineering Optimization

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Publisher : New Age International
ISBN 13 : 9788122411492
Total Pages : 936 pages
Book Rating : 4.4/5 (114 download)

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Book Synopsis Engineering Optimization by : S. S. Rao

Download or read book Engineering Optimization written by S. S. Rao and published by New Age International. This book was released on 2000 with total page 936 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Rigorous Mathematical Approach To Identifying A Set Of Design Alternatives And Selecting The Best Candidate From Within That Set, Engineering Optimization Was Developed As A Means Of Helping Engineers To Design Systems That Are Both More Efficient And Less Expensive And To Develop New Ways Of Improving The Performance Of Existing Systems.Thanks To The Breathtaking Growth In Computer Technology That Has Occurred Over The Past Decade, Optimization Techniques Can Now Be Used To Find Creative Solutions To Larger, More Complex Problems Than Ever Before. As A Consequence, Optimization Is Now Viewed As An Indispensable Tool Of The Trade For Engineers Working In Many Different Industries, Especially The Aerospace, Automotive, Chemical, Electrical, And Manufacturing Industries.In Engineering Optimization, Professor Singiresu S. Rao Provides An Application-Oriented Presentation Of The Full Array Of Classical And Newly Developed Optimization Techniques Now Being Used By Engineers In A Wide Range Of Industries. Essential Proofs And Explanations Of The Various Techniques Are Given In A Straightforward, User-Friendly Manner, And Each Method Is Copiously Illustrated With Real-World Examples That Demonstrate How To Maximize Desired Benefits While Minimizing Negative Aspects Of Project Design.Comprehensive, Authoritative, Up-To-Date, Engineering Optimization Provides In-Depth Coverage Of Linear And Nonlinear Programming, Dynamic Programming, Integer Programming, And Stochastic Programming Techniques As Well As Several Breakthrough Methods, Including Genetic Algorithms, Simulated Annealing, And Neural Network-Based And Fuzzy Optimization Techniques.Designed To Function Equally Well As Either A Professional Reference Or A Graduate-Level Text, Engineering Optimization Features Many Solved Problems Taken From Several Engineering Fields, As Well As Review Questions, Important Figures, And Helpful References.Engineering Optimization Is A Valuable Working Resource For Engineers Employed In Practically All Technological Industries. It Is Also A Superior Didactic Tool For Graduate Students Of Mechanical, Civil, Electrical, Chemical And Aerospace Engineering.

Multidisciplinary Design Optimization Supported by Knowledge Based Engineering

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Publisher : John Wiley & Sons
ISBN 13 : 1118897099
Total Pages : 392 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Multidisciplinary Design Optimization Supported by Knowledge Based Engineering by : Jaroslaw Sobieszczanski-Sobieski

Download or read book Multidisciplinary Design Optimization Supported by Knowledge Based Engineering written by Jaroslaw Sobieszczanski-Sobieski and published by John Wiley & Sons. This book was released on 2017-05-08 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multidisciplinary Design Optimization supported by Knowledge Based Engineering supports engineers confronting this daunting and new design paradigm. It describes methodology for conducting a system design in a systematic and rigorous manner that supports human creativity to optimize the design objective(s) subject to constraints and uncertainties. The material presented builds on decades of experience in Multidisciplinary Design Optimization (MDO) methods, progress in concurrent computing, and Knowledge Based Engineering (KBE) tools. Key features: Comprehensively covers MDO and is the only book to directly link this with KBE methods Provides a pathway through basic optimization methods to MDO methods Directly links design optimization methods to the massively concurrent computing technology Emphasizes real world engineering design practice in the application of optimization methods Multidisciplinary Design Optimization supported by Knowledge Based Engineering is a one-stop-shop guide to the state-of-the-art tools in the MDO and KBE disciplines for systems design engineers and managers. Graduate or post-graduate students can use it to support their design courses, and researchers or developers of computer-aided design methods will find it useful as a wide-ranging reference.

Integrated Design and Manufacturing in Mechanical Engineering '98

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Publisher : Springer Science & Business Media
ISBN 13 : 9780792360247
Total Pages : 684 pages
Book Rating : 4.3/5 (62 download)

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Book Synopsis Integrated Design and Manufacturing in Mechanical Engineering '98 by : Jean-Louis Batoz

Download or read book Integrated Design and Manufacturing in Mechanical Engineering '98 written by Jean-Louis Batoz and published by Springer Science & Business Media. This book was released on 1999-11-30 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to the optimization of product design and manufacturing. It contains selected and carefully composed articles based on presentations given at the IDMME conference, held in Compiègne University of Technology, France, in 1998. The authors are all involved in cutting-edge research in their respective fields of specialization. The integration of manufacturing constraints and their optimization in the design process is becoming more and more widespread in the development of mechanical products or systems. There is a clear industrial need for these kinds of methodologies. Important - but still unsolved - problems are related to the definition of design processes, the choice of optimal manufacturing processes, and their integration through coherent methodologies in adapted environments. The main topics addressed in this book are: analysis and optimization of mechanical parts and products (computational structural mechanics, optimum design of structures, finite element solvers, computer-aided geometry, modeling and synthesis of mechanisms); analysis and optimization for fabrication and manufacturing systems (modeling of forming processes, modeling for control and measurement, tolerancing and assembly in manufacturing, off-line programming and optimal parameters for machining, robotics, welding); methodological aspects of integrated design and manufacturing (new methodologies for design with constraints, communication tools, training applications, computer-aided manufacturing). Apart from giving a thorough theoretical background, a very important theme is the relation between research and industrial applications. The book is of interest for engineers, researchers and PhD students who are involved in the optimization of design and manufacturing processes.

Surrogate Model-Based Engineering Design and Optimization

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Author :
Publisher : Springer Nature
ISBN 13 : 9811507317
Total Pages : 240 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Surrogate Model-Based Engineering Design and Optimization by : Ping Jiang

Download or read book Surrogate Model-Based Engineering Design and Optimization written by Ping Jiang and published by Springer Nature. This book was released on 2019-11-01 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers some of the most popular methods in design space sampling, ensembling surrogate models, multi-fidelity surrogate model construction, surrogate model selection and validation, surrogate-based robust design optimization, and surrogate-based evolutionary optimization. Surrogate or metamodels are now frequently used in complex engineering product design to replace expensive simulations or physical experiments. They are constructed from available input parameter values and the corresponding output performance or quantities of interest (QOIs) to provide predictions based on the fitted or interpolated mathematical relationships. The book highlights a range of methods for ensembling surrogate and multi-fidelity models, which offer a good balance between surrogate modeling accuracy and building cost. A number of real-world engineering design problems, such as three-dimensional aircraft design, are also provided to illustrate the ability of surrogates for supporting complex engineering design. Lastly, illustrative examples are included throughout to help explain the approaches in a more “hands-on” manner.