Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering

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Publisher : IGI Global
ISBN 13 : 1522547673
Total Pages : 644 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering by : Kim, Dookie

Download or read book Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering written by Kim, Dookie and published by IGI Global. This book was released on 2018-06-15 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: The disciplines of science and engineering rely heavily on the forecasting of prospective constraints for concepts that have not yet been proven to exist, especially in areas such as artificial intelligence. Obtaining quality solutions to the problems presented becomes increasingly difficult due to the number of steps required to sift through the possible solutions, and the ability to solve such problems relies on the recognition of patterns and the categorization of data into specific sets. Predictive modeling and optimization methods allow unknown events to be categorized based on statistics and classifiers input by researchers. The Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering is a critical reference source that provides comprehensive information on the use of optimization techniques and predictive models to solve real-life engineering and science problems. Through discussions on techniques such as robust design optimization, water level prediction, and the prediction of human actions, this publication identifies solutions to developing problems and new solutions for existing problems, making this publication a valuable resource for engineers, researchers, graduate students, and other professionals.

Optimization in Friction Stir Welding

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Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783843394987
Total Pages : 232 pages
Book Rating : 4.3/5 (949 download)

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Book Synopsis Optimization in Friction Stir Welding by : Cem Celal Tutum

Download or read book Optimization in Friction Stir Welding written by Cem Celal Tutum and published by LAP Lambert Academic Publishing. This book was released on 2011-02 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with the challenging multidisciplinary task of combining variant thermal and thermo-mechanical simulations for the manufacturing process of friction stir welding (FSW) with numerical optimization techniques in the search for optimal process parameters. The FSW process is characterized by multiphysics involving solid material flow, heat transfer, thermal softening, recrystallization and the formation of residual stresses. Initially, the thermal models were addressed since they in essence constitute the basis of all other models of FSW. Following this, several integrated thermo-mechanical models of the process were developed to simulate temperature and stress evolution during welding and subsequent cooling, i.e. eventually leading to the residual stress state and reduced mechanical properties, as well as to predict the final weld's load carrying capacity. These models were finally combined with classical single-objective and evolutionary multi-objective optimization algorithms (i.e. SQP and NSGA-II), to find the optimum process parameters (heat input, rotational and traverse welding speeds) that would result in favorable thermo-mechanical conditions for the process.

Handbook of Research on Advancements in the Processing, Characterization, and Application of Lightweight Materials

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Publisher : Engineering Science Reference
ISBN 13 : 9781799878643
Total Pages : 0 pages
Book Rating : 4.8/5 (786 download)

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Book Synopsis Handbook of Research on Advancements in the Processing, Characterization, and Application of Lightweight Materials by : Kaushik Kumar

Download or read book Handbook of Research on Advancements in the Processing, Characterization, and Application of Lightweight Materials written by Kaushik Kumar and published by Engineering Science Reference. This book was released on 2021-11-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book of contributed chapters will provide the resources necessary for processing, characterization and manufacturing using lightweight materials across the globe, offering recent advances in the field of light weight material usage and its recent developments"--

Monitoring and Optimizing the Surface Quality of Friction Stir Welds Using Machine Learning

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Publisher : utzverlag GmbH
ISBN 13 : 3831649499
Total Pages : 170 pages
Book Rating : 4.8/5 (316 download)

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Book Synopsis Monitoring and Optimizing the Surface Quality of Friction Stir Welds Using Machine Learning by : Roman Hartl

Download or read book Monitoring and Optimizing the Surface Quality of Friction Stir Welds Using Machine Learning written by Roman Hartl and published by utzverlag GmbH. This book was released on 2022-02-10 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Industrial and Production Engineering

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Publisher : Springer Nature
ISBN 13 : 9813343206
Total Pages : 976 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Advances in Industrial and Production Engineering by : Rakesh Kumar Phanden

Download or read book Advances in Industrial and Production Engineering written by Rakesh Kumar Phanden and published by Springer Nature. This book was released on 2021-03-21 with total page 976 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises the select proceedings of the 2nd International Conference on Future Learning Aspects of Mechanical Engineering (FLAME) 2020. In particular, this volume discusses different topics of industrial and production engineering such as sustainable manufacturing processes, logistics, Industry 4.0 practices, circular economy, lean six sigma, agile manufacturing, additive manufacturing, IoT and Big Data in manufacturing, 3D printing, simulation, manufacturing management and automation, surface roughness, multi-objective optimization and modelling for production processes, developments in casting, welding, machining, and machine tools. The contents of this book will be useful for researchers as well as industry professionals.

Process Optimization of Friction Stir Welding Based on Thermal Models

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (488 download)

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Book Synopsis Process Optimization of Friction Stir Welding Based on Thermal Models by : Anders Astrup Larsen

Download or read book Process Optimization of Friction Stir Welding Based on Thermal Models written by Anders Astrup Larsen and published by . This book was released on 2009 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Friction Stir Welding

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Publisher : Elsevier
ISBN 13 : 1845697715
Total Pages : 437 pages
Book Rating : 4.8/5 (456 download)

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Book Synopsis Friction Stir Welding by : Daniela Lohwasser

Download or read book Friction Stir Welding written by Daniela Lohwasser and published by Elsevier. This book was released on 2009-12-18 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Friction stir welding (FSW) is a highly important and recently developed joining technology that produces a solid phase bond. It uses a rotating tool to generate frictional heat that causes material of the components to be welded to soften without reaching the melting point and allows the tool to move along the weld line. Plasticized material is transferred from the leading edge to trailing edge of the tool probe, leaving a solid phase bond between the two parts. Friction stir welding: from basics to applications reviews the fundamentals of the process and how it is used in industrial applications.Part one discusses general issues with chapters on topics such as basic process overview, material deformation and joint formation in friction stir welding, inspection and quality control and friction stir welding equipment requirements and machinery descriptions as well as industrial applications of friction stir welding. A chapter giving an outlook on the future of friction stir welding is included in Part one. Part two reviews the variables in friction stir welding including residual stresses in friction stir welding, effects and defects of friction stir welds, modelling thermal properties in friction stir welding and metallurgy and weld performance.With its distinguished editors and international team of contributors, Friction stir welding: from basics to applications is a standard reference for mechanical, welding and materials engineers in the aerospace, automotive, railway, shipbuilding, nuclear and other metal fabrication industries, particularly those that use aluminium alloys. - Provides essential information on topics such as basic process overview, materials deformation and joint formation in friction stir welding - Inspection and quality control and friction stir welding equipment requirements are discussed as well as industrial applications of friction stir welding - Reviews the variables involved in friction stir welding including residual stresses, effects and defects of friction stir welds, modelling thermal properties, metallurgy and weld performance

Optimization in Industry

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Publisher : Springer
ISBN 13 : 3030016412
Total Pages : 355 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Optimization in Industry by : Shubhabrata Datta

Download or read book Optimization in Industry written by Shubhabrata Datta and published by Springer. This book was released on 2018-11-03 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes different approaches for solving industrial problems like product design, process optimization, quality enhancement, productivity improvement and cost minimization. Several optimization techniques are described. The book covers case studies on the applications of classical as well as evolutionary and swarm optimization tools for solving industrial issues. The content is very helpful for industry personnel, particularly engineers from the Operation, R&D and Quality Assurance sectors, and also the academic researchers of different engineering and/or business administration background.

Thermomechanical Modeling and Optimization of Friction Stir Welding

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (551 download)

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Book Synopsis Thermomechanical Modeling and Optimization of Friction Stir Welding by : Manthan Malde

Download or read book Thermomechanical Modeling and Optimization of Friction Stir Welding written by Manthan Malde and published by . This book was released on 2009 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Friction Stir Welding and Processing

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Publisher : ASM International
ISBN 13 : 1615030972
Total Pages : 360 pages
Book Rating : 4.6/5 (15 download)

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Book Synopsis Friction Stir Welding and Processing by : Rajiv S. Mishra

Download or read book Friction Stir Welding and Processing written by Rajiv S. Mishra and published by ASM International. This book was released on 2007-01-01 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the rapidly growing area of friction stir welding. It also addresses the use of the technology for other types of materials processing, including superplastic forming, casting modification, and surface treatments. The book has been prepared to serve as the first general reference on friction stir technology,. Information is provided on tools, machines, process modeling, material flow, microstructural development and properties. Materials addressed include aluminum alloys, titanium alloys, steels, nickel-base alloys, and copper alloys. The chapters have been written by the leading experts in this field, representing leading industrial companies and university and government research insititutions.

Advances in Friction-Stir Welding and Processing

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Publisher : Elsevier
ISBN 13 : 0857094556
Total Pages : 827 pages
Book Rating : 4.8/5 (57 download)

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Book Synopsis Advances in Friction-Stir Welding and Processing by : M.-K. Besharati-Givi

Download or read book Advances in Friction-Stir Welding and Processing written by M.-K. Besharati-Givi and published by Elsevier. This book was released on 2014-12-08 with total page 827 pages. Available in PDF, EPUB and Kindle. Book excerpt: Friction-stir welding (FSW) is a solid-state joining process primarily used on aluminum, and is also widely used for joining dissimilar metals such as aluminum, magnesium, copper and ferrous alloys. Recently, a friction-stir processing (FSP) technique based on FSW has been used for microstructural modifications, the homogenized and refined microstructure along with the reduced porosity resulting in improved mechanical properties. Advances in friction-stir welding and processing deals with the processes involved in different metals and polymers, including their microstructural and mechanical properties, wear and corrosion behavior, heat flow, and simulation. The book is structured into ten chapters, covering applications of the technology; tool and welding design; material and heat flow; microstructural evolution; mechanical properties; corrosion behavior and wear properties. Later chapters cover mechanical alloying and FSP as a welding and casting repair technique; optimization and simulation of artificial neural networks; and FSW and FSP of polymers. - Provides studies of the microstructural, mechanical, corrosion and wear properties of friction-stir welded and processed materials - Considers heat generation, heat flow and material flow - Covers simulation of FSW/FSP and use of artificial neural network in FSW/FSP

Recent Advancements in Geotechnical Engineering

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Publisher : Materials Research Forum LLC
ISBN 13 : 1644901617
Total Pages : 242 pages
Book Rating : 4.6/5 (449 download)

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Book Synopsis Recent Advancements in Geotechnical Engineering by : B. Soundara

Download or read book Recent Advancements in Geotechnical Engineering written by B. Soundara and published by Materials Research Forum LLC. This book was released on 2021-10-15 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geotechnical engineering has become an important discipline of civil engineering due to its rapid advancements and environmental challenges. Special emphasis is placed on innovative materials in the fields of geotechnical engineering, pavement engineering, health monitoring of structures and sustainability. Keywords: Green Building Materials, Cement Based Materials, Concrete Applications, Photocatalytic Effect on Paver Blocks, Stabilization of Black Cotton Soil, Concrete Filled Steel Tube Columns, Cenosphere, Fly Ash Brick, Stone Columns, Reinforced Concrete Beams, Interlocking Masonry Units, Lightweight Filler Materials, Soil Stabilization Using Fibres, Friction Stir Welding of Aluminum and Magnesium.

Friction Stir Welding and Processing X

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Publisher : Springer
ISBN 13 : 3030057526
Total Pages : 283 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Friction Stir Welding and Processing X by : Yuri Hovanski

Download or read book Friction Stir Welding and Processing X written by Yuri Hovanski and published by Springer. This book was released on 2019-02-11 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a compilation of the recent progress on friction stir technologies including high-temperature applications, industrial applications, dissimilar alloy/materials, lightweight alloys, simulation, control, characterization, and derivative technologies. The volume offers a current look at friction stir welding technology from application to characterization and from modeling to R&D. Contributions document advances in application, controls, and simulation of the friction stir process to aid researchers in seeing the current state-of-the-art.

Advances in Engineering Materials

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Publisher : Springer Nature
ISBN 13 : 9813360291
Total Pages : 672 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Advances in Engineering Materials by : Bhupendra Prakash Sharma

Download or read book Advances in Engineering Materials written by Bhupendra Prakash Sharma and published by Springer Nature. This book was released on 2021-04-16 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents select proceedings of the International Conference on Future Learning Aspects of Mechanical Engineering (FLAME 2020). This book, in particular, focuses on characterizing materials using novel techniques. It covers a variety of advanced materials, viz. composites, coatings, nanomaterials, materials for fuel cells, biomaterials among others. The book also discusses advanced characterization techniques like X-ray photoelectron, UV spectroscopy, scanning electron, atomic power, transmission electron and laser confocal scanning fluorescence microscopy, and gel electrophoresis chromatography. This book gives the readers an insight into advanced material processes and characterizations with special emphasis on nanotechnology.

Friction Stir Welding of Dissimilar Alloys and Materials

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Publisher : Butterworth-Heinemann
ISBN 13 : 0128026219
Total Pages : 135 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Friction Stir Welding of Dissimilar Alloys and Materials by : Nilesh Kulkarni

Download or read book Friction Stir Welding of Dissimilar Alloys and Materials written by Nilesh Kulkarni and published by Butterworth-Heinemann. This book was released on 2015-03-05 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will summarize research work carried out so far on dissimilar metallic material welding using friction stir welding (FSW). Joining of dissimilar alloys and materials are needed in many engineering systems and is considered quite challenging. Research in this area has shown significant benefit in terms of ease of processing, material mixing, and superior mechanical properties such as joint efficiencies. A summary of these results will be discussed along with potential guidelines for designers. - Explains solid phase process and distortion of work piece - Addresses dimensional stability and repeatability - Addresses joint strength - Covers metallurgical properties in the joint area - Covers fine microstructure - Introduces improved materials use (e.g., joining different thicknesses) - Covers decreased fuel consumption in light weight aircraft - Addresses automotive and ship applications

Advances in Structures, Systems and Materials

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Publisher : Springer Nature
ISBN 13 : 9811532540
Total Pages : 316 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Structures, Systems and Materials by : M. Vinyas

Download or read book Advances in Structures, Systems and Materials written by M. Vinyas and published by Springer Nature. This book was released on 2020-04-28 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select peer-reviewed papers from the International Conference on Emerging Research in Civil, Aeronautical and Mechanical Engineering (ERCAM-2019). The contents focus on the latest research trends in engineering materials, mechanics, structures and systems. A wide variety of interesting problems in civil, aeronautical and mechanical engineering have been addressed in this book through various experimental, numerical and analytical methods. The topics covered also provide insight into the challenges prevailing in the aforementioned engineering domains and the potential solutions to address those. Given the contents, the book is a valuable resource for students as well as researchers.

Control, Monitoring and Optimization of the Friction Stir Welding Process

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (955 download)

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Book Synopsis Control, Monitoring and Optimization of the Friction Stir Welding Process by : Livia Maria Serio

Download or read book Control, Monitoring and Optimization of the Friction Stir Welding Process written by Livia Maria Serio and published by . This book was released on 2014 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: