Machine Learning For Camera Based Monitoring Of Laser Welding Processes

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Machine Learning for Camera-Based Monitoring of Laser Welding Processes

Author : Hartung, Julia
Publisher : KIT Scientific Publishing
ISBN 13 : 3731513331
Total Pages : 258 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Machine Learning for Camera-Based Monitoring of Laser Welding Processes by : Hartung, Julia

Download or read book Machine Learning for Camera-Based Monitoring of Laser Welding Processes written by Hartung, Julia and published by KIT Scientific Publishing. This book was released on 2024-03-08 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increasing use of automated laser welding processes causes high demands on process monitoring. This work demonstrates methods that use a camera mounted on the focussing optics to perform pre-, in-, and post-process monitoring of welding processes. The implementation uses machine learning methods. All algorithms consider the integration into industrial processes. These challenges include a small database, limited industrial manufacturing inference hardware, and user acceptance.

Machine Learning for Camera-based Monitoring of Laser Welding Processes

Author : Julia Hartung
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Machine Learning for Camera-based Monitoring of Laser Welding Processes by : Julia Hartung

Download or read book Machine Learning for Camera-based Monitoring of Laser Welding Processes written by Julia Hartung and published by . This book was released on 2023* with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational, label, and data efficiency in deep learning for sparse 3D data

Author : Li, Lanxiao
Publisher : KIT Scientific Publishing
ISBN 13 : 3731513463
Total Pages : 256 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Computational, label, and data efficiency in deep learning for sparse 3D data by : Li, Lanxiao

Download or read book Computational, label, and data efficiency in deep learning for sparse 3D data written by Li, Lanxiao and published by KIT Scientific Publishing. This book was released on 2024-05-13 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is widely applied to sparse 3D data to perform challenging tasks, e.g., 3D object detection and semantic segmentation. However, the high performance of deep learning comes with high costs, including computational costs and the effort to capture and label data. This work investigates and improves the efficiency of deep learning for sparse 3D data to overcome the obstacles to the further development of this technology.

Intelligent Systems and Applications

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3031663292
Total Pages : 727 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Intelligent Systems and Applications by : Kohei Arai

Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer Nature. This book was released on with total page 727 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Key Technologies of Intelligentized Welding Manufacturing

Author : Zongyao Chen
Publisher : Springer Nature
ISBN 13 : 9811564914
Total Pages : 103 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Key Technologies of Intelligentized Welding Manufacturing by : Zongyao Chen

Download or read book Key Technologies of Intelligentized Welding Manufacturing written by Zongyao Chen and published by Springer Nature. This book was released on 2020-07-14 with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the application of vision-sensing technologies in welding processes, one of the key technologies in intelligent welding manufacturing. Gas tungsten arc welding (GTAW) is one of the main welding techniques and has a wide range of applications in the manufacturing industry. As such, the book also explores the application of AI technologies, such as vision sensing and machine learning, in GTAW process sensing and feature extraction and monitoring, and presents the state-of-the-art in computer vision, image processing and machine learning to detect welding defects using non-destructive methods in order to improve welding productivity. Featuring the latest research from ORNL (Oak Ridge National Laboratory) using digital image correlation technology, this book will appeal to researchers, scientists and engineers in the field of advanced manufacturing.

Italian Manufacturing Association Conference

Author : Luigi Maria Galantucci
Publisher : Materials Research Forum LLC
ISBN 13 : 1644902702
Total Pages : 514 pages
Book Rating : 4.6/5 (449 download)

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Book Synopsis Italian Manufacturing Association Conference by : Luigi Maria Galantucci

Download or read book Italian Manufacturing Association Conference written by Luigi Maria Galantucci and published by Materials Research Forum LLC. This book was released on 2023-10-15 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents new advances in the field of manufacturing technologies. It focuses on the design and engineering of manufacturing processes; additive manufacturing and reverse engineering; assembly, disassembly and circular processes; system simulation, optimization and digital manufacturing; and materials processing technology. Keywords: Human Robot, Short Term Production Planning, Thermoplastic Composite Components, Compostable Materials, Diffusion Bonding, Superplastic Forming, Hardening Technologies, Physical Simulation Tests, Numerical Model, Dissimilar Material Welding, Additive Manufacturing, Laser Powder Bed Fusion, Fused Deposition Modeling, Laser Sintering, Fused Filament Fabrication, Manufacturing System Laser Welding, Wind Blades, Bandsaw Machine, PVC Tubes, Submerged Arc Welding, Multi-Layered Coatings, Cryogenics, Metal Piercing, Picosecond Laser Processing, Carbon Nanotube; Fiber Reinforced Composites, Tools With Complex Geometry. Carbon/Epoxy Composite, Rheological Additives, PP/flax Fibers, Human Well-being, Extruded Rods & Pipes, Laser Welding, E-mobility, WAAM Process, Glass Fiber.

Tailored Light 2

Author : Reinhart Poprawe
Publisher : Springer Nature
ISBN 13 : 3030983234
Total Pages : 894 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Tailored Light 2 by : Reinhart Poprawe

Download or read book Tailored Light 2 written by Reinhart Poprawe and published by Springer Nature. This book was released on 2023-11-05 with total page 894 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the application technology of lasers, focusing more on the vast range of processes than on individual applications, in order to motivate and enable future innovations. The physical basics are presented in the first half of the book. The following examination of application categories and their processes is documented by experts from their practical points of view but always refers back to the underlying physical principles. In this way, readers are free to choose their own individual level of depth in understanding this globally relevant field of innovation. This new edition of Tailored Light 2: Laser Applications birings the book up to date with the latest applications of laster technology.

Transactions on Intelligent Welding Manufacturing

Author : Shanben Chen
Publisher : Springer Nature
ISBN 13 : 9811961492
Total Pages : 110 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Transactions on Intelligent Welding Manufacturing by : Shanben Chen

Download or read book Transactions on Intelligent Welding Manufacturing written by Shanben Chen and published by Springer Nature. This book was released on 2022-12-09 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: The primary aim of this volume is to provide researchers and engineers from both academic and industry with up-to-date coverage of new results in the field of robotic welding, intelligent systems and automation. The book is mainly based on papers selected from the 2020 International Conference on Robotic Welding, Intelligence and Automation (RWIA’2020) in Shanghai and Lanzhou, China. The articles show that the intelligentized welding manufacturing (IWM) is becoming an inevitable trend with the intelligentized robotic welding as the key technology. The volume is divided into four logical parts: Intelligent Techniques for Robotic Welding, Sensing of Arc Welding Processing, Modeling and Intelligent Control of Welding Processing, as well as Intelligent Control and its Applications in Engineering.

Pole Project Report

Author :
Publisher :
ISBN 13 :
Total Pages : 72 pages
Book Rating : 4.:/5 (86 download)

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Book Synopsis Pole Project Report by :

Download or read book Pole Project Report written by and published by . This book was released on 1991 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Welding

Author : Sadek Alfaro
Publisher : BoD – Books on Demand
ISBN 13 : 1838818952
Total Pages : 272 pages
Book Rating : 4.8/5 (388 download)

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Book Synopsis Welding by : Sadek Alfaro

Download or read book Welding written by Sadek Alfaro and published by BoD – Books on Demand. This book was released on 2021-01-14 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The welding process is used by manufacturing companies worldwide. Due to this broad application, many studies have been carried out in various fields to improve the quality and reduce the cost of welded components and structures. Welding is a complex and non-linear physical and mechanistic process. This book relates the importance of automation and control in welding processes, highlights some modern processes, and shows, among other influential welding factors, the importance of metal thermomechanical processing studies.

Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology Nexus

Author : Kyoung-Yun Kim
Publisher : Springer Nature
ISBN 13 : 3031183266
Total Pages : 427 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology Nexus by : Kyoung-Yun Kim

Download or read book Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology Nexus written by Kyoung-Yun Kim and published by Springer Nature. This book was released on 2022-10-12 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. It gathers the first volume of the proceedings of the 31st edition of the International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2022, held on June 19 – 23, 2022, in Detroit, Michigan, USA. Covering four thematic areas including Manufacturing Processes, Machine Tools, Manufacturing Systems, and Enabling Technologies, it reports on advanced manufacturing processes, and innovative materials for 3D printing, applications of machine learning, artificial intelligence and mixed reality in various production sectors, as well as important issues in human-robot collaboration, including methods for improving safety. Contributions also cover strategies to improve quality control, supply chain management and training in the manufacturing industry, and methods supporting circular supply chain and sustainable manufacturing. All in all, this book provides academicians, engineers and professionals with extensive information on both scientific and industrial advances in the converging fields of manufacturing, production, and automation.

Smart Systems

Author : Faisal Talib
Publisher : CRC Press
ISBN 13 : 1040085458
Total Pages : 294 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Smart Systems by : Faisal Talib

Download or read book Smart Systems written by Faisal Talib and published by CRC Press. This book was released on 2024-07-24 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: The focus of this book is to cover the fundamentals, methodological approaches, and diverse applications of smart systems. Smart Systems discusses important topics such as the Internet of Things-enabled smart systems, artificial intelligence, ergonomics, digital twin, and quality assurance frameworks in smart systems. It addresses methodological approaches in diverse sectors such as service, agriculture, product design, and development. This book: Discusses important concepts such as customer satisfaction, product design, and product lifestyle management in a comprehensive manner Presents methodological techniques like optimization approaches, qualitative approaches, and multi-criteria decision-making Examines critical issues, including sustainability, ergonomics, quality assurance, and accuracy Covers the Internet of Things-enabled smart systems and artificial intelligence in smart systems Elaborates on management strategies, and quality assurance framework for smart systems The text is primarily written for senior undergraduate/graduate students, and academic researchers in the fields of mechanical engineering, manufacturing engineering, industrial engineering, production engineering, and aerospace engineering.

Proceedings of Second International Conference in Mechanical and Energy Technology

Author : Sanjay Yadav
Publisher : Springer Nature
ISBN 13 : 9811901082
Total Pages : 574 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of Second International Conference in Mechanical and Energy Technology by : Sanjay Yadav

Download or read book Proceedings of Second International Conference in Mechanical and Energy Technology written by Sanjay Yadav and published by Springer Nature. This book was released on 2022-06-26 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected peer-reviewed papers from the International Conference on Mechanical and Energy Technologies, which was held on October 28–29, 2021, at Galgotias College of Engineering and Technology, Greater Noida, India. The book reports on the latest developments in the field of mechanical and energy technology in contributions prepared by experts from academia and industry. The broad range of topics covered includes aerodynamics and fluid mechanics, artificial intelligence, nonmaterial and nonmanufacturing technologies, rapid manufacturing technologies and prototyping, remanufacturing, renewable energies technologies, metrology and computer-aided inspection, etc. Accordingly, the book offers a valuable resource for researchers in various fields, especially mechanical and industrial engineering, and energy technologies.

The Monetization of Technical Data

Author : Daniel Trauth
Publisher : Springer Nature
ISBN 13 : 3662665093
Total Pages : 659 pages
Book Rating : 4.6/5 (626 download)

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Book Synopsis The Monetization of Technical Data by : Daniel Trauth

Download or read book The Monetization of Technical Data written by Daniel Trauth and published by Springer Nature. This book was released on 2023-01-01 with total page 659 pages. Available in PDF, EPUB and Kindle. Book excerpt: The monetization of data is a very young topic, for which there are only very few case studies. There is a lack of strategy or concept that shows decision-makers the way into the monetization of data, especially those who have discovered or are threatened by the digital transformation or Industry 4.0. Because machine data is usually unstructured and not usable without domain knowledge/metadata, the monetization of machine data has an as yet unquantifiable potential. In order to make this potential tangible, this work describes not only contributions from science, but also practical examples from industry. Based on different examples from various industries, the reader can already become part of a future data economy today. Values and benefits are described in detail. The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content.

Additive Manufacturing

Author : Kun Zhou
Publisher : Springer Nature
ISBN 13 : 3031047214
Total Pages : 334 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Additive Manufacturing by : Kun Zhou

Download or read book Additive Manufacturing written by Kun Zhou and published by Springer Nature. This book was released on 2022-10-31 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the advances of additive manufacturing in the applications of wearable electronics, energy storage, biomedical implants and devices, drug delivery, and technologies for 4D printing, large-scale printing, and ceramics printing. It provides timely insights into the materials, functionalities, and applications of additive manufacturing.

Laser-based Technologies for Sustainable Manufacturing

Author : Avinash Kumar
Publisher : CRC Press
ISBN 13 : 100090797X
Total Pages : 215 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Laser-based Technologies for Sustainable Manufacturing by : Avinash Kumar

Download or read book Laser-based Technologies for Sustainable Manufacturing written by Avinash Kumar and published by CRC Press. This book was released on 2023-07-26 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides scientific and technological insights on novel techniques of design and manufacturing using laser technologies. It showcases applications of laser micromachining in the biomedical industry, laser-based manufacturing processes in aerospace engineering, and high-precision laser-cutting in the home appliance sector. Features: Each chapter discusses a specific engineering problem and showcases its numerical, and experimental solution Provides scientific and technological insights on novel routes of design and manufacturing using laser technologies Synergizes exploration related to the various properties and functionalities through extensive theoretical and numerical modeling Highlights current issues, developments, and constraints in additive manufacturing Discusses applications of laser cutting machines in the manufacturing industry and laser micromachining for the biomedical industry The text discusses optical, and laser-based green manufacturing technologies and their application in diverse engineering fields including mechanical, electrical, biomedical, and computer. It further covers sustainability issues in laser-based manufacturing technologies and the development of laser-based ultra-precision manufacturing techniques. The text also discusses the use of artificial intelligence and machine learning in laser-based manufacturing techniques. It will serve as an ideal reference text for senior undergraduate, graduate students, and researchers in fields including mechanical engineering, aerospace engineering, manufacturing engineering, and production engineering.

Sustainable Production Through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning

Author : J. Andersson
Publisher : IOS Press
ISBN 13 : 1643685112
Total Pages : 750 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Sustainable Production Through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning by : J. Andersson

Download or read book Sustainable Production Through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning written by J. Andersson and published by IOS Press. This book was released on 2024-05-07 with total page 750 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collaboration between those working in product development and production is essential for successful product realization. The Swedish Production Academy (SPA) was founded in 2006 with the aim of driving and developing production research and higher education in Sweden, and increasing national cooperation in research and education within the area of production. This book presents the proceedings of SPS2024, the 11th Swedish Production Symposium, held from 23 to 26 April 2024 in Trollhättan, Sweden. The conference provided a platform for SPA members, as well as for professionals from industry and academia interested in production research and education from around the world, to share insights and ideas. The title and overarching theme of SPS2024 was Sustainable Production through Advanced Manufacturing, Intelligent Automation and Work Integrated Learning, and the conference emphasized stakeholder value, the societal role of industry, worker wellbeing, and environmental sustainability, in alignment with the European Commission's vision for the future of manufacturing. The 59 papers included here were accepted for publication and presentation at the symposium after a thorough review process. They are divided into 6 sections reflecting the thematic areas of the conference, which were: sustainable manufacturing, smart production and automation, digitalization for efficient product realization, circular production, industrial transformation for sustainability, and the integration of education and research. Highlighting the latest developments and advances in automation and sustainable production, the book will be of interest to all those working in the field.