Detection And Segmentation Of Manufacturing Defects With Convolutional Neural Networks And Transfer Learning

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Proceedings of Emerging Trends and Technologies on Intelligent Systems

Author : Arti Noor
Publisher : Springer Nature
ISBN 13 : 9811630976
Total Pages : 361 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of Emerging Trends and Technologies on Intelligent Systems by : Arti Noor

Download or read book Proceedings of Emerging Trends and Technologies on Intelligent Systems written by Arti Noor and published by Springer Nature. This book was released on 2021-10-01 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected papers presented at the International Conference on Emerging Trends and Technologies on Intelligent Systems (ETTIS 2021) held from 4 – 5 March 2021 in online mode at C-DAC, Noida, India. The book includes current research works in the areas of artificial intelligence, big data, cyber-physical systems, and security in industrial/real-world settings. The book illustrates on-going research results, projects, surveying works, and industrial experiences that describe significant advances in all of the related areas.

Advances in Computational Intelligence

Author : Ignacio Rojas
Publisher : Springer
ISBN 13 : 3030205185
Total Pages : 938 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Advances in Computational Intelligence by : Ignacio Rojas

Download or read book Advances in Computational Intelligence written by Ignacio Rojas and published by Springer. This book was released on 2019-06-05 with total page 938 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control, and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.

Computer Vision for X-Ray Testing

Author : Domingo Mery
Publisher : Springer Nature
ISBN 13 : 3030567699
Total Pages : 473 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Computer Vision for X-Ray Testing by : Domingo Mery

Download or read book Computer Vision for X-Ray Testing written by Domingo Mery and published by Springer Nature. This book was released on 2020-12-21 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: [FIRST EDITION] This accessible textbook presents an introduction to computer vision algorithms for industrially-relevant applications of X-ray testing. Features: introduces the mathematical background for monocular and multiple view geometry; describes the main techniques for image processing used in X-ray testing; presents a range of different representations for X-ray images, explaining how these enable new features to be extracted from the original image; examines a range of known X-ray image classifiers and classification strategies; discusses some basic concepts for the simulation of X-ray images and presents simple geometric and imaging models that can be used in the simulation; reviews a variety of applications for X-ray testing, from industrial inspection and baggage screening to the quality control of natural products; provides supporting material at an associated website, including a database of X-ray images and a Matlab toolbox for use with the book’s many examples.

Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems

Author : Hamid Reza Karimi
Publisher : Academic Press
ISBN 13 : 0128224886
Total Pages : 421 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems by : Hamid Reza Karimi

Download or read book Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems written by Hamid Reza Karimi and published by Academic Press. This book was released on 2021-06-05 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fault Diagnosis and Prognosis Techniques for Complex Engineering Systems gives a systematic description of the many facets of envisaging, designing, implementing, and experimentally exploring emerging trends in fault diagnosis and failure prognosis in mechanical, electrical, hydraulic and biomedical systems. The book is devoted to the development of mathematical methodologies for fault diagnosis and isolation, fault tolerant control, and failure prognosis problems of engineering systems. Sections present new techniques in reliability modeling, reliability analysis, reliability design, fault and failure detection, signal processing, and fault tolerant control of engineering systems. Sections focus on the development of mathematical methodologies for diagnosis and prognosis of faults or failures, providing a unified platform for understanding and applicability of advanced diagnosis and prognosis methodologies for improving reliability purposes in both theory and practice, such as vehicles, manufacturing systems, circuits, flights, biomedical systems. This book will be a valuable resource for different groups of readers – mechanical engineers working on vehicle systems, electrical engineers working on rotary machinery systems, control engineers working on fault detection systems, mathematicians and physician working on complex dynamics, and many more. - Presents recent advances of theory, technological aspects, and applications of advanced diagnosis and prognosis methodologies in engineering applications - Provides a series of the latest results, including fault detection, isolation, fault tolerant control, failure prognosis of components, and more - Gives numerical and simulation results in each chapter to reflect engineering practices

Sheet Metal 2023

Author : Marion Merklein
Publisher : Materials Research Forum LLC
ISBN 13 : 1644902419
Total Pages : 486 pages
Book Rating : 4.6/5 (449 download)

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Book Synopsis Sheet Metal 2023 by : Marion Merklein

Download or read book Sheet Metal 2023 written by Marion Merklein and published by Materials Research Forum LLC. This book was released on 2023-04-02 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents recent advances in the following areas: High speed cutting and forming of sheet metals, Incremental forming, Joining by forming, Material characterization, Modelling, Presses and press tools, Processes, Quality and reliability, Sustainability. Keywords: Sheet Metals, High Speed Cutting, Forming, Joining, Characterization, Modelling, Presses, Press Tools, Quality, Reliability, Sustainability. Polygon Forming Processes, Fused Filament Fabrication, Pin Caulking, Thermoplastic Composite/Steel Hybrid Joining, Self-piercing Riveting, Plastic Orthotropy on Clinching, Stress-related Fatigue, High-cycle Fatigue, Clinching Process Simulations, Magnetorheological Lubricant, Elastomer Tooling Components, Ultrasonic Vibration Microforming, Laser Heat Treatment, Fiber Reinforced Thermoset Plastics, Customized Classification System, Stainless Steel Deep Drawing, Thermoplastic Organosheets, Friction Drilling of Titanium, Medical Applications, Laser Cut Edges, Industrial Defect Detection, Bayes Filters, Benign Volatile Lubricants, Sheet Hydroforming, Zinc-coated Boron-manganese Steel, Thermoplastic Fibre Metal Laminates.

2018 International Conference on System Science and Engineering (ICSSE)

Author :
Publisher :
ISBN 13 : 9781538662854
Total Pages : pages
Book Rating : 4.6/5 (628 download)

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Book Synopsis 2018 International Conference on System Science and Engineering (ICSSE) by :

Download or read book 2018 International Conference on System Science and Engineering (ICSSE) written by and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Transformation

Author : Larisa Ivascu
Publisher : Springer Nature
ISBN 13 : 3031633377
Total Pages : 238 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Digital Transformation by : Larisa Ivascu

Download or read book Digital Transformation written by Larisa Ivascu and published by Springer Nature. This book was released on with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Implementing Industry 4.0

Author : Carlos Toro
Publisher : Springer Nature
ISBN 13 : 3030672700
Total Pages : 418 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Implementing Industry 4.0 by : Carlos Toro

Download or read book Implementing Industry 4.0 written by Carlos Toro and published by Springer Nature. This book was released on 2021-04-03 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book relates research being implemented in three main research areas: secure connectivity and intelligent systems, real-time analytics and manufacturing knowledge and virtual manufacturing. Manufacturing SMEs and MNCs want to see how Industry 4.0 is implemented. On the other hand, groundbreaking research on this topic is constantly growing. For the aforesaid reason, the Singapore Agency for Science, Technology and Research (A*STAR), has created the model factory initiative. In the model factory, manufacturers, technology providers and the broader industry can (i) learn how I4.0 technologies are implemented on real-world manufacturing use-cases, (ii) test process improvements enabled by such technologies at the model factory facility, without disrupting their own operations, (iii) co-develop technology solutions and (iv) support the adoption of solutions at their everyday industrial operation. The book constitutes a clear base ground not only for inspiration of researchers, but also for companies who will want to adopt smart manufacturing approaches coming from Industry 4.0 in their pathway to digitization.

Software Engineering Application in Informatics

Author : Radek Silhavy
Publisher : Springer Nature
ISBN 13 : 3030903184
Total Pages : 1020 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Software Engineering Application in Informatics by : Radek Silhavy

Download or read book Software Engineering Application in Informatics written by Radek Silhavy and published by Springer Nature. This book was released on 2021-11-16 with total page 1020 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the first part of refereed proceedings of the 5th Computational Methods in Systems and Software 2021 (CoMeSySo 2021). The CoMeSySo 2021 Conference is breaking the barriers, being held online. CoMeSySo 2021 intends to provide an international forum for the discussion of the latest high-quality research results. The software engineering, computer science, and artificial intelligence are crucial topics for the research within an intelligent systems problem domain.

Artificial Intelligence Applications and Innovations

Author : Ilias Maglogiannis
Publisher : Springer Nature
ISBN 13 : 3030791505
Total Pages : 801 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Artificial Intelligence Applications and Innovations by : Ilias Maglogiannis

Download or read book Artificial Intelligence Applications and Innovations written by Ilias Maglogiannis and published by Springer Nature. This book was released on 2021-06-22 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2021, held virtually and in Hersonissos, Crete, Greece, in June 2021. The 50 full papers and 11 short papers presented were carefully reviewed and selected from 113 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: adaptive modeling/ neuroscience; AI in biomedical applications; AI impacts/ big data; automated machine learning; autonomous agents; clustering; convolutional NN; data mining/ word counts; deep learning; fuzzy modeling; hyperdimensional computing; Internet of Things/ Internet of energy; machine learning; multi-agent systems; natural language; recommendation systems; sentiment analysis; and smart blockchain applications/ cybersecurity. Chapter “Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-based Approaches: Challenges and Perspective” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Proceedings of the 7th International Conference on Electrical, Control and Computer Engineering—Volume 1

Author : Zainah Md. Zain
Publisher : Springer Nature
ISBN 13 : 9819738474
Total Pages : 637 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Proceedings of the 7th International Conference on Electrical, Control and Computer Engineering—Volume 1 by : Zainah Md. Zain

Download or read book Proceedings of the 7th International Conference on Electrical, Control and Computer Engineering—Volume 1 written by Zainah Md. Zain and published by Springer Nature. This book was released on with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Steel 4.0

Author : Yilmaz Uygun
Publisher : Springer Nature
ISBN 13 : 3031574680
Total Pages : 191 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Steel 4.0 by : Yilmaz Uygun

Download or read book Steel 4.0 written by Yilmaz Uygun and published by Springer Nature. This book was released on with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt:

International Congress and Workshop on Industrial AI and eMaintenance 2023

Author : Uday Kumar
Publisher : Springer Nature
ISBN 13 : 3031396197
Total Pages : 780 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis International Congress and Workshop on Industrial AI and eMaintenance 2023 by : Uday Kumar

Download or read book International Congress and Workshop on Industrial AI and eMaintenance 2023 written by Uday Kumar and published by Springer Nature. This book was released on 2024-01-01 with total page 780 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings brings together the papers presented at the International Congress and Workshop on Industrial AI and eMaintenance 2023 (IAI2023). The conference integrates the themes and topics of three conferences: Industrial AI & eMaintenance, Condition Monitoring and Diagnostic Engineering Management (COMADEM) and, Advances in Reliability, Maintainability and Supportability (ARMS) on a single platform. This proceedings serves both academy and industry in providing an excellent platform for collaboration by providing a forum for exchange of ideas and networking. The 21st century has seen remarkable progress in Artificial Intelligence, with application to a variety of fields (computer vision, automatic translation, sentiment analysis in social networks, robotics, etc.) The IAI2023 focuses on Industrial Artificial Intelligence, or IAI. The emergence of industrial AI applications holds tremendous promises in terms of achieving excellence and cost-effectiveness in the operation and maintenance of industrial assets. Opportunities in Industrial AI exist in many industries such as aerospace, railways, mining, construction, process industry, etc. Its development is powered by several trends: the Internet of Things (IoT); the increasing convergence between OT (operational technologies) and IT (information technologies); last but not least, the unabated fast-paced developments of advanced analytics. However, numerous technical and organizational challenges to the widespread development of industrial AI still exist. The IAI2023 conference and its proceedings foster fruitful discussions between AI creators and industrial practitioners.

Advanced Manufacturing and Automation XII

Author : Yi Wang
Publisher : Springer Nature
ISBN 13 : 9811993386
Total Pages : 905 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Advanced Manufacturing and Automation XII by : Yi Wang

Download or read book Advanced Manufacturing and Automation XII written by Yi Wang and published by Springer Nature. This book was released on 2023-01-25 with total page 905 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a compilation of selected papers from the 12th International Workshop of Advanced Manufacturing and Automation (IWAMA 2022), held in Jimei University, Xiamen, China on 01 - 02 November, 2022. Topics focusing on novel techniques for manufacturing and automation in Industry 4.0 are now vital factors for the maintenance and improvement of the economy of a nation and the quality of life. It will help academic researchers and engineering to implement the concept, theory and methods in Industry 4.0 which has been a hot topic. These proceedings will make valuable contributions to academic researchers, engineers in the industry for the challenges in the 4th industry revolution and smart factories.

Enhancing Future Skills and Entrepreneurship

Author : Kuldip Singh Sangwan
Publisher : Springer Nature
ISBN 13 : 3030442489
Total Pages : 281 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Enhancing Future Skills and Entrepreneurship by : Kuldip Singh Sangwan

Download or read book Enhancing Future Skills and Entrepreneurship written by Kuldip Singh Sangwan and published by Springer Nature. This book was released on 2020-07-27 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents the proceedings of the 3rd Indo-German Conference on Sustainability in Engineering held at Birla Institute of Technology and Science, Pilani, India, on September 16–17, 2019. Intended to foster the synergies between research and education, the conference is one of the joint activities of the BITS Pilani and TU Braunschweig conducted under the auspices of Indo-German Center for Sustainable Manufacturing, established in 2009. The book is divided into three sections: engineering, education and entrepreneurship, covering a range of topics, such as renewable energy forecasting, design & simulation, Industry 4.0, and soft & intelligent sensors for energy efficiency. It also includes case studies on lean and green manufacturing, and life cycle analysis of ceramic products, as well as papers on teaching/learning methods based on the use of learning factories to improve students’problem-solving and personal skills. Moreover, the book discusses high-tech ideas to help the large number of unemployed engineering graduates looking for jobs become tech entrepreneurs. Given its broad scope, it will appeal to academics and industry professionals alike.

Proceedings of the 12th International Conference on Robotics, Vision, Signal Processing and Power Applications

Author : Nur Syazreen Ahmad
Publisher : Springer Nature
ISBN 13 : 981999005X
Total Pages : 555 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Proceedings of the 12th International Conference on Robotics, Vision, Signal Processing and Power Applications by : Nur Syazreen Ahmad

Download or read book Proceedings of the 12th International Conference on Robotics, Vision, Signal Processing and Power Applications written by Nur Syazreen Ahmad and published by Springer Nature. This book was released on with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence on Fashion and Textiles

Author : Wai Keung Wong
Publisher : Springer
ISBN 13 : 3319996959
Total Pages : 329 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Artificial Intelligence on Fashion and Textiles by : Wai Keung Wong

Download or read book Artificial Intelligence on Fashion and Textiles written by Wai Keung Wong and published by Springer. This book was released on 2018-10-13 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book includes the Proceedings of the Artificial Intelligence on Fashion and Textiles conference 2018 which provides state-of-the-art techniques and applications of AI in the fashion and textile industries. It is essential reading for scientists, researchers and R&D professionals working in the field of AI with applications in the fashion and textile industry; managers in the fashion and textile enterprises; and anyone with an interest in the applications of AI. Over the last two decades, with the great advancement of computer technology, academic research in artificial intelligence (AI) and its applications in fashion and textile supply chain has been becoming a very hot topic and has received greater attention from both academics and industrialists. A number of AI-related techniques has been successfully employed and proven to handle the problems including fashion sales forecasting, supply chain optimization, planning and scheduling, textile material defect detection, fashion and textile image recognition, fashion image and style retrieval, human body modeling and fitting, etc.