Artificial Cognitive Architecture with Self-Learning and Self-Optimization Capabilities

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Author :
Publisher : Springer
ISBN 13 : 3030039498
Total Pages : 216 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Artificial Cognitive Architecture with Self-Learning and Self-Optimization Capabilities by : Gerardo Beruvides

Download or read book Artificial Cognitive Architecture with Self-Learning and Self-Optimization Capabilities written by Gerardo Beruvides and published by Springer. This book was released on 2018-12-14 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces three key issues: (i) development of a gradient-free method to enable multi-objective self-optimization; (ii) development of a reinforcement learning strategy to carry out self-learning and finally, (iii) experimental evaluation and validation in two micromachining processes (i.e., micro-milling and micro-drilling). The computational architecture (modular, network and reconfigurable for real-time monitoring and control) takes into account the analysis of different types of sensors, processing strategies and methodologies for extracting behavior patterns from representative process’ signals. The reconfiguration capability and portability of this architecture are supported by two major levels: the cognitive level (core) and the executive level (direct data exchange with the process). At the same time, the architecture includes different operating modes that interact with the process to be monitored and/or controlled. The cognitive level includes three fundamental modes such as modeling, optimization and learning, which are necessary for decision-making (in the form of control signals) and for the real-time experimental characterization of complex processes. In the specific case of the micromachining processes, a series of models based on linear regression, nonlinear regression and artificial intelligence techniques were obtained. On the other hand, the executive level has a constant interaction with the process to be monitored and/or controlled. This level receives the configuration and parameterization from the cognitive level to perform the desired monitoring and control tasks.

Accuracy Enhancement Technologies for Micromachining Processes

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Author :
Publisher : Springer Nature
ISBN 13 : 9811521174
Total Pages : 221 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Accuracy Enhancement Technologies for Micromachining Processes by : Golam Kibria

Download or read book Accuracy Enhancement Technologies for Micromachining Processes written by Golam Kibria and published by Springer Nature. This book was released on 2020-02-20 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book bridges the gap between the demand for micro-featured components on the one hand, and successful micromachining of miniature products on the other. In addition to covering micromachining in the broader sense, it specifically addresses novel machining strategies implemented in various advanced micromachining processes to improve machining accuracy, energy consumption, component durability, and miniature-scale applicability. The book’s main goal is to present the capabilities of advanced micromachining processes in terms of miniature product manufacturing by highlighting various innovative machining strategies that can be used to augment the production scale and precision alike.

Non-traditional Micromachining Processes

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Author :
Publisher : Springer
ISBN 13 : 3319520091
Total Pages : 431 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Non-traditional Micromachining Processes by : Golam Kibria

Download or read book Non-traditional Micromachining Processes written by Golam Kibria and published by Springer. This book was released on 2017-03-07 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a complete coverage of micromachining processes from their basic material removal phenomena to past and recent research carried by a number of researchers worldwide. Chapters on effective utilization of material resources, improved efficiency, reliability, durability, and cost effectiveness of the products are presented. This book provides the reader with new and recent developments in the field of micromachining and microfabrication of engineering materials.

Recent Trends in Manufacturing and Materials Towards Industry 4.0

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Publisher : Springer Nature
ISBN 13 : 9811595054
Total Pages : 1025 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Recent Trends in Manufacturing and Materials Towards Industry 4.0 by : Muhammed Nafis Osman Zahid

Download or read book Recent Trends in Manufacturing and Materials Towards Industry 4.0 written by Muhammed Nafis Osman Zahid and published by Springer Nature. This book was released on 2021-03-22 with total page 1025 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents part of the proceedings of the Manufacturing and Materials track of the iM3F 2020 conference held in Malaysia. This collection of articles deliberates on the key challenges and trends related to manufacturing as well as materials engineering and technology in setting the stage for the world in embracing the fourth industrial revolution. It presents recent findings with regards to manufacturing and materials that are pertinent towards the realizations and ultimately the embodiment of Industry 4.0, with contributions from both industry and academia.

Micro Electro Discharge Machining

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Author :
Publisher : CRC Press
ISBN 13 : 0429876661
Total Pages : 299 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis Micro Electro Discharge Machining by : Ajay M. Sidpara

Download or read book Micro Electro Discharge Machining written by Ajay M. Sidpara and published by CRC Press. This book was released on 2019-08-20 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Micro Electro Discharge Machining (EDM) is a prominent technology for the fabrication of micro components in many fields. Nowadays, it is used like a conventional machine tool due to favorable characteristics. This book provides the fundamental knowledge of the principles of the process and its variants, the different process parameters, the role of machine components and systems, the challenges, and how to eliminate processing errors. It also includes real life applications of micro EDM in different areas with the most relevant examples.

Micromechanical Systems

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Author :
Publisher :
ISBN 13 :
Total Pages : 124 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Micromechanical Systems by :

Download or read book Micromechanical Systems written by and published by . This book was released on 1993 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nontraditional Machining Processes

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Publisher : Springer Science & Business Media
ISBN 13 : 1447151798
Total Pages : 238 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Nontraditional Machining Processes by : J. Paulo Davim

Download or read book Nontraditional Machining Processes written by J. Paulo Davim and published by Springer Science & Business Media. This book was released on 2013-06-14 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nontraditional machining employs processes that remove material by various methods involving thermal, electrical, chemical and mechanical energy or even combinations of these. Nontraditional Machining Processes covers recent research and development in techniques and processes which focus on achieving high accuracies and good surface finishes, parts machined without burrs or residual stresses especially with materials that cannot be machined by conventional methods. With applications to the automotive, aircraft and mould and die industries, Nontraditional Machining Processes explores different aspects and processes through dedicated chapters. The seven chapters explore recent research into a range of topics including laser assisted manufacturing, abrasive water jet milling and hybrid processes. Students and researchers will find the practical examples and new processes useful for both reference and for developing further processes. Industry professionals and materials engineers will also find Nontraditional Machining Processes to be a source of ideas and processes for development and industrial application.

Micro-electrical Discharge Machining Processes

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Author :
Publisher : Springer
ISBN 13 : 9811330743
Total Pages : 320 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Micro-electrical Discharge Machining Processes by : Golam Kibria

Download or read book Micro-electrical Discharge Machining Processes written by Golam Kibria and published by Springer. This book was released on 2018-12-15 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive collection of micro electrical discharge machining (EDM) processes, including hybrid processes. It discusses the theory behind each process and their applications in various technological as well as biomedical domains, and also presents a brief background to various micro EDM processes, current research challenges, and detailed case studies of micro-manufacturing miniaturized parts. The book serves as a valuable guide for students and researchers interested in micro EDM and other related processes.

Proceedings of the Fourth International Symposium on Magnetic Materials, Processes, and Devices

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Author :
Publisher : The Electrochemical Society
ISBN 13 : 9781566771139
Total Pages : 820 pages
Book Rating : 4.7/5 (711 download)

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Book Synopsis Proceedings of the Fourth International Symposium on Magnetic Materials, Processes, and Devices by : Lubomyr Taras Romankiw

Download or read book Proceedings of the Fourth International Symposium on Magnetic Materials, Processes, and Devices written by Lubomyr Taras Romankiw and published by The Electrochemical Society. This book was released on 1996 with total page 820 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Precision Engineering

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Publisher : Alpha Science Int'l Ltd.
ISBN 13 : 9788173195907
Total Pages : 368 pages
Book Rating : 4.1/5 (959 download)

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Book Synopsis Precision Engineering by : M. V. Suryaprakash

Download or read book Precision Engineering written by M. V. Suryaprakash and published by Alpha Science Int'l Ltd.. This book was released on 2004 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: The current focus of manufacturing is towards flexible automation and miniaturization.

4M 2005 - First International Conference on Multi-Material Micro Manufacture

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Author :
Publisher : Elsevier
ISBN 13 : 0080462553
Total Pages : 537 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis 4M 2005 - First International Conference on Multi-Material Micro Manufacture by : Stefan Dimov

Download or read book 4M 2005 - First International Conference on Multi-Material Micro Manufacture written by Stefan Dimov and published by Elsevier. This book was released on 2005-12-07 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: 4M 2005 - First International Conference on Multi-Material Micro Manufacture

MEMS Sensors and Resonators

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Publisher : MDPI
ISBN 13 : 3039288652
Total Pages : 164 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis MEMS Sensors and Resonators by : Frederic Nabki

Download or read book MEMS Sensors and Resonators written by Frederic Nabki and published by MDPI. This book was released on 2020-05-27 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microelectromechanical systems (MEMS) have had a profound impact on a wide range of applications. The degree of miniaturization made possible by MEMS technology has significantly improved the functionalities of many systems, and the performance of MEMS has steadily improved as its uses augment. Notably, MEMS sensors have been prevalent in motion sensing applications for decades, and the sensing mechanisms leveraged by MEMS have been continuously extended to applications spanning the detection of gases, magnetic fields, electromagnetic radiation, and more. In parallel, MEMS resonators have become an emerging field of MEMS and affected subfields such as electronic timing and filtering, and energy harvesting. They have, in addition, enabled a wide range of resonant sensors. For many years now, MEMS have been the basis of various industrial successes, often building on novel academic research. Accordingly, this Special Issue explores many research innovations in MEMS sensors and resonators, from biomedical applications to energy harvesting, gas sensing, resonant sensing, and timing.

Advances in Mechanical Engineering

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Publisher : Springer Nature
ISBN 13 : 9811501246
Total Pages : 1624 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Mechanical Engineering by : B. B. Biswal

Download or read book Advances in Mechanical Engineering written by B. B. Biswal and published by Springer Nature. This book was released on 2020-01-16 with total page 1624 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select proceedings of the International Conference on Recent Innovations and Developments in Mechanical Engineering (IC-RIDME 2018). The book contains peer reviewed articles covering thematic areas such as fluid mechanics, renewable energy, materials and manufacturing, thermal engineering, vibration and acoustics, experimental aerodynamics, turbo machinery, and robotics and mechatronics. Algorithms and methodologies of real-time problems are described in this book. The contents of this book will be useful for both academics and industry professionals.

Comprehensive Materials Finishing

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Publisher : Elsevier
ISBN 13 : 0128032502
Total Pages : 1467 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Comprehensive Materials Finishing by : M.S.J. Hashmi

Download or read book Comprehensive Materials Finishing written by M.S.J. Hashmi and published by Elsevier. This book was released on 2016-08-29 with total page 1467 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finish Manufacturing Processes are those final stage processing techniques which are deployed to bring a product to readiness for marketing and putting in service. Over recent decades a number of finish manufacturing processes have been newly developed by researchers and technologists. Many of these developments have been reported and illustrated in existing literature in a piecemeal manner or in relation only to specific applications. For the first time, Comprehensive Materials Finishing, Three Volume Set integrates a wide body of this knowledge and understanding into a single, comprehensive work. Containing a mixture of review articles, case studies and research findings resulting from R & D activities in industrial and academic domains, this reference work focuses on how some finish manufacturing processes are advantageous for a broad range of technologies. These include applicability, energy and technological costs as well as practicability of implementation. The work covers a wide range of materials such as ferrous, non-ferrous and polymeric materials. There are three main distinct types of finishing processes: Surface Treatment by which the properties of the material are modified without generally changing the physical dimensions of the surface; Finish Machining Processes by which a small layer of material is removed from the surface by various machining processes to render improved surface characteristics; and Surface Coating Processes by which the surface properties are improved by adding fine layer(s) of materials with superior surface characteristics. Each of these primary finishing processes is presented in its own volume for ease of use, making Comprehensive Materials Finishing an essential reference source for researchers and professionals at all career stages in academia and industry. Provides an interdisciplinary focus, allowing readers to become familiar with the broad range of uses for materials finishing Brings together all known research in materials finishing in a single reference for the first time Includes case studies that illustrate theory and show how it is applied in practice

Non-Conventional Machining in Modern Manufacturing Systems

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Author :
Publisher : IGI Global
ISBN 13 : 1522561625
Total Pages : 318 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Non-Conventional Machining in Modern Manufacturing Systems by : Kumar, Kaushik

Download or read book Non-Conventional Machining in Modern Manufacturing Systems written by Kumar, Kaushik and published by IGI Global. This book was released on 2018-09-21 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuous improvements in machining practices have created opportunities for businesses to develop more streamlined processes. This not only leads to higher success in day-to-day production, but also increases the overall success of businesses. Non-Conventional Machining in Modern Manufacturing Systems provides emerging research exploring the theoretical and practical aspects of technological advancements in industrial environments and applications in manufacturing. Featuring coverage on a broad range of topics such as optimization techniques, electrical discharge machining, and hot machining, this book is ideally designed for business managers, engineers, business professionals, researchers, and academicians seeking current research on non-conventional and technologically advanced machining processes.

Comprehensive Materials Processing

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Author :
Publisher : Newnes
ISBN 13 : 0080965334
Total Pages : 5485 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Comprehensive Materials Processing by :

Download or read book Comprehensive Materials Processing written by and published by Newnes. This book was released on 2014-04-07 with total page 5485 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive Materials Processing, Thirteen Volume Set provides students and professionals with a one-stop resource consolidating and enhancing the literature of the materials processing and manufacturing universe. It provides authoritative analysis of all processes, technologies, and techniques for converting industrial materials from a raw state into finished parts or products. Assisting scientists and engineers in the selection, design, and use of materials, whether in the lab or in industry, it matches the adaptive complexity of emergent materials and processing technologies. Extensive traditional article-level academic discussion of core theories and applications is supplemented by applied case studies and advanced multimedia features. Coverage encompasses the general categories of solidification, powder, deposition, and deformation processing, and includes discussion on plant and tool design, analysis and characterization of processing techniques, high-temperatures studies, and the influence of process scale on component characteristics and behavior. Authored and reviewed by world-class academic and industrial specialists in each subject field Practical tools such as integrated case studies, user-defined process schemata, and multimedia modeling and functionality Maximizes research efficiency by collating the most important and established information in one place with integrated applets linking to relevant outside sources

Micromachining

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Author :
Publisher : BoD – Books on Demand
ISBN 13 : 1789238099
Total Pages : 174 pages
Book Rating : 4.7/5 (892 download)

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Book Synopsis Micromachining by : Zdravko Stanimirović

Download or read book Micromachining written by Zdravko Stanimirović and published by BoD – Books on Demand. This book was released on 2019-11-20 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: To present their work in the field of micromachining, researchers from distant parts of the world have joined their efforts and contributed their ideas according to their interest and engagement. Their articles will give you the opportunity to understand the concepts of micromachining of advanced materials. Surface texturing using pico- and femto-second laser micromachining is presented, as well as the silicon-based micromachining process for flexible electronics. You can learn about the CMOS compatible wet bulk micromachining process for MEMS applications and the physical process and plasma parameters in a radio frequency hybrid plasma system for thin-film production with ion assistance. Last but not least, study on the specific coefficient in the micromachining process and multiscale simulation of influence of surface defects on nanoindentation using quasi-continuum method provides us with an insight in modelling and the simulation of micromachining processes. The editors hope that this book will allow both professionals and readers not involved in the immediate field to understand and enjoy the topic.