Reliability Modeling of Microelectromechanical Systems Using Neural Networks

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ISBN 13 :
Total Pages : 82 pages
Book Rating : 4.:/5 (317 download)

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Book Synopsis Reliability Modeling of Microelectromechanical Systems Using Neural Networks by : J. Sebastian Perera

Download or read book Reliability Modeling of Microelectromechanical Systems Using Neural Networks written by J. Sebastian Perera and published by . This book was released on 2000 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Reliability Modeling of Microelectromechanical Systems Using Neural Networks

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Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781720707196
Total Pages : 78 pages
Book Rating : 4.7/5 (71 download)

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Book Synopsis Reliability Modeling of Microelectromechanical Systems Using Neural Networks by : National Aeronautics and Space Administration (NASA)

Download or read book Reliability Modeling of Microelectromechanical Systems Using Neural Networks written by National Aeronautics and Space Administration (NASA) and published by Createspace Independent Publishing Platform. This book was released on 2018-06-04 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microelectromechanical systems (MEMS) are a broad and rapidly expanding field that is currently receiving a great deal of attention because of the potential to significantly improve the ability to sense, analyze, and control a variety of processes, such as heating and ventilation systems, automobiles, medicine, aeronautical flight, military surveillance, weather forecasting, and space exploration. MEMS are very small and are a blend of electrical and mechanical components, with electrical and mechanical systems on one chip. This research establishes reliability estimation and prediction for MEMS devices at the conceptual design phase using neural networks. At the conceptual design phase, before devices are built and tested, traditional methods of quantifying reliability are inadequate because the device is not in existence and cannot be tested to establish the reliability distributions. A novel approach using neural networks is created to predict the overall reliability of a MEMS device based on its components and each component's attributes. The methodology begins with collecting attribute data (fabrication process, physical specifications, operating environment, property characteristics, packaging, etc.) and reliability data for many types of microengines. The data are partitioned into training data (the majority) and validation data (the remainder). A neural network is applied to the training data (both attribute and reliability); the attributes become the system inputs and reliability data (cycles to failure), the system output. After the neural network is trained with sufficient data. the validation data are used to verify the neural networks provided accurate reliability estimates. Now, the reliability of a new proposed MEMS device can be estimated by using the appropriate trained neural networks developed in this work.Perera. J. SebastianJohnson Space CenterMICROELECTROMECHANICAL SYSTEMS; RELIABILITY ANALYSIS; MICROELECTRONICS; EVALUATION; DATA ACQUISITION; N

Nano- and Micro-Electromechanical Systems

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Publisher : CRC Press
ISBN 13 : 1351835173
Total Pages : 752 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Nano- and Micro-Electromechanical Systems by : Sergey Edward Lyshevski

Download or read book Nano- and Micro-Electromechanical Systems written by Sergey Edward Lyshevski and published by CRC Press. This book was released on 2018-10-03 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: Society is approaching and advancing nano- and microtechnology from various angles of science and engineering. The need for further fundamental, applied, and experimental research is matched by the demand for quality references that capture the multidisciplinary and multifaceted nature of the science. Presenting cutting-edge information that is applicable to many fields, Nano- and Micro-Electromechanical Systems: Fundamentals of Nano and Microengineering, Second Edition builds the theoretical foundation for understanding, modeling, controlling, simulating, and designing nano- and microsystems. The book focuses on the fundamentals of nano- and microengineering and nano- and microtechnology. It emphasizes the multidisciplinary principles of NEMS and MEMS and practical applications of the basic theory in engineering practice and technology development. Significantly revised to reflect both fundamental and technological aspects, this second edition introduces the concepts, methods, techniques, and technologies needed to solve a wide variety of problems related to high-performance nano- and microsystems. The book is written in a textbook style and now includes homework problems, examples, and reference lists in every chapter, as well as a separate solutions manual. It is designed to satisfy the growing demands of undergraduate and graduate students, researchers, and professionals in the fields of nano- and microengineering, and to enable them to contribute to the nanotechnology revolution.

MEMS and NEMS

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Publisher : CRC Press
ISBN 13 : 1351836137
Total Pages : 335 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis MEMS and NEMS by : Sergey Edward Lyshevski

Download or read book MEMS and NEMS written by Sergey Edward Lyshevski and published by CRC Press. This book was released on 2018-10-03 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of micro- and nano-mechanical systems (MEMS and NEMS) foreshadows momentous changes not only in the technological world, but in virtually every aspect of human life. The future of the field is bright with opportunities, but also riddled with challenges, ranging from further theoretical development through advances in fabrication technologies, to developing high-performance nano- and microscale systems, devices, and structures, including transducers, switches, logic gates, actuators and sensors. MEMS and NEMS: Systems, Devices, and Structures is designed to help you meet those challenges and solve fundamental, experimental, and applied problems. Written from a multi-disciplinary perspective, this book forms the basis for the synthesis, modeling, analysis, simulation, control, prototyping, and fabrication of MEMS and NEMS. The author brings together the various paradigms, methods, and technologies associated with MEMS and NEMS to show how to synthesize, analyze, design, and fabricate them. Focusing on the basics, he illustrates the development of NEMS and MEMS architectures, physical representations, structural synthesis, and optimization. The applications of MEMS and NEMS in areas such as biotechnology, medicine, avionics, transportation, and defense are virtually limitless. This book helps prepare you to take advantage of their inherent opportunities and effectively solve problems related to their configurations, systems integration, and control.

Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005

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Publisher : Springer Science & Business Media
ISBN 13 : 3540287558
Total Pages : 1051 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005 by : Wlodzislaw Duch

Download or read book Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005 written by Wlodzislaw Duch and published by Springer Science & Business Media. This book was released on 2005-08-31 with total page 1051 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 3696 and LNCS 3697 constitutes the refereed proceedings of the 15th International Conference on Artificial Neural Networks, ICANN 2005, held in Warsaw, Poland in September 2005. The over 600 papers submitted to ICANN 2005 were thoroughly reviewed and carefully selected for presentation. The first volume includes 106 contributions related to Biological Inspirations; topics addressed are modeling the brain and cognitive functions, development of cognitive powers in embodied systems spiking neural networks, associative memory models, models of biological functions, projects in the area of neuroIT, evolutionary and other biological inspirations, self-organizing maps and their applications, computer vision, face recognition and detection, sound and speech recognition, bioinformatics, biomedical applications, and information- theoretic concepts in biomedical data analysis. The second volume contains 162 contributions related to Formal Models and their Applications and deals with new neural network models, supervised learning algorithms, ensemble-based learning, unsupervised learning, recurent neural networks, reinforcement learning, bayesian approaches to learning, learning theory, artificial neural networks for system modeling, decision making, optimalization and control, knowledge extraction from neural networks, temporal data analysis, prediction and forecasting, support vector machines and kernel-based methods, soft computing methods for data representation, analysis and processing, data fusion for industrial, medical and environmental applications, non-linear predictive models for speech processing, intelligent multimedia and semantics, applications to natural language processing, various applications, computational intelligence in games, and issues in hardware implementation.

Handbook of Performability Engineering

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Publisher : Springer Science & Business Media
ISBN 13 : 1848001312
Total Pages : 1331 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Handbook of Performability Engineering by : Krishna B. Misra

Download or read book Handbook of Performability Engineering written by Krishna B. Misra and published by Springer Science & Business Media. This book was released on 2008-08-24 with total page 1331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dependability and cost effectiveness are primarily seen as instruments for conducting international trade in the free market environment. These factors cannot be considered in isolation of each other. This handbook considers all aspects of performability engineering. The book provides a holistic view of the entire life cycle of activities of the product, along with the associated cost of environmental preservation at each stage, while maximizing the performance.

Proceedings of the Eighth Asia International Symposium on Mechatronics

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Publisher : Springer Nature
ISBN 13 : 9811913099
Total Pages : 2195 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of the Eighth Asia International Symposium on Mechatronics by : Baoyan Duan

Download or read book Proceedings of the Eighth Asia International Symposium on Mechatronics written by Baoyan Duan and published by Springer Nature. This book was released on 2022-07-12 with total page 2195 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents high-quality papers from the Eighth Asia International Symposium on Mechatronics (AISM 2021). It discusses the latest technological trends and advances in electromechanical coupling and environmental adaptability design of electronic equipment, sensing and measurement, mechatronics in manufacturing and automations, energy harvesting & storage, robotics, automation and control systems. It includes papers based on original theoretical, practical and experimental simulations, development, applications, measurements, and testing. The applications and solutions discussed in the book provide excellent reference material for future product development.

Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications

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Publisher : IGI Global
ISBN 13 : 1799804151
Total Pages : 1707 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2019-10-11 with total page 1707 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries. It is necessary to develop new techniques for managing data in order to ensure adequate usage. Deep learning, a subset of artificial intelligence and machine learning, has been recognized in various real-world applications such as computer vision, image processing, and pattern recognition. The deep learning approach has opened new opportunities that can make such real-life applications and tasks easier and more efficient. Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications is a vital reference source that trends in data analytics and potential technologies that will facilitate insight in various domains of science, industry, business, and consumer applications. It also explores the latest concepts, algorithms, and techniques of deep learning and data mining and analysis. Highlighting a range of topics such as natural language processing, predictive analytics, and deep neural networks, this multi-volume book is ideally designed for computer engineers, software developers, IT professionals, academicians, researchers, and upper-level students seeking current research on the latest trends in the field of deep learning.

Dissertation Abstracts International

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ISBN 13 :
Total Pages : 980 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Dissertation Abstracts International by :

Download or read book Dissertation Abstracts International written by and published by . This book was released on 2008 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Recent Advancements in ICT Infrastructure and Applications

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Publisher : Springer Nature
ISBN 13 : 9811923744
Total Pages : 282 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Recent Advancements in ICT Infrastructure and Applications by : Manish Chaturvedi

Download or read book Recent Advancements in ICT Infrastructure and Applications written by Manish Chaturvedi and published by Springer Nature. This book was released on 2022-06-11 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers complete spectrum of the ICT infrastructure elements required to design, develop and deploy the ICT applications at large scale. Considering the focus of governments worldwide to develop smart cities with zero environmental footprint, the book is timely and enlightens the way forward to achieve the goal by addressing the technological aspects. In particular, the book provides an in depth discussion of the sensing infrastructure, communication protocols, computation frameworks, storage architectures, software frameworks, and data analytics. The book also presents the ICT application-related case studies in the domain of transportation, health care, energy, and disaster management, to name a few. The book is used as a reference for design, development, and large-scale deployment of ICT applications by practitioners, professionals, government officials, and engineering students.

Advances in Neural Networks - ISNN 2006

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Publisher : Springer Science & Business Media
ISBN 13 : 3540344829
Total Pages : 1429 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advances in Neural Networks - ISNN 2006 by : Jun Wang

Download or read book Advances in Neural Networks - ISNN 2006 written by Jun Wang and published by Springer Science & Business Media. This book was released on 2006-05-11 with total page 1429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is Volume III of a three volume set constituting the refereed proceedings of the Third International Symposium on Neural Networks, ISNN 2006. 616 revised papers are organized in topical sections on neurobiological analysis, theoretical analysis, neurodynamic optimization, learning algorithms, model design, kernel methods, data preprocessing, pattern classification, computer vision, image and signal processing, system modeling, robotic systems, transportation systems, communication networks, information security, fault detection, financial analysis, bioinformatics, biomedical and industrial applications, and more.

Smart MEMS and Sensor Systems

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Publisher : World Scientific
ISBN 13 : 1860944930
Total Pages : 553 pages
Book Rating : 4.8/5 (69 download)

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Book Synopsis Smart MEMS and Sensor Systems by : Elena Gaura

Download or read book Smart MEMS and Sensor Systems written by Elena Gaura and published by World Scientific. This book was released on 2006 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, MEMS have revolutionized the semiconductor industry, with sensors being a particularly buoyant sector. Smart MEMS and Sensor Systems presents readers with the means to understand, evaluate, appreciate and participate in the development of the field, from a unique systems perspective.The combination of MEMS and integrated intelligence has been put forward as a disruptive technology. The full potential of this technology is only evident when it is used to construct very large pervasive sensing systems. The book explores the many different technologies needed to build such systems and integrates knowledge from three different domains: MEMS technology, sensor system electronics and pervasive computing science.Throughout the book a top-down design perspective is taken, be it for the development of a single smart sensor or that of adaptive ad-hoc networks of millions of sensors.For experts in any of the domains named above the book provides the context for their MEMS based design work and an understanding of the role the other domains play. For the generalist (either in engineering or computing) or the technology manager the underpinning knowledge is provided, which can inform specialist decision making.

Proceedings of the International Workshop on Advances in Civil Aviation Systems Development

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Publisher : Springer Nature
ISBN 13 : 3031380827
Total Pages : 360 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Proceedings of the International Workshop on Advances in Civil Aviation Systems Development by : Ivan Ostroumov

Download or read book Proceedings of the International Workshop on Advances in Civil Aviation Systems Development written by Ivan Ostroumov and published by Springer Nature. This book was released on 2023-07-20 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes high-quality research papers presented at International Workshop on Advances in Civil Aviation Systems Development (ACASD 2023), which was at National Aviation University, Kyiv Ukraine, on May 30, 2023. This book presents original results of a scholarly study of unique research teams and market leaders on the development in civil aviation systems and its application. The book topics include major research areas focused on advances in avionics system design, modern trends in communication, surveillance and navigation systems development, and civil avionics system maintenance questions. Also, proposed book is useful for scholars and professionals in the civil aviation domain.

Mems for Automotive and Aerospace Applications

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Publisher : Elsevier
ISBN 13 : 0857096486
Total Pages : 358 pages
Book Rating : 4.8/5 (57 download)

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Book Synopsis Mems for Automotive and Aerospace Applications by : Michael Kraft

Download or read book Mems for Automotive and Aerospace Applications written by Michael Kraft and published by Elsevier. This book was released on 2013-01-02 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: MEMS for automotive and aerospace applications reviews the use of Micro-Electro-Mechanical-Systems (MEMS) in developing solutions to the unique challenges presented by the automotive and aerospace industries.Part one explores MEMS for a variety of automotive applications. The role of MEMS in passenger safety and comfort, sensors for automotive vehicle stability control applications and automotive tire pressure monitoring systems are considered, along with pressure and flow sensors for engine management, and RF MEMS for automotive radar sensors. Part two then goes on to explore MEMS for aerospace applications, including devices for active drag reduction in aerospace applications, inertial navigation and structural health monitoring systems, and thrusters for nano- and pico-satellites. A selection of case studies are used to explore MEMS for harsh environment sensors in aerospace applications, before the book concludes by considering the use of MEMS in space exploration and exploitation.With its distinguished editors and international team of expert contributors, MEMS for automotive and aerospace applications is a key tool for MEMS manufacturers and all scientists, engineers and academics working on MEMS and intelligent systems for transportation. - Chapters consider the role of MEMS in a number of automotive applications, including passenger safety and comfort, vehicle stability and control - MEMS for aerospace applications are also discussed, including active drag reduction, inertial navigation and structural health monitoring systems - Presents a number of case studies exploring MEMS for harsh environment sensors in aerospace

Smart Sensors and Devices in Artificial Intelligence

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Publisher : MDPI
ISBN 13 : 3039436694
Total Pages : 336 pages
Book Rating : 4.0/5 (394 download)

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Book Synopsis Smart Sensors and Devices in Artificial Intelligence by : Dan Zhang

Download or read book Smart Sensors and Devices in Artificial Intelligence written by Dan Zhang and published by MDPI. This book was released on 2021-04-07 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensors are the eyes or/and ears of an intelligent system, such as UAV, AGV and robots. With the development of material, signal processing, and multidisciplinary interactions, more and more smart sensors are proposed and fabricated under increasing demands for homes, the industry, and military fields. Networks of sensors will be able to enhance the ability to obtain huge amounts of information (big data) and improve precision, which also mirrors the developmental tendency of modern sensors. Moreover, artificial intelligence is a novel impetus for sensors and networks, which gets sensors to learn and think and feed more efficient results back. This book includes new research results from academia and industry, on the subject of “Smart Sensors and Networks”, especially sensing technologies utilizing Artificial Intelligence. The topics include: smart sensors biosensors sensor network sensor data fusion artificial intelligence deep learning mechatronics devices for sensors applications of sensors for robotics and mechatronics devices

Novel Algorithms and Techniques in Telecommunications, Automation and Industrial Electronics

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Publisher : Springer Science & Business Media
ISBN 13 : 1402087373
Total Pages : 597 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Novel Algorithms and Techniques in Telecommunications, Automation and Industrial Electronics by : Tarek Sobh

Download or read book Novel Algorithms and Techniques in Telecommunications, Automation and Industrial Electronics written by Tarek Sobh and published by Springer Science & Business Media. This book was released on 2008-08-15 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: Novel Algorithms and Techniques in Telecommunications, Automation and Industrial Electronics includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Industrial Electronics, Technology and Automation, Telecommunications and Networking. Novel Algorithms and Techniques in Telecommunications, Automation and Industrial Electronics includes selected papers form the conference proceedings of the International Conference on Industrial Electronics, Technology and Automation (IETA 2007) and International Conference on Telecommunications and Networking (TeNe 07) which were part of the International Joint Conferences on Computer, Information and Systems Sciences and Engineering (CISSE 2007).

MEMS-based Integrated Navigation

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Publisher : Artech House
ISBN 13 : 1608070441
Total Pages : 213 pages
Book Rating : 4.6/5 (8 download)

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Book Synopsis MEMS-based Integrated Navigation by : Priyanka Aggarwal

Download or read book MEMS-based Integrated Navigation written by Priyanka Aggarwal and published by Artech House. This book was released on 2010 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to their micro-scale size and low power consumption, Microelectromechanical systems (MEMS) are now being utilized in a variety of fields. This leading-edge resource focuses on the application of MEMS inertial sensors to navigation systems. The book shows you how to minimize cost by adding and removing inertial sensors. Moreover, this practical reference provides you with various integration strategies with examples from real field tests. From an introduction to MEMS navigation related applicationsOC to special topics on Alignment for MEMS-Based NavigationOC to discussions on the Extended Kalman Filter, this comprehensive book covers a wide range of critical topics in this fast-growing area."