Ai Techniques For Reliability Prediction For Electronic Components

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AI Techniques for Reliability Prediction for Electronic Components

Author : Bhargava, Cherry
Publisher : IGI Global
ISBN 13 : 1799814661
Total Pages : 330 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis AI Techniques for Reliability Prediction for Electronic Components by : Bhargava, Cherry

Download or read book AI Techniques for Reliability Prediction for Electronic Components written by Bhargava, Cherry and published by IGI Global. This book was released on 2019-12-06 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the industry of manufacturing and design, one major constraint has been enhancing operating performance using less time. As technology continues to advance, manufacturers are looking for better methods in predicting the condition and residual lifetime of electronic devices in order to save repair costs and their reputation. Intelligent systems are a solution for predicting the reliability of these components; however, there is a lack of research on the advancements of this smart technology within the manufacturing industry. AI Techniques for Reliability Prediction for Electronic Components provides emerging research exploring the theoretical and practical aspects of prediction methods using artificial intelligence and machine learning in the manufacturing field. Featuring coverage on a broad range of topics such as data collection, fault tolerance, and health prognostics, this book is ideally designed for reliability engineers, electronic engineers, researchers, scientists, students, and faculty members seeking current research on the advancement of reliability analysis using AI.

Al Techniques for Reliability Prediction for Electronic Components

Author : Cherry Bhargava
Publisher : Engineering Science Reference
ISBN 13 : 9781523128921
Total Pages : 345 pages
Book Rating : 4.1/5 (289 download)

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Book Synopsis Al Techniques for Reliability Prediction for Electronic Components by : Cherry Bhargava

Download or read book Al Techniques for Reliability Prediction for Electronic Components written by Cherry Bhargava and published by Engineering Science Reference. This book was released on 2020 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book explores the theoretical and practical aspects of prediction methods using artificial intelligence and machine learning in the manufacturing field"--

Intelligent Reliability Analysis Using MATLAB and AI

Author : Dr. Cherry Bhargava
Publisher : BPB Publications
ISBN 13 : 939068465X
Total Pages : 204 pages
Book Rating : 4.3/5 (96 download)

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Book Synopsis Intelligent Reliability Analysis Using MATLAB and AI by : Dr. Cherry Bhargava

Download or read book Intelligent Reliability Analysis Using MATLAB and AI written by Dr. Cherry Bhargava and published by BPB Publications. This book was released on 2021-06-21 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to minimize the global problem of e-waste KEY FEATURES ● Explore core concepts of Reliability Analysis, various smart models, different electronic components, and practical use of MATLAB. ● Cutting edge coverage on building intelligent systems for reliability analysis. ● Includes numerous techniques and methods to identify failure and reliability parameters. DESCRIPTION Intelligent Reliability Analysis using MATLAB and AI explains a roadmap to analyze and predict various electronic components’ future life and performance reliability. Deeply narrated and authored by reliability experts, this book empowers the reader to deepen their understanding of reliability identification, its significance, preventive measures, and various techniques. The book teaches how to predict the residual lifetime of active and passive components using an interesting use case on electronic waste. The book will demonstrate how the capacity of re-usability of electronic components can benefit the consumer to reuse the same component, with the confidence of successful operations. It lists key attributes and ways to design experiments using Taguchi’s approach, based on various acceleration factors. This book makes it easier for readers to understand reliability modeling of active and passive components using the Artificial Neural Network, Fuzzy Logic, Adaptive Neuro-Fuzzy Inference System (ANFIS). The book keeps you engaged with a systematic and detailed explanation of step-wise MATLAB-based implementation of electronic components. These explanations and illustrations will help the readers to predict fault and failure well before time. WHAT YOU WILL LEARN ● Optimize various acceleration factors for exploring the residual life of components experimentally. ● Design an intelligent model to predict the upcoming faults and failures of electronic components and make provision for timely replacement of the fault components. ● Design experiments using Taguchi’s approach. ● Understand reliability modeling of active and passive components using the Artificial Neural Network and Fuzzy Logic. WHO THIS BOOK IS FOR This book is for current and aspiring emerging tech professionals, researchers, students, and anyone who wishes to understand and diagnose the product life of electronic components using the power of artificial intelligence and various experimental techniques. TABLE OF CONTENTS 1. RELIABILITY FUNDAMENTALS 2. RELIABILITY MEASURES 3. REMAINING USEFUL LIFETIME ESTIMATION TECHNIQUES 4. INTELLIGENT MODELS FOR RELIABILITY PREDICTION 5. ACCELERATED LIFE TESTING 6. EXPERIMENTAL TESTING OF ACTIVE AND PASSIVE COMPONENTS 7. INTELLIGENT MODELING FOR RELIABILITY ASSESSMENT USING MATLAB

Artificial Intelligence Paradigms for Smart Cyber-Physical Systems

Author : Luhach, Ashish Kumar
Publisher : IGI Global
ISBN 13 : 1799851028
Total Pages : 392 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Artificial Intelligence Paradigms for Smart Cyber-Physical Systems by : Luhach, Ashish Kumar

Download or read book Artificial Intelligence Paradigms for Smart Cyber-Physical Systems written by Luhach, Ashish Kumar and published by IGI Global. This book was released on 2020-11-13 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-physical systems (CPS) have emerged as a unifying name for systems where cyber parts (i.e., the computing and communication parts) and physical parts are tightly integrated, both in design and during operation. Such systems use computations and communication deeply embedded in and interacting with human physical processes as well as augmenting existing and adding new capabilities. As such, CPS is an integration of computation, networking, and physical processes. Embedded computers and networks monitor and control the physical processes, with feedback loops where physical processes affect computations and vice versa. The economic and societal potential of such systems is vastly greater than what has been realized, and major investments are being made worldwide to develop the technology. Artificial Intelligence Paradigms for Smart Cyber-Physical Systems focuses on the recent advances in Artificial intelligence-based approaches towards affecting secure cyber-physical systems. This book presents investigations on state-of-the-art research issues, applications, and achievements in the field of computational intelligence paradigms for CPS. Covering topics that include autonomous systems, access control, machine learning, and intrusion detection and prevention systems, this book is ideally designed for engineers, industry professionals, practitioners, scientists, managers, students, academicians, and researchers seeking current research on artificial intelligence and cyber-physical systems.

Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms

Author : Milutinovi?, Veljko
Publisher : IGI Global
ISBN 13 : 1799883523
Total Pages : 296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by : Milutinovi?, Veljko

Download or read book Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms written by Milutinovi?, Veljko and published by IGI Global. This book was released on 2022-03-11 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.

Remaining Useful Life (RUL) Prediction of electrolytic Capacitor using Artificial Intelligence

Author : Cherry Bhargava
Publisher : GRIN Verlag
ISBN 13 : 3668799121
Total Pages : 111 pages
Book Rating : 4.6/5 (687 download)

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Book Synopsis Remaining Useful Life (RUL) Prediction of electrolytic Capacitor using Artificial Intelligence by : Cherry Bhargava

Download or read book Remaining Useful Life (RUL) Prediction of electrolytic Capacitor using Artificial Intelligence written by Cherry Bhargava and published by GRIN Verlag. This book was released on 2018-09-17 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master's Thesis from the year 2017 in the subject Engineering - Artificial Intelligence, grade: 9.00, Lovely Professional University, Punjab (Lovely professional university, Punjab), course: M.Tech, language: English, abstract: Residual life prediction is the technique which demonstrates how reliable a particular electronic system or component works under in specific operating conditions. The remaining useful life relies on the failure rate of a component and on the operating conditions of a device. This failure rate drifts for the duration of the life of the item with time. Life is an important aspect while choosing the electronic hardware. Residual life estimation and life prediction are two distinct terms. The importance of life estimation is to evaluate the remaining useful life of a specific component under the different stress parameters. As an increasing number of components are integrated on to a chip, the chances of failure increase, as the different parts have their own stress factors and different working conditions. So the condition monitoring strategies are utilized which enhances the reliability of a component and a suitable move to be made before any harmful breakdown happens. The electronic circuits need a failure estimation technique to protect the system from unavoidable failures. Residual life estimation of electronic components is an important fact these days as electronic components and devices becomes a great need of society. Residual life prediction is predicting the remaining useful life of a component or device based on various failure factors of any component and it also depends on the operating conditions. Many methods for predicting the life of electronic components have been developed. The life of electronic components can be predicted by creating an intelligent system for the failure analysis. The capability to predict the life of electronic components is a key to prevent the sudden costly failure and it will increase the overall performance and reliability of a system. So, remaining useful life prediction is an important factor for every active and passive electronic component such as resistor, capacitor and diode etc.

Nanodevices for Integrated Circuit Design

Author : Suman Lata Tripathi
Publisher : John Wiley & Sons
ISBN 13 : 1394186371
Total Pages : 273 pages
Book Rating : 4.3/5 (941 download)

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Book Synopsis Nanodevices for Integrated Circuit Design by : Suman Lata Tripathi

Download or read book Nanodevices for Integrated Circuit Design written by Suman Lata Tripathi and published by John Wiley & Sons. This book was released on 2023-10-18 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: NANODEVICES FOR INTEGRATED CIRCUIT DESIGN Nanodevices are an integral part of many of the technologies that we use every day. It is a constantly changing and evolving area, with new materials, processes, and applications coming online almost daily. Increasing demand for smart and intelligent devices in human life with better sensing, communication and signal processing is increasingly pushing researchers and designers towards future design challenges based upon internet-of-things (IoT) applications. Several types of research have been done at the level of solid-state devices, circuits, and materials to optimize system performance with low power consumption. For suitable IoT-based systems, there are some key areas, such as the design of energy storage devices, energy harvesters, novel low power high-speed devices, and circuits. Uses of new materials for different purposes, such as semiconductors, metals, and insulators in different parts of devices, circuits, and energy sources, also play a significant role in smart applications of such systems. Emerging techniques like machine learning and artificial intelligence are also becoming a part of the latest developments in an electronic device and circuit design. This groundbreaking new book will, among other things, aid developing countries in updating their semiconductor industries in terms of IC design and manufacturing to avoid dependency on other countries. Likewise, as an introduction to the area for the new-hire or student, and as a reference for the veteran engineer in the field, it will be helpful for more developed countries in their pursuit of better IC design. It is a must have for any engineer, scientist, or other industry professional working in this area.

Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence

Author : Chui, Kwok Tai
Publisher : IGI Global
ISBN 13 : 1799830403
Total Pages : 403 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence by : Chui, Kwok Tai

Download or read book Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence written by Chui, Kwok Tai and published by IGI Global. This book was released on 2020-01-03 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: While cognitive informatics and natural intelligence are receiving greater attention by researchers, multidisciplinary approaches still struggle with fundamental problems involving psychology and neurobiological processes of the brain. Examining the difficulties of certain approaches using the tools already available is vital for propelling knowledge forward and making further strides. Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence is a collection of innovative research that examines the enhancement of human cognitive performance using emerging technologies. Featuring research on topics such as parallel computing, neuroscience, and signal processing, this book is ideally designed for engineers, computer scientists, programmers, academicians, researchers, and students.

Handbook of Research on Emerging Trends and Applications of Machine Learning

Author : Solanki, Arun
Publisher : IGI Global
ISBN 13 : 1522596453
Total Pages : 674 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Emerging Trends and Applications of Machine Learning by : Solanki, Arun

Download or read book Handbook of Research on Emerging Trends and Applications of Machine Learning written by Solanki, Arun and published by IGI Global. This book was released on 2019-12-13 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: As today’s world continues to advance, Artificial Intelligence (AI) is a field that has become a staple of technological development and led to the advancement of numerous professional industries. An application within AI that has gained attention is machine learning. Machine learning uses statistical techniques and algorithms to give computer systems the ability to understand and its popularity has circulated through many trades. Understanding this technology and its countless implementations is pivotal for scientists and researchers across the world. The Handbook of Research on Emerging Trends and Applications of Machine Learning provides a high-level understanding of various machine learning algorithms along with modern tools and techniques using Artificial Intelligence. In addition, this book explores the critical role that machine learning plays in a variety of professional fields including healthcare, business, and computer science. While highlighting topics including image processing, predictive analytics, and smart grid management, this book is ideally designed for developers, data scientists, business analysts, information architects, finance agents, healthcare professionals, researchers, retail traders, professors, and graduate students seeking current research on the benefits, implementations, and trends of machine learning.

Smart Systems Design, Applications, and Challenges

Author : Rodrigues, João M.F.
Publisher : IGI Global
ISBN 13 : 1799821145
Total Pages : 459 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Smart Systems Design, Applications, and Challenges by : Rodrigues, João M.F.

Download or read book Smart Systems Design, Applications, and Challenges written by Rodrigues, João M.F. and published by IGI Global. This book was released on 2020-02-28 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart systems when connected to artificial intelligence (AI) are still closely associated with some popular misconceptions that cause the general public to either have unrealistic fears about AI or to expect too much about how it will change our workplace and life in general. It is important to show that such fears are unfounded, and that new trends, technologies, and smart systems will be able to improve the way we live, benefiting society without replacing humans in their core activities. Smart Systems Design, Applications, and Challenges provides emerging research that presents state-of-the-art technologies and available systems in the domains of smart systems and AI and explains solutions from an augmented intelligence perspective, showing that these technologies can be used to benefit, instead of replace, humans by augmenting the information and actions of their daily lives. The book addresses all smart systems that incorporate functions of sensing, actuation, and control in order to describe and analyze a situation and make decisions based on the available data in a predictive or adaptive manner. Highlighting a broad range of topics such as business intelligence, cloud computing, and autonomous vehicles, this book is ideally designed for engineers, investigators, IT professionals, researchers, developers, data analysts, professors, and students.

Developing Linear Algebra Codes on Modern Processors: Emerging Research and Opportunities

Author : Catalán Pallarés, Sandra
Publisher : IGI Global
ISBN 13 : 1799870847
Total Pages : 279 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Developing Linear Algebra Codes on Modern Processors: Emerging Research and Opportunities by : Catalán Pallarés, Sandra

Download or read book Developing Linear Algebra Codes on Modern Processors: Emerging Research and Opportunities written by Catalán Pallarés, Sandra and published by IGI Global. This book was released on 2022-10-14 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimized linear algebra (LA) libraries that are able to exploit the underlying hardware are always of interest in the high-performance computing community. The implementation of LA software has evolved along with computer architecture, while the specification remains unaltered almost from the beginning. It is important to differentiate between the specification of LA libraries and their implementation. Because LA libraries pursue high performance, the implementation for a given architecture needs to be optimized for it specifically. However, the type of operations included in the libraries, the input/output parameters, and the data types to be handled are common to all of them. This is why, while the specification remains constant, the implementation evolves with the creation of new architectures. Developing Linear Algebra Codes on Modern Processors: Emerging Research and Opportunities presents the main characteristics of LA libraries, showing the differences between the standards for sparse and dense versions. It further explores relevant linear algebra problems and shows, in a clear and understandable way, how to solve them using different computer architectures. Covering topics such as programming models, batched computing, and distributed memory platforms, this premier reference source is an excellent resource for programmers, computer scientists, engineers, students and faculty of higher education, librarians, researchers, and academicians.

Managerial Challenges and Social Impacts of Virtual and Augmented Reality

Author : Loureiro, Sandra Maria Correia
Publisher : IGI Global
ISBN 13 : 179982876X
Total Pages : 318 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Managerial Challenges and Social Impacts of Virtual and Augmented Reality by : Loureiro, Sandra Maria Correia

Download or read book Managerial Challenges and Social Impacts of Virtual and Augmented Reality written by Loureiro, Sandra Maria Correia and published by IGI Global. This book was released on 2020-01-03 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increase in smartphone usage and new technologies embedded in smart devices have led to innovative developments and applications throughout a variety of industries. However, new techniques such as spatial augmented reality are becoming more affordable for business, allowing consumers to experience and interact with the world as they never have before. AR and VR have vast implications for management and can allow companies to increase their sustainability and reduce their CO2 footprint. Managerial Challenges and Social Impacts of Virtual and Augmented Reality is a pivotal reference source that provides vital research on the applications of VR, AR, and related technologies from the perspectives of managers and marketers in the industry and discusses the social impact of these technologies. While highlighting topics such as consumer analysis, privacy ethics, and relationship marketing, this book is ideally designed for managers, marketers, technology developers, managing directors, business professionals, academicians, students, and researchers seeking current studies on the evolution of interactive technology.

Research Anthology on Artificial Neural Network Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668424096
Total Pages : 1575 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Artificial Neural Network Applications by : Management Association, Information Resources

Download or read book Research Anthology on Artificial Neural Network Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-07-16 with total page 1575 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial neural networks (ANNs) present many benefits in analyzing complex data in a proficient manner. As an effective and efficient problem-solving method, ANNs are incredibly useful in many different fields. From education to medicine and banking to engineering, artificial neural networks are a growing phenomenon as more realize the plethora of uses and benefits they provide. Due to their complexity, it is vital for researchers to understand ANN capabilities in various fields. The Research Anthology on Artificial Neural Network Applications covers critical topics related to artificial neural networks and their multitude of applications in a number of diverse areas including medicine, finance, operations research, business, social media, security, and more. Covering everything from the applications and uses of artificial neural networks to deep learning and non-linear problems, this book is ideal for computer scientists, IT specialists, data scientists, technologists, business owners, engineers, government agencies, researchers, academicians, and students, as well as anyone who is interested in learning more about how artificial neural networks can be used across a wide range of fields.

Artificial Intelligent Techniques for Electric and Hybrid Electric Vehicles

Author : Chitra A.
Publisher : John Wiley & Sons
ISBN 13 : 1119682010
Total Pages : 288 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Artificial Intelligent Techniques for Electric and Hybrid Electric Vehicles by : Chitra A.

Download or read book Artificial Intelligent Techniques for Electric and Hybrid Electric Vehicles written by Chitra A. and published by John Wiley & Sons. This book was released on 2020-07-10 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electric vehicles/hybrid electric vehicles (EV/HEV) commercialization is still a challenge in industries in terms of performance and cost. The performance along with cost reduction are two tradeoffs which need to be researched to arrive at an optimal solution. This book focuses on the convergence of various technologies involved in EV/HEV. The book brings together the research that is being carried out in the field of EV/HEV whose leading role is by optimization techniques with artificial intelligence (AI). Other featured research includes green drive schemes which involve the possible renewable energy sources integration to develop eco-friendly green vehicles, as well as Internet of Things (IoT)-based techniques for EV/HEVs. Electric vehicle research involves multi-disciplinary expertise from electrical, electronics, mechanical engineering and computer science. Consequently, this book serves as a point of convergence wherein all these domains are addressed and merged and will serve as a potential resource for industrialists and researchers working in the domain of electric vehicles.

Prognostics and Health Management of Electronics

Author : Michael G. Pecht
Publisher : John Wiley & Sons
ISBN 13 : 1119515300
Total Pages : 800 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Prognostics and Health Management of Electronics by : Michael G. Pecht

Download or read book Prognostics and Health Management of Electronics written by Michael G. Pecht and published by John Wiley & Sons. This book was released on 2018-08-15 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: An indispensable guide for engineers and data scientists in design, testing, operation, manufacturing, and maintenance A road map to the current challenges and available opportunities for the research and development of Prognostics and Health Management (PHM), this important work covers all areas of electronics and explains how to: assess methods for damage estimation of components and systems due to field loading conditions assess the cost and benefits of prognostic implementations develop novel methods for in situ monitoring of products and systems in actual life-cycle conditions enable condition-based (predictive) maintenance increase system availability through an extension of maintenance cycles and/or timely repair actions; obtain knowledge of load history for future design, qualification, and root cause analysis reduce the occurrence of no fault found (NFF) subtract life-cycle costs of equipment from reduction in inspection costs, downtime, and inventory Prognostics and Health Management of Electronics also explains how to understand statistical techniques and machine learning methods used for diagnostics and prognostics. Using this valuable resource, electrical engineers, data scientists, and design engineers will be able to fully grasp the synergy between IoT, machine learning, and risk assessment.

Next Generation HALT and HASS

Author : Kirk A. Gray
Publisher : John Wiley & Sons
ISBN 13 : 1118700236
Total Pages : 298 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Next Generation HALT and HASS by : Kirk A. Gray

Download or read book Next Generation HALT and HASS written by Kirk A. Gray and published by John Wiley & Sons. This book was released on 2016-05-23 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEXT GENERATION HALT AND HASS ROBUST DESIGN OF ELECTRONICS AND SYSTEMS A NEW APPROACH TO DISCOVERING AND CORRECTING SYSTEMS RELIABILITY RISKS Next Generation HALT and HASS presents a major paradigm shift from reliability prediction-based methods to discovery of electronic systems reliability risks. This is achieved by integrating highly accelerated life test (HALT) and highly accelerated stress screen (HASS) into a physics of failure based robust product and process development methodology. The new methodologies challenge misleading and sometimes costly misapplication of probabilistic failure prediction methods (FPM) and provide a new deterministic map for reliability development. The authors clearly explain the new approach with a logical progression of problem statement and solutions. The book helps engineers employ HALT and HASS by demonstrating why the misleading assumptions used for FPM are invalid. Next, the application of HALT and HASS empirical discovery methods to quickly find unreliable elements in electronics systems gives readers practical insight into the techniques. The physics of HALT and HASS methodologies are highlighted, illustrating how they uncover and isolate software failures due to hardware–software interactions in digital systems. The use of empirical operational stress limits for the development of future tools and reliability discriminators is described. Key features: Provides a clear basis for moving from statistical reliability prediction models to practical methods of insuring and improving reliability. Challenges existing failure prediction methodologies by highlighting their limitations using real field data. Explains a practical approach to why and how HALT and HASS are applied to electronics and electromechanical systems. Presents opportunities to develop reliability test discriminators for prognostics using empirical stress limits. Guides engineers and managers on the benefits of the deterministic and more efficient methods of HALT and HASS. Integrates the empirical limit discovery methods of HALT and HASS into a physics of failure based robust product and process development process.

Electronic Component Reliability

Author : Finn Jensen
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 386 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Electronic Component Reliability by : Finn Jensen

Download or read book Electronic Component Reliability written by Finn Jensen and published by John Wiley & Sons. This book was released on 1995 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes an introduction to some important reliability concepts and a review of terminology. The work is divided into three sections: modelling, evaluation and assurance.