Share

AI Techniques for Reliability Prediction for Electronic Components

2019-12-06 Computers
Download AI Techniques for Reliability Prediction for Electronic Components PDF Online Free

Author :
Release : 2019-12-06
Genre : Computers
Kind : eBook
Book Rating : 661/5 ( reviews)

GET EBOOK


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. This book was released on 2019-12-06. 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

2020 Electronic apparatus and appliances
Download Al Techniques for Reliability Prediction for Electronic Components PDF Online Free

Author :
Release : 2020
Genre : Electronic apparatus and appliances
Kind : eBook
Book Rating : 921/5 ( reviews)

GET EBOOK


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. This book was released on 2020. 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"--

AI Techniques for Reliability Prediction for Electronic Components

2020
Download AI Techniques for Reliability Prediction for Electronic Components PDF Online Free

Author :
Release : 2020
Genre :
Kind : eBook
Book Rating : 723/5 ( reviews)

GET EBOOK


Book Synopsis AI Techniques for Reliability Prediction for Electronic Components by :

Download or read book AI Techniques for Reliability Prediction for Electronic Components written by . This book was released on 2020. 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.

Intelligent Reliability Analysis Using MATLAB and AI

2021-06-21 Computers
Download Intelligent Reliability Analysis Using MATLAB and AI PDF Online Free

Author :
Release : 2021-06-21
Genre : Computers
Kind : eBook
Book Rating : 65X/5 ( reviews)

GET EBOOK


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. This book was released on 2021-06-21. 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

2020-11-13 Computers
Download Artificial Intelligence Paradigms for Smart Cyber-Physical Systems PDF Online Free

Author :
Release : 2020-11-13
Genre : Computers
Kind : eBook
Book Rating : 028/5 ( reviews)

GET EBOOK


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. This book was released on 2020-11-13. 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.

You may also like...