Knowledge-Driven Board-Level Functional Fault Diagnosis

Knowledge-Driven Board-Level Functional Fault Diagnosis

English | 2017 | ISBN: 3319402099 | 147 Pages | PDF | 17.6 MB

This book provides a comprehensive set of characterization, prediction, optimization, evaluation, and evolution techniques for a diagnosis system for fault isolation in large electronic systems. Readers with a background in electronics design or system engineering can use this book as a reference to derive insightful knowledge from data analysis and use this knowledge as guidance for designing reasoning-based diagnosis systems. Moreover, readers with a background in statistics or data analytics can use this book as a practical case study for adapting data mining and machine learning techniques to electronic system design and diagnosis. This book identifies the key challenges in reasoning-based, board-level diagnosis system design and presents the solutions and corresponding results that have emerged from leading-edge research in this domain. It covers topics ranging from highly accurate fault isolation, adaptive fault isolation, diagnosis-system robustness assessment, to system performance analysis and evaluation, knowledge discovery and knowledge transfer. With its emphasis on the above topics, the book provides an in-depth and broad view of reasoning-based fault diagnosis system design.

Explains and applies optimized techniques from the machine-learning domain to solve the fault diagnosis problem in the realm of electronic system design and manufacturing;
Demonstrates techniques based on industrial data and feedback from an actual manufacturing line;
Discusses practical problems, including diagnosis accuracy, diagnosis time cost, evaluation of diagnosis system, handling of missing syndromes in diagnosis, and need for fast diagnosis-system development.

Download:

http://longfiles.com/2770hthhm6ym/Knowledge-Driven_Board-Level_Functional_Fault_Diagnosis.rar.html

[Fast Download] Knowledge-Driven Board-Level Functional Fault Diagnosis


Ebooks related to "Knowledge-Driven Board-Level Functional Fault Diagnosis" :
How to Do Everything
Electrodes for Li-Ion Batteries: Materials, Mechanisms and Performance
Getting Started with Raspberry Pi: Program Your Raspberry Pi!
Computer Vision
Fundamentals of Electronic Systems Design
Electronics: Circuits, Amplifiers and Gates, Second Edition
Elektronische Ausweisdokumente: Grundlagen und Praxisbeispiele
Fundamentals of Electronics: Book 1: Electronic Devices and Circuit Applications
SMT Soldering Handbook, 2Edition
Survivability and Traffic Grooming in WDM Optical Networks
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.