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Item Details
| Title:
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KNOWLEDGE-DRIVEN BOARD-LEVEL FUNCTIONAL FAULT DIAGNOSIS
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| Volume: |
2016 |
| By: |
Fangming Ye, Zhaobo Zhang, Krishnendu Chakrabarty |
| Format: |
Hardback |
| List price:
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£64.99 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
3319402099 |
| ISBN 13: |
9783319402093 |
| Publisher: |
SPRINGER INTERNATIONAL PUBLISHING AG |
| Pub. date: |
19 August, 2016 |
| Edition: |
2017 ed. |
| Pages: |
160 |
| Synopsis: |
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. |
| Illustrations: |
10 black & white illustrations, 65 colour illustrations, 64 colour tables, |
| Publication: |
Switzerland |
| Imprint: |
Springer International Publishing AG |
| Returns: |
Returnable |
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Encyclopedia of Electronic Components: Sensors for Location, Presence, Proximity, Orientation, Oscillation, Force, Load, Human Input, Liquid and Gas Properties, Light, Heat, Sound, and Electricity (Paperback)
O'Reilly Media, Inc, USA
Our Price :
£17.51
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