{"product_id":"knowledge-driven-board-level-functional-fault-diagnosis-von-fangming-ye-zhaobo-zhang-krishnendu-chakrabarty-xinli-gu","title":"Knowledge-Driven Board-Level Functional Fault Diagnosis","description":"\n                                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.\n                \n                \u003cbr\u003e\n                                •\tExplains and applies optimized techniques from the machine-learning      \tdomain to solve the fault diagnosis problem in the realm of electronic \tsystem design and manufacturing;•\tDemonstrates techniques based on industrial data and feedback from an \tactual manufacturing line;•\tDiscusses practical problems, including diagnosis accuracy, diagnosis \ttime cost, evaluation of diagnosis system, handling of missing syndromes \tin diagnosis, and need for fast diagnosis-system development.\n                \n                \u003cbr\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319402093\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319820545\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783319402093","offer_id":28568584224861,"sku":"9783319402093","price":93.08,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783319820545","offer_id":39426226782301,"sku":"9783319820545","price":93.08,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/bdcc2f88-981c-4073-9302-859b9056eb73.jpg?v=1775624031","url":"https:\/\/shop.autorenwelt.de\/products\/knowledge-driven-board-level-functional-fault-diagnosis-von-fangming-ye-zhaobo-zhang-krishnendu-chakrabarty-xinli-gu","provider":"Autorenwelt Shop","version":"1.0","type":"link"}