The problem of constructing reliable systems out of unreliable components is usually dealt with through a combination of redundancy and early retirement. This article assesses the potential of an intelligent failure prediction system that depends more on diagnostic data and analytics than built-in redundancy and costly replacement.

data analytics, diagnostic data, failure prediction, machine learning, reliability
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Copyright © ASM International® 2019
2019
ASM International
Topics
Semiconductor wafer fabrication Reliability modeling and simulation
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