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What is Domain Adaptation for Fault Diagnosis about?

The document presents a board-level functional fault diagnosis workflow that utilizes domain adaptation (DA) to transfer knowledge from mature boards to new boards during the ramp-up phase. It addresses the challenge of limited data availability for training machine-learning models in early manufacturing stages by employing various DA methods to improve diagnosis accuracy. Experimental results demonstrate the effectiveness of the proposed approach in enhancing fault diagnosis for complex boards in productio

Author

koushikdurgapu999

Language

EN