Morton effect prediction with validation using a CFD based CNN for pad inlet temperatures

Mechanical Systems and Signal Processing（2023）

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摘要

•Morton Effect (ME) simulation with deep learning 2D mixing coefficient.•ME prediction methodology to consider diverse oil injection types.•Model validation through comparative analysis with available test data.•Investigation of ME characteristics depending on oil injection types.•Investigation of supply oil flowrate effect on ME.

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关键词

Morton effect simulation,Dynamic thermal-fluid-structural interaction analysis,Groove mixing,Deep learning,CFD

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