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Yi-Tian Song

Shanghai University

149 Yanchang Road

SHANGDA ROAD 99

Shanghai 200072, 200444

China

  • Shanghai University

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Scholarly Papers (1)

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Uncertainty-Aware Bayesian Neural Network with Shap Interpretability for Data-Driven Assembly Quality Prediction in Complex Manufacturing Systems

Number of pages: 29 Posted: 15 Apr 2025
Jie Wu, Yan-Ning Sun, Yi-Tian Song, Lilan Liu, Zenggui Gao and Wei Qin
Shanghai University, Shanghai Jiao Tong University (SJTU) - School of Mechanical Engineering, Shanghai University, Shanghai University, Shanghai University and Shanghai Jiao Tong University (SJTU) - School of Mechanical Engineering
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Complex assembly process, quality prediction, interpretable machine learning, Bayesian neural network, uncertainty quantification