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Author

Li-Lan Liu

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2 papers indexed here

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Aug 2026

A Dynamic Prediction Method for Assembly Quality Based on Physics-Informed Machine Learning

A dynamic prediction method that integrates assembly deviation mechanisms and machine learning and can reduce the assembly out-of-tolerance rate by about 23%, providing a theoretical tool and technical support for high-precision aircraft assembly.

Hong-Wei Xu, Ming Lu, Wei Wang et al. · 0 citations
Review Sep 2026

A State-Of-The-Art Review of Industrial Time Series Data Analysis: Methods and Applications

A systematic review of state-of-the-art methods—spanning statistical approaches, machine learning (ML), deep learning (DL), and cutting-edge large models—along with their applications in industrial decision-making to inspire innovations in realizing data-driven intelligent decision-making for next-generation IIoT syste...

Li-Lan Liu, Yixiang Zhang, Yan-Ning Sun et al. · 0 citations

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