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Author

Li-Lan Liu

2 papers indexed here

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Aug 2026

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

In aircraft stringer assembly, flatness out-of-tolerance is caused by the cumulative propagation of multi-source coupled deviations, and it is difficult to perceive this phenomenon dynamically. To address this problem, this study proposes a dynamic prediction method that integrates assembly deviation mechanisms and m...

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

The Industrial Internet of Things (IIoT) is characterized by the generation of vast amounts of time-series data. Modern IIoT systems enable efficient collection, storage, and querying of massive industrial time-series data, making the processing and analysis of such data a key enabler for data-driven decision-making in...

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

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