Xingwei Xu

A data-driven model for milling tool remaining useful life prediction with convolutional and stacked LSTM network

Qinglong An, Zhengrui Tao, Xingwei Xu et al. · Measurement · 2019 · 233 citations

Engineering, Machine Learning, Industrial Engineering +12

Intelligent monitoring and diagnostics using a novel integrated model based on deep learning and multi-sensor feature fusion

Xingwei Xu, Zhengrui Tao, Weiwei Ming et al. · Measurement · 2020 · 169 citations

Engineering, Machine Learning, Data Science +12

Deep learning-based tool wear prediction and its application for machining process using multi-scale feature fusion and channel attention mechanism

Xingwei Xu, Jianwen Wang, Bingfu Zhong et al. · Measurement · 2021 · 152 citations

Convolutional Neural Network, Engineering, Machine Learning +7

A novel multi-scale CNN and attention mechanism method with multi-sensor signal for remaining useful life prediction

Xingwei Xu, Xiang Li, Weiwei Ming et al. · Computers & Industrial Engineering · 2022 · 125 citations

Engineering, Machine Learning, Data Science +8

Cutting responses of additive manufactured Ti6Al4V with solid ceramic tool under dry high-speed milling processes

Heng Zhang, Jiaqiang Dang, Weiwei Ming et al. · Ceramics International · 2020 · 73 citations

Materials Science, Engineering, Material Processing +9