Yajun Fan

Spatiotemporal Modeling for Nonlinear Distributed Thermal Processes Based on KL Decomposition, MLP and LSTM Network

Yajun Fan, Kangkang Xu, Hui Wu et al. · IEEE Access · 2020 · 175 citations · Full text

Engineering, Kl Decomposition, Kl-mlp-lstm Model +19

A Data-Driven Soft Sensor Based on Multilayer Perceptron Neural Network With a Double LASSO Approach

Yajun Fan, Bo Tao, Ying Zheng et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 72 citations

Sensor Application, Engineering, Machine Learning +21

Estimation of the time and space-dependent heat flux distribution at the tool-chip interface during turning using an inverse method and thin film thermocouples measurement

Shuwen Huang, Bo Tao, Jindang Li et al. · The International Journal of Advanced Manufacturing Technology · 2018 · 28 citations

Engineering, Tool-chip Interface, Microfabrication +13

Online spatiotemporal modeling for time-varying distributed parameter systems using Kernel-based Multilayer Extreme Learning Machine

Chengjiu Zhu, Haidong Yang, Yajun Fan et al. · Nonlinear Dynamics · 2021 · 26 citations

Engineering, Machine Learning, Data Science +10

On-line estimation of the tool-chip interface temperature field during turning using a sequential inverse method

Shuwen Huang, Bo Tao, Jindang Li et al. · The International Journal of Advanced Manufacturing Technology · 2018 · 17 citations

Engineering, Industrial Engineering, Calibration +12