A cloud–edge collaboration based quality-related hierarchical fault detection framework for large-scale manufacturing processes

Nonlinear Dynamic Soft Sensor Modeling With Supervised Long Short-Term Memory Network

Xiaofeng Yuan, Lin Li, Yalin Wang · IEEE Transactions on Industrial Informatics · 2019 · 527 citations

Computing, Computer Science, Industrial Engineering +17

Minimal gated unit for recurrent neural networks

Guobing Zhou, Jianxin Wu, Chen-Lin Zhang et al. · International Journal of Automation and Computing · 2016 · 341 citations

Computing, Computer Science, Machine Learning +5

Review and Perspectives of Data-Driven Distributed Monitoring for Industrial Plant-Wide Processes

Qingchao Jiang, Xuefeng Yan, Biao Huang · Industrial & Engineering Chemistry Research · 2019 · 293 citations

Engineering, Industrial Engineering, Systems Engineering +17

A Novel Scheme for Key Performance Indicator Prediction and Diagnosis With Application to an Industrial Hot Strip Mill

Steven X. Ding, Shen Yin, Kaixiang Peng et al. · IEEE Transactions on Industrial Informatics · 2012 · 276 citations

Computing, Data Science, Industrial Engineering +17

Key-Performance-Indicator-Related Process Monitoring Based on Improved Kernel Partial Least Squares

Yabin Si, Youqing Wang, Donghua Zhou · IEEE Transactions on Industrial Electronics · 2020 · 207 citations

Engineering, Industrial Engineering, Systems Engineering +17