Layered online data reconciliation strategy with multiple modes for industrial processes

Data Mining and Analytics in the Process Industry: The Role of Machine Learning

Zhiqiang Ge, Zhihuan Song, Steven X. Ding et al. · IEEE Access · 2017 · 895 citations · Full text

Computing, Computer Science, Data Science +11

Review on data-driven modeling and monitoring for plant-wide industrial processes

Zhiqiang Ge · Chemometrics and Intelligent Laboratory Systems · 2017 · 622 citations

Engineering, Industrial Engineering, Systems Engineering +14

Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE

Xiaofeng Yuan, Biao Huang, Yalin Wang et al. · IEEE Transactions on Industrial Informatics · 2018 · 622 citations

Computing, Computer Science, Industrial Engineering +17

Multimode process monitoring with Bayesian inference‐based finite Gaussian mixture models

Jie Yu, S. Joe Qin · AIChE Journal · 2008 · 491 citations

Engineering, Chemical Engineering, Systems Engineering +16

Performance-Driven Distributed PCA Process Monitoring Based on Fault-Relevant Variable Selection and Bayesian Inference

Qingchao Jiang, Xuefeng Yan, Biao Huang · IEEE Transactions on Industrial Electronics · 2015 · 354 citations

Computing, Systems Engineering, Feature Engineering +16