A Monitoring Method Based on FDALM and Its Application in the Sintering Process of Ternary Cathode Material

Improved Initialization of the EM Algorithm for Mixture Model Parameter Estimation

(2020) Branislav Panić et al.   Mathematics

Real-time process control of powder bed fusion by monitoring dynamic temperature field

(2020) Xiao-Kang Huang et al.   Advances in Manufacturing

A hybrid model combining mechanism with semi-supervised learning and its application for temperature prediction in roller hearth kiln

(2020) Jiayao Chen et al.   JOURNAL OF PROCESS CONTROL

Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives

(2020) Hongtian Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A JITL-Based Probabilistic Principal Component Analysis for Online Monitoring of Nonlinear Processes

(2018) Ziyang Wang et al.   JOURNAL OF CHEMICAL ENGINEERING OF JAPAN

Student’s-t Mixture Regression-Based Robust Soft Sensor Development for Multimode Industrial Processes

(2018) Jingbo Wang et al.   SENSORS

Dynamic Probabilistic Latent Variable Model for Process Data Modeling and Regression Application

(2017) Zhiqiang Ge et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Diagnostics of sintering processes on the basis of PCA and two-level neural network model

(2017) E.G. Egorova et al.   JOURNAL OF CHEMOMETRICS

Hidden Markov Model-Based Fault Detection Approach for a Multimode Process

(2016) Fan Wang et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

A new fault diagnosis method of multimode processes using Bayesian inference based Gaussian mixture contribution decomposition

(2012) Jie Yu   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Kernel k-means clustering based local support vector domain description fault detection of multimodal processes

(2011) Issam Ben Khediri et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mixture Bayesian regularization method of PPCA for multimode process monitoring

(2010) Zhiqiang Ge et al.   AICHE JOURNAL

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

(2008) Jie Yu et al.   AICHE JOURNAL

An adjoined multi-model approach for monitoring batch and transient operations

(2008) Yew Seng Ng et al.   COMPUTERS & CHEMICAL ENGINEERING