Concepedia

Jie Yu

JY

74

Publications

4K

Citations

31

H-Index

2007

Active since

Affiliations

McMaster University(Current)

Chongqing University

State Key Laboratory of Industrial Control Technology

The University of Texas at Austin

China University of Mining and Technology

Jie Yu is an author at McMaster University specializing in engineering, systems engineering, and process control.

Top concepts

EngineeringSystems EngineeringProcess ControlData ScienceSignal ProcessingBusinessProcess MeasurementProcess SafetyPattern RecognitionStructural Mechanics

Publications per year

2007–2025

74

Publications

74

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

Jie Yu, S. Joe Qin · AIChE Journal · 2008 · 488 citations

Engineering, Gaussian Components, Industrial Engineering +18

Short-term wind speed prediction using an unscented Kalman filter based state-space support vector regression approach

Kuilin Chen, Jie Yu · Applied Energy · 2013 · 306 citations

State Estimation, Meteorology, Forecasting Methodology +7

Multiway Gaussian Mixture Model Based Multiphase Batch Process Monitoring

Jie Yu, S. Joe Qin · Industrial & Engineering Chemistry Research · 2009 · 184 citations

Engineering, Industrial Engineering, Process Safety +16

A nonlinear kernel Gaussian mixture model based inferential monitoring approach for fault detection and diagnosis of chemical processes

Jie Yu · Chemical Engineering Science · 2011 · 178 citations

Fault Diagnosis, Chemical Processes, Inferential Monitoring Approach +11

A Bayesian inference based two-stage support vector regression framework for soft sensor development in batch bioprocesses

Jie Yu · Computers & Chemical Engineering · 2012 · 152 citations

Engineering, Data Science, Soft Sensor Development +10

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