World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
38
Citations
6405
World Ranking
7996
National Ranking
82

Overview

Junghui Chen is affiliated with Chung Yuan Christian University in Taiwan and specializes in the field of Engineering. Their research primarily focuses on Control and Systems Engineering, with significant contributions also in Mechanical Engineering, Analytical Chemistry, Artificial Intelligence, and Industrial and Manufacturing Engineering.

Their main topics of work encompass Fault Detection and Control Systems, Advanced Control Systems Optimization, Mineral Processing and Grinding, Spectroscopy and Chemometric Analyses, Neural Networks and Applications, Machine Fault Diagnosis Techniques, and Process Optimization and Integration.

Chen's recent publications include the following:

  • Supervised and semi-supervised probabilistic learning with deep neural networks for concurrent process-quality monitoring (2020), published in Neural Networks
  • Deep Neural Network-Embedded Stochastic Nonlinear State-Space Models and Their Applications to Process Monitoring (2021), published in IEEE Transactions on Neural Networks and Learning Systems
  • Self-tuning variational mode decomposition (2021), published in Journal of the Franklin Institute
  • Detection and diagnosis of oscillations in process control by fast adaptive chirp mode decomposition (2020), published in Control Engineering Practice
  • Optimal design of organic Rankine cycles for exhaust heat recovery from light-duty vehicles in view of various exhaust gas conditions and negative aspects of mobile vehicles (2020), published in Applied Thermal Engineering

Chen collaborates frequently with several researchers including Yi Shan Lee, Jingxiang Liu, Guoqing Mu, Lei Xie, and Hongye Su, reflecting a network of ongoing partnerships in their research projects.

The scientist has published extensively in notable venues such as Chemical Engineering Science, IEEE Transactions on Instrumentation and Measurement, Industrial & Engineering Chemistry Research, Chemometrics and Intelligent Laboratory Systems, and IFAC-PapersOnLine.

Best Publications

  • On-line batch process monitoring using dynamic PCA and dynamic PLS models

    Junghui Chen;Kun-Chih Liu

  • Applying neural networks to on-line updated PID controllers for nonlinear process control

    Junghui Chen;Tien-Chih Huang

  • Dynamic process fault monitoring based on neural network and PCA

    Junghui Chen;Chien-Mao Liao

  • Integrated soft sensor using just-in-time support vector regression and probabilistic analysis for quality prediction of multi-grade processes

    Yi Liu;Yi Liu;Junghui Chen

  • Plant-Wide Industrial Process Monitoring: A Distributed Modeling Framework

    Zhiqiang Ge;Junghui Chen

  • A review on conventional technologies and emerging process intensification (PI) methods for biodiesel production

    Pin Pin Oh;Pin Pin Oh;Pin Pin Oh;Harrison Lik Nang Lau;Junghui Chen;Mei Fong Chong

  • Mixture Principal Component Analysis Models for Process Monitoring

    Junghui Chen;Jialin Liu

  • Flame Images for Oxygen Content Prediction of Combustion Systems Using DBN

    Yi Liu;Yu Fan;Junghui Chen

  • Status and strategy of fusion materials development in China

    Q.Y. Huang;Y.C. Wu;J.G. Li;F.R. Wan

  • Robust PID based indirect-type iterative learning control for batch processes with time-varying uncertainties

    Tao Liu;Xue Z. Wang;Xue Z. Wang;Junghui Chen

  • Modeling and optimization of hollow fiber DCMD module for desalination

    Li-Hua Cheng;Ping-Chung Wu;Junghui Chen

  • Prognostics of PEM fuel cells based on Gaussian process state space models

    Li Zhu;Junghui Chen

  • Deep Learning of Complex Batch Process Data and Its Application on Quality Prediction

    Kai Wang;Ratna Bhushan Gopaluni;Junghui Chen;Zhihuan Song

  • Auto-Switch Gaussian Process Regression-Based Probabilistic Soft Sensors for Industrial Multigrade Processes with Transitions

    Yi Liu;Tao Chen;Junghui Chen

  • WaveARX neural network development for system identification using a systematic design synthesis

    Junghui Chen;Duane D. Bruns

  • Ultrafiltration of triglyceride from biodiesel using the phase diagram of oil–FAME–MeOH

    Li-Hua Cheng;Ya-Fang Cheng;Shih-Yang Yen;Junghui Chen

  • Numerical Simulation and Optimal Design of AGMD-Based Hollow Fiber Modules for Desalination

    Li-Hua Cheng;Ping-Chung Wu;Junghui Chen

  • Product and process development using artificial neural-network model and information analysis

    Junghui Chen;David Shan Hill Wong;Shi-Shang Jang;Seng-Lu Yang

  • Minimum entropy based run-to-run control for semiconductor processes with uncertain metrology delay

    Jianhua Zhang;Chih-Chiang Chu;Jose Munoz;Junghui Chen

  • On-line batch process monitoring using MHMT-based MPCA

    Junghui Chen;Hsin-Hung Chen

  • Semi-supervised PLVR models for process monitoring with unequal sample sizes of process variables and quality variables

    Le Zhou;Junghui Chen;Zhihuan Song;Zhiqiang Ge

  • Gaussian process regression based optimal design of combustion systems using flame images

    Junghui Chen;Lester Lik Teck Chan;Yi-Cheng Cheng

Frequent Co-Authors

Zhihuan Song
Zhihuan Song Zhejiang University
Zhiqiang Ge
Zhiqiang Ge Zhejiang University
Hongye Su
Hongye Su Zhejiang University
Dan Wang
Dan Wang Dalian Maritime University
David Shan-Hill Wong
David Shan-Hill Wong National Tsing Hua University
Jinliang Xu
Jinliang Xu North China Electric Power University
Kang Li
Kang Li University of Leeds
Xue Z. Wang
Xue Z. Wang University of Leeds
Xiaofeng Yuan
Xiaofeng Yuan Central South University
Juin-Yih Lai
Juin-Yih Lai National Taiwan University of Science and Technology

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