首頁 > 師資介紹
師資介紹 >English

陳榮輝 教授

授課科目:程序控制
辦公室:工509
電話:03-2654107
現職:
中原大學化學工程學系 教授
學歷:
美國 田納西大學 化學工程學系 博士
國立台灣大學 化學工程學系 碩士
私立中原大學 化學工程學系 學士
研究專長:
程序最佳化設計
研究領域:
(Research Interests: Development of Data-Driven Techniques)  
Process Monitoring and Diagnosis System
Iterative Learning Design
Process Optimization Design
Performance Assessment of Control Loops
著作:
  • L. L. T. Chan and J. Chen (2017) “Probabilistic Uncertainty Based Simultaneous Process Design and Control with Iterative Expected Improvement Model,” Comput. Chem. Eng. (Accepted) 
  • Y. Liu, Y. Fan and J. Chen (2017) “Flame Images for Oxygen Content Prediction of Combustion Systems Using DBN,” Energy & Fuels, (Accepted) 
  • C. Wei, J. Chen and Z. Song (2017) “Multi-Level MVU Models with Localized Construction for Monitoring Processes with Large Scale Data,” J. Process Contr. (Accepted)
  • L. L. T. Chan and J. Chen (2017) “Melt Index Prediction Using Mixture of Gaussian Process Regression with Embedded Clustering and Variable Selections” Journal of Applied Polymer Science (Accepted) 
  • L. Jiang, Z. Song, Z. Ge and J. Chen (2017) “Robust Self-supervised Model and Its Application for Fault Detection,” Ind. Eng. Chem. Res., 56 (26), 7503–7515.
  • Y. Liu, Q.-Y. Wu, and J. Chen, (2017) “Active Selection of Informative Data for Sequential Quality Enhancement of Soft Sensor Models with Latent Variables,” Ind. Eng. Chem. Res., 56 (16), 4804–4817.
  • Z. Zhua, Z. Meng, Z. Zhang, J. Chen and Y. Daib (2017) “Robust Particle Filter for State Estimations Using Measurements with Different Types of Gross Errors,” ISA Transactions, 69, 281-295.
  • J. Chen and S.-W. Gu (2017) “Development of LTV Subspace System Identification Using Basis Functions Approach to Assessing the Performance of Control Loops for Nonlinear Processes,” J .Taiwan Inst. Chem. Eng., 73, 123-134.
  • W. Kai, J. Chen and Z. Song (2017) “Data-Driven Sensor Fault Diagnosis Systems for Feedback Control Loops,” J. Process Contr. 54, 152-171.
  • Z. Zhang, Y.-Y. Chuang and J. Chen (2017) “Using Clustering Based Logical Equation Set to Decompose Large Scale Chemical Processes for Parallel Solving Data Reconciliation and Parameter Estimation Problem,” Chem. Eng. Res. Des., 120, 396-409.
  • L. L. T. Chan, C.-P. Chou and J. Chen (2017) “Hybrid Model Based Expected Improvement Control for Cyclical Operation of Membrane Microfiltration Processes,” Chem. Eng. Sci., 166, 77-90.
  • J. Zhang, M. Lin, J. Chen, J. Xu and K. Li (2017) “PLS-based Multi-loop Robust H2 Control for Improvement of Operating Efficiency of Waste Heat Energy Conversion Systems with Organic Rankine Cycle,” Energy, 123, 460-472.
  • Z. Yan, J. Chen and Z. Zhang (2017) “Using Hidden Markov Model to Identify Oscillation Temporal Pattern for Control Loops,” Chem. Eng. Res. Des., 119, 117-129. 
  • L. Zhou, J. Chen, L. Yao, Z. Song and B. Hou, (2017) “Similarity Based Robust Probability Latent Variable Regression Model and its Kernel Extension for Process Monitoring,” Chemometer Intell Lab. 161, 88-95.
回上頁