1. K. Wang, J. Chen, and Z. Song (2018) “A New Excitation Scheme for Closed-loop Subspace Identification Using Additional Sampling Outputs and its Extension to Instrumental Variable Method,” J. Franklin Inst., 355, 6675-6692.
2. X. Wu, J. Chen, and L. Xie (2018) “Integrated Operation Design and Control of Organic Rankine Cycle Systems with Disturbances,” Energy. 163, 115-129.
3. L. L. T. Chan and J. Chen (2018) Improving the Energy Cost of an Absorber-Stripper CO2 Capture Process through Economic Model Predictive Control, International Journal of Greenhouse Gas Control, 76, 158-166.
4. K. Wang, J. Chen, and Z. Song (2018) “Fault Diagnosis for Processes with Feedback Control Loops by Shifted Output Sampling Approach,” J. Franklin Inst., 355(7) 3249-3273.
5. J. Liu, T. Liu, and J. Chen (2018) “Quality prediction for multi-grade processes by just-in-time latent variable modeling with integration of common and special features,” Chem. Eng. Sci., 191, 31-41.
6. L. L. T. Chan and J. Chen (2018) Economic Model Predictive Control of Distillation Startup Based on Probabilistic Approach, Chem. Eng. Sci., 186, 26-35.
7. C. Wei, J. Chen and Z. Song (2018) “Multi-Level MVU Models with Localized Construction for Monitoring Processes with Large Scale Data,” J. Process Contr. 67, 176-196.
8. X. Feng, D. Li, J. Chen, M. Niuc, X. Liu, L. L. T. Chan and W. Li (2018) Kinetic Parameter Estimation and Simulation of Trickle-bed Reactor for Hydrodesulfurization of Whole Fraction Low-Temperature Coal Tar, Fuel, 230, 113-125.
9. J. Liu, T. Liu, J. Chen and P. Qin (2018) “Novel Common and Special Feature Extraction for Monitoring Multi-Grade Processes,” J. Process Contr. 66, 98-107.
10. L. L. T. Chan, X. Wu, J. Chen, L. Xie and C.-I. Chen (2018), “Just-In-Time Modeling with Variable Shrinkage Based on Gaussian Processes for Semiconductor Manufacturing,” IEEE Trans. Semicond. Manuf., 31(3) 1-8.
11. P. Lu, J. Chen, and L. Xie (2018) “ILC Based Economic Optimization for Batch Processes Using Helpful Disturbance Information,” Ind. Eng. Chem. Res. 57(10), 3717-3731.
12. L. Zhou, J. Chen, B. Hou, and Z. Song (2018) “Multi-Grade Principal Component Analysis for Fault Detection with Multiple Production Grades,” Chemometer Intell. Lab., 175, 20-29.
13. L. L. T. Chan, Q.-Y. Wu, and J. Chen (2018) “Dynamic Soft Sensors with Active Forward-Update Learning for Selection of Useful Data from Historical Big Database,” Chemometer Intell. Lab. 175, 87-103.
14. J. Liu, T. Liu, and J. Chen (2018) “Sequential Local-based Gaussian Mixture Model for Monitoring Multiphase Batch Processes,” Chem. Eng. Sci., 181, 101-113.
15. L. Zhu, and J. Chen (2018) “Prognostics of PEM Fuel Cells Based on Gaussian Process State Space Models,” Energy, 149, 63-73.
1. L. L. T. Chan, and J. Chen, Economic Model Predictive Control of an Absorber-Stripper CO2 Capture Process for Improving Energy Cost, 10th International Symposium on Advanced Control of Chemical Processes (ADCHEM), July 25-27, 2018, Shenyang, China.
2. Y. Lyu, J. Chen and Z. Song, Image-Based Process Monitoring Using Deep Belief Networks, 10th International Symposium on Advanced Control of Chemical Processes (ADCHEM), July 25-27, 2018, Shenyang, China.
3. P. Lu, J. Chen, and L. Xie, ILC Based Economic Batch-to-Batch Optimization for Batch Processes, 10th International Symposium on Advanced Control of Chemical Processes (ADCHEM), July 25-27, 2018, Shenyang, China.
4. J. Liu, T. Liu, and J. Chen, Quality Prediction for Multi-Grade Processes by Common and Special Feature Extraction, 10th International Symposium on Advanced Control of Chemical Processes (ADCHEM), July 25-27, 2018, Shenyang, China.
5. P. Lu, J. Chen, and L. Xie, Development of Decay Based PLS Model and Its Economic Run-to-Run Control for Semiconductor Processes, 2018 American Control Conference, June 27-29, 2018, Milwaukee, USA.
6. L. Zhou, J. Chen, Z. Ge and Z.-H. Song, Application of the Improved Multivariate Empirical Mode Decomposition to Plant-Wide Oscillations Characterization, 20th IFAC World Congress, 9-14 July 2017, Toulouse, France.
