A- 期刊論文

1.   Zhen-Feng Jiang, Xi-Zhan Wei, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang and John Di-Yi Ou (2024). Deep Learning Model Predictive Control of a High-Density Polyethylene Reactor with a Physics-Guided Sequence-to-Sequence Model with Memory, Computers and Chemical Engineering, 189, 108790.
 

2. Le Zhou, Yao-Chen Chuang, Shao-Heng Hsu, Yuan Yao and Tao Chen (2020). Prediction and Uncertainty Propagation for Completion Time of Batch Processes Based on Data-Driven Modeling, Industrial & Engineering Chemistry Research, 59(32), 14374.
 

3. Cheng-Hung Chou, Haibin Wu, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang and John Di-Yi Ou (2019). Physically Consistent Soft-Sensor Development Using Sequence-to-Sequence Neural Networks, IEEE Transactions on Industrial Informatics, 16(4), 2829.
 

4. Yao-Chen Chuang, Tao Chen, David Shan Hill Wong and Yuan Yao (2018). Transfer Learning for Efficient Meta-Modeling of Process Simulations, Chemical Engineering Research and Design, 138, 546.
 

5. Kai-Hong Wang, Yao-Chen Chuang, Tzu-Heng Chiu and Yuan Yao (2017). Flow Pattern Control in Resin Transfer Molding Using a Model Predictive Control Strategy, Polymer Engineering and Science, 58(9), 1659.
 

6. Olumayowa T. Kajero, Tao Chen, Yuan Yao, Yao-Chen Chuang and David Shan Hill Wong (2016). Meta-modelling in Chemical Process System Engineering. Journal of the Taiwan Institute of Chemical Engineers, 73, 135.
 

7. Bai-Jian Wei, Yao-Chen Chuang, Kai-Hong Wang and Yuan Yao (2016). Model-Assisted Control of Flow Front in Resin Transfer Molding Based on Real-Time Estimation of Permeability/Porosity Ratio. Polymers, 8(9), 337.
 

8. Yao-Chen Chuang, Chyi-Tsong Chen and Chyi Hwang (2016). A Simple and Efficient Real-Coded Genetic Algorithm for Constrained Optimization. Applied Soft Computing, 38, 87.
 

9. Yao-Chen Chuang, Chyi-Tsong Chen and Chyi Hwang (2015). A Real-Coded Genetic Algorithm with a Direction-Based Crossover Operator. Information Sciences, 305(1), 320.
 

10. Yao-Chen Chuang and Chyi-Tsong Chen (2014). Mathematical Modeling and Optimal Design of an MOCVD Reactor for GaAs Film Growth. Journal of the Taiwan Institute of Chemical Engineers, 45(1), 254.
 

11.  Chyi-Tsong Chen and Yao-Chen Chuang (2010). An Intelligent Run-to-Run Control Strategy for Chemical Mechanical Polishing Processes. IEEE Transactions on Semiconductor Manufacturing, 23(1), 109.

12. Chyi-Tsong Chen, Yao-Chen Chuang and Chyi Hwang (2008). A Simple Model-Based Nonlinear Control Strategy for Feedback Linearizable Nonlinear Processes. Journal of the Chinese Institute of Engineers, 31(6), 1021.
 

B- 研討會論文

1. Shao-Heng Hsu, Yao-Chen Chuang, Tao Chen and Yuan Yao, (2018, Jun) Data-Based Modelling for Predicting the Completion Time of Batch Processes, The 28th European Symposium on Computer-Aided Process Engineering (ESCAPE 28), Graz, Austria.

2. Yao-Chen Chuang, Chih-Hsuan Chan, Tao Chen, Yuan Yao and David Shan-Hill Wong (2016, Jul). Surrogate Model Calibration for Computational Fluid Dynamics (CFD) Using Bayesian Migration. The 7th International Symposium on Design, Operation and Control of Chemical Processes (PSE ASIA 2016), Tokyo, Japan.

3. Yao-Chen Chuang, David Shan-Hill Wong and Yuan Yao (2016, May). A Fast and Accurate Meta-Modeling Technique for Complex CFD Simulation Using Bayesian Migration. 2016 Symposium on Thermodynamics & Process System Engineering, Xitou, Taiwan.

4. Yao-Chen Chuang and Chyi-Tsong Chen (2012, Jul). Black-Box Optimization Benchmarking for Noiseless Function Testbed Using a Direction-Based RCGA. Proceedings of the 14th annual conference companion on Genetic and evolutionary computation (GECCO'12), Philadelphia, USA.

5. Yao-Chen Chuang and Chyi-Tsong Chen (2012, Jun). RGA-RDD: A Novel and Efficient Real-Coded Genetic Algorithm for Numerical Optimization. 2012 IEEE Congress on Evolutionary Computation, Brisbane, Australia.

6. Yao-Chen Chuang and Chyi-Tsong Chen (2011, Jun). A Study on a Real-Coded Genetic Algorithm for Process Optimization Using Ranking Selection, Direction-Based Crossover and Dynamic Mutation. 2011 IEEE Congress on Evolutionary Computation, New Orleans, LA .

7. Yao-Chen Chuang and Chyi-Tsong Chen (2010, Oct). Multi-Objective Optimization of a Horizontal MOCVD Process Using Real-Coded Genetic Algorithm and Data-Driven Technique. APCChE 2010, Taipei, Taiwan.

8. Yao-Chen Chuang and Chyi-Tsong Chen (2010, Jul). Uniform Film-Growth Control of a Horizontal MOCVD Reactor. PSE Asia 2010, Singapore.

9. Yao-Chen Chuang and Chyi-Tsong Chen (2009, Nov). A Film-Growth Prediction Model for a Horizontal MOCVD Reactor. 56th TwIChE Annual Conference, Taichung, Taiwan.

10.Yao-Chen Chuang and Chyi-Tsong Chen (2009, Aug). Dynamic Simulation and Optimal Design for Growth of Gallium Nitride by Metalorganic Chemical Vapor Deposition. 8th World Congress of Chemical Engineering, Montreal, Canada.

11.  Yao-Chen Chuang and Chyi-Tsong Chen (2008, Nov). Dynamic Simulation and Optimal for a Vertical MOCVD Reactor. 2008 Taiwan/Korea/Japan ChE Conference and 55th TwIChE Conference, Taipei, Taiwan.

12.  Chyi-Tsong Chen and Yao-Chen Chuang (2008, Jun). An Intelligent Run-to-Run Control Strategy for Chemical Mechanical Polishing Processes. 18th International Congress of Chemical and Process Engineering, Praha, Czech Republic.

13.  Chyi-Tsong Chen, Shih-Tien Peng and Yao-Chen Chuang (2008, Jun). System Analysis and Intelligent SNC Control of a Prey-Predator Bioreactor. Proceeding on 7th World Congress on Intelligent Control and Automation, Chongqing, China.

14.  莊曜禎, 陳奇中, 2007, 水平式MOCVD反應器之動態模擬與最佳化設計, TwIChE Annual Meeting and Conferences, Taoyuang, Taiwan.

15.  莊曜禎, 陳奇中, 2006, 化學機械研磨製程之智慧型批次間控制, 2006 PSE Symposium, Taipei, Taiwan.

16. Chyi-Tsong Chen, Yao-Chen Chuang and Chyi Hwang, (2006, July), A Simple Nonlinear Control Strategy for Chemical Processes. 6th Asian Control Conference 2006, Bali, Indonesia.

C- 研究報告

1.  莊曜禎, 2005, “化學機械研磨之智慧型批次間控制,”  國科會補助專題研究計畫成果報告, 94.07-95.02, 計畫編號: NSC-94-2815-C-035-003-E

2.  莊曜禎, 2013, “RGA-RDD: A Novel and Efficient Real-Coded Genetic Algorithm with Applications to the Optimal Design of an MOCVD Process (發展新型高性能實數型基因演算法及其在MOCVD製程最佳化設計上之應用),” 博士論文