INFORMATION ENGINEERING LABTORY
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2009
• Ming-Da Ma, Chun-Cheng Chang , David Shan-Hill Wong , Shi-Shang Jang ,“Identification of tool and product effects in a mixed product and parallel tool environment ” Journal of Process Control 19 (2009) 591–603
• Ming-Da Ma, Chun-Cheng Chang , Shi-Shang Jang , David Shan-Hill Wong ,“ Mixed product run-to-run process control – An ANOVA model with ARIMA disturbance approach” Journal of Process Control 19 (2009) 604–614
•Bing Ai a, Ying Zheng , Shi-Shang Jang , Yanwei Wangc, Lin Ye , Chunjie Zhou, “The optimal drift-compensatory and fault tolerant approach for mixed-product run-to-run control” Journal of Process Control (2009)
•Ming-Da Ma, David Shan-Hill Wong, Shi-Shang Jang, and Sheng-Tsaing Tseng, Member, IEEE, “Fault Detection Based on Statistical Multivariate Analysis and Microarray Visualization” 1551-3203/$26.00 c 2009 IEEE
•Ming-Da Ma, Chun-Cheng Chang, David Shan-Hill Wong, and Shi-Shang Jang,“Threaded EWMA Controller Tuning and Performance Evaluation in a High-Mixed System” IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, VOL. 22, NO. 4, NOVEMBER 2009
2008
•Liang Chea, Mingda Ma, Shi-Shang Jang,David Shan-Hill Wang and Shuqing Wang ,“Performance assessment of run-to-run control in semiconductor manufacturing based on IMC framework” International Journal of Production Research 2008, 1–27
•Ming-Da Ma, Jing-Wei Ko, San-Jang Wang , Ming-Feng Wu,Shi-Shang Jang, Shien-Shu Shieh,David Shan-Hill Wong,“Development of Adaptive Soft Sensor Based on StatisticalI dentification of Key Variables” Proceedings of the 17th World Congress The International Federation of Automatic Control Seoul, Korea, July 6-11, 2008
• San-Jang Wang , Chi-Ju Lee , Shi-Shang Jang, Shyan-Shu Shieh ,“Plant-wide design and control of acetic acid dehydration system via heterogeneous azeotropic distillation and divided wall distillation ” S.-J. Wang et al. / Journal of Process Control 18 (2008) 45–60
•Ming-Feng Wu, Chien-Hua Lin, David Shan-Hill Wong, Shi-Shang Jang, and Sheng-Tsaing Tseng, “Performance Analysis of EWMA Controllers Subject to Metrology Delay” IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, VOL. 21, NO. 3, AUGUST 2008
2007
•Chi-Ta Young, Ying Zheng, Chen-Wei Yeh, and Shi-Shang Jang,“ Information-Guided Genetic Algorithm Approach to the Solution of MINLP Problems” Ind. Eng. Chem. Res. 2007, 46, 1527-1537
•Ming-Feng Wu, Wei-Keng Lin, Choi-Lin Ho, David Shan-Hill Wong, Shi-Shang Jang,Ying Zheng, and Abhinav Jain, “A Feed-Forward/Feedback Run-to-Run Control of a Mixed Product Process: Simulation and Experimental Studies” Ind. Eng. Chem. Res. 2007, 46, 6963-6970
•Mark P. Brynildsen, Tung-Yun Wu, Shi-Shang Jang, and James C. Liao “Biological network mapping and source signal deduction ” bioinformatics advance access published may 15 2007
•Ying Zheng , Chen-Wei Yeh, Chi-Da Yang, Shi-Shang Jang , I-Ming Chu ,
“On the local optimal solutions of metabolic regulatory networks using information guided genetic algorithm approach and clustering analysis”
2006
•Chen-Wei Yeh · Shi-Shang Jang,“The development of information guided evolution algorithm for global optimization”J Glob Optim (2006) 36:517–535
•Ying Zheng , Qwan-Han Lin , David Shan-Hill Wang ,Shi-Shang Jang , Keung Hui,“ Stability and performance analysis of mixed product run-to-run control”Journal of Process Control 16 (2006) 431–443
2005
• Tung-Yun Wu, Shyan-Shu Shieh , Shi-Shang Jang , and Colin C.L. Liu , “Optimal Energy Management Integration for a Petrochemical Plant under Considerations of Uncertain Power Supplies”, IEEE tran. on power system, accepted, 2005.
• Pin-Ho Lin , Je-Huau Chen, Shi-Shang Jang, and Ji-Zheng Chu, “Experimental study of a combined global/local control system robust to model inaccuracy for sensitive nonlinear systems ”, J. of Chi. Che , accepted, 2005.
•Pin-Ho Lin,Shi-Shang Jang and David Shan-Hill Wong,“ Predictive Control of a Decentralized Supply Chain Unit”October 10, 2005
•Shyan-Shu Shieh, Ji-Zheng Chu, and Shi-Shang Jang ,”An Interactive Sampling Strategy Based on Information Analysis and Ordinary Kriging for Locating Hot Spot Regions ”Mathematical Geology, Vol. 37, No. 1, January 2005 ( C 2005)
2004
• C.H. Yen, D. S. H. Wong and S. S. Jang , “ Solution of Trim-Loss Problem by an Integrated Simulated Annealing and Ordinal Optimization Approach”, the Journal of Intelligent Manufacturing , 15 (5): 701-709, October 2004 .
• P.H. Lin, S. S. Jang , D. S. H. Wong, S . S . Shieh , and J.Z. Chu, “Controller Design and Reduction of Bullwhip for a General Supply Chain System sing z-Transform Analysis”, J. of Process Control , Vol 14/5 pp 487-499, 2004 .
• P.H. Lin, S. S. Jang , D. S. H. Wong , “ Design and analyze the batch ordering supply chain system”, J. of Chi. Che , 35, 3, 371-379, 2004 .
• Shyan-Shu Shieh, Ji-Zheng Chu , Shi-Shang Jang ,”An Interactive Sampling Strategy Based on Information Analysis and Ordinary Kriging for Locating H ot Spot Regions”, Mathematical Geology, 37, 1, 29-40, 2004. 2004.
• Ji-Zheng Chu , Shi-Shang Jang , and Yu-Nan Chen , “ A Comparative Study of Combined Feedforward/Feedback Model Predictive Control for Nonlinear Systems ”, The Canadian Journal of Chemical Engineering , accepted, 2004.
2003
• J .Z. Chu, S.S. Shieh , S.S. Jang C. I. Chien, H.-P. Wan and H.H. Ko, “Constrained Optimization of Combustion in a Simulated Coal-fired Boiler Using Artificial Neural Network Model and Information Analysis”, Fuel , 82,693-703, 2003.
• C.H. Yen, D.S.H. Wong and S.S. Jang, “Information Directed Sampling for Combinatorial Material Synthesis and Library Design”, Journal of Chemical Engineering of Japan 3, 9, 1034-1044, 2003.
• J.Z. Chu , P .F. Tsai , W.Y. Tsai, S . S . Jang , S . S . Shieh , P . H . Lin a nd S.J. Jiang , “ Multistep Model Predictive Control Based on Artificial Neural Networks ”, Ind. Eng. Chem. Res. ; 42,5215-5228, 2003.
• Chu JZ, Tsai PF, Tsai WY, Jang SS , Wong DSH, Shieh SS, Lin PH, Jiang SJ, “ An experimental study of model predictive control based on artificial neural networks ”, Knowledge-Based Intelligent Information And Engineering Systems, PT 1, Proceedings Lecture Notes In Artificial Intellgence , 2773: 1296-1302 (2003)
2002
• P .F. Tsai, J .Z. Chu, S.S. Jang and S.S. Shieh , “Developing a robust model predictive control architecture through
regional knowledge analysis of artificial neural networks ”, J. of Process Control , vol 13/5 pp 423 - 435 , 2002.
2001
• Jun-Shien Lin, Shi-Shang Jang, Shyh-Jye Chien, and Chen-Chi Ma,Shyan-Shu Shieh ,“The Enhancement of Empirical Model Capability and Optimal/Robust Design of Intractable Processes ” Ind. Eng. Chem. Res. 2001, 40, 3951-3964
• Lin, J.S., Jang, S.S. and Shieh, S.S., “The Enhancement of Empirical Model Capability and Optimal/Robust Design of Intractable Processes”, Ind. Eng. Chem. Res. ;40,18, 3936-3950, 2001.
• P.F. Tsaih, J ang, S.S. and Shieh, S.S., “Principal Surface Model Based Quality Control Approach for Batch/Semi-Batch Processes”, J. of Chi. Che ,32,6, 477-490,
2000
• Jang, S.S., Chang, Chia-Yuan and Yu, Sheng-Jin, “Dynamic Modeling of A Packed Bed Reactive Distillation Column and Optimal Operation of Batch Distillation System”, J. of Chi. Che , 31, 2, 113-122, 2000.
1999
• Chen, J., Jang, S.S. , Wong, D.S.H. and Chu , B. “Optimal Design Using Neural Network and Information Analysis In Plasma Etching”, The Journal of Vacuum Science and Technology , vol. 17, 145-153, 1999.
• Chen, J. Jang, S.S. , Wong, D.S.H., Ma , C.C.M. and Lin, J.M. “Optimal Design of Filament Winding Using Neural Network Experimental Design Scheme”, J. of Composite Materials, 33,24, 2281-2300, 1999.
• Lin, J.S., Jang, S.S. , Shieh, S.S. and Subramaniam, “Generalized Multivariable Dynamic Artificial Neural Network Modeling for Chemical Processes”, Ind. Eng. Chem. Res. ; 38(12); 4700-4711, 1999.
1998
• Chen, J., Wong, D.S.H., Jang, S.S. and S.L. Yang, “Product and Process Development Using Artificial Neural Network Model and Information Theory”, The AICHE J., 44, 4, 876-887, 1998.
• Lin , J.S. and Jang, S.S., “Nonlinear Dynamic ANN Modeling Using Information Theory Based Experimental Design Approach”, Ind. Eng. Chem. Res. , 37, 3640-3651, 1998.
1997
• Chen, C.D., Jang, S.S. and Tsen, A.Y.D., “ Semi-Continuous Copolymer Composition Distribution Predictive Control Using A Double ANN Model Structure”, J. of Chi. Che, 28, 1, 49-59, 1997.
• Wang, L.L.J. and Jang, S.S., “Experimental Study of Rigorous Nonlinear Model Predictive Control for a Packed Distillation Column”, J. of Chi. Che , 28, 3, 1997.
1996
• Tsen, A.Y.D., Jang, S.S. , D.S.H. Wong and B. Joseph," Predictive Control of Quality in Batch Polymerization Using a Hybrid Artificial Neural Network Model" , The AIChE J. , 1996, 42, 2, 455-465.
• Peng, Ching-Yu and Jang, S.S ., “Fractal Analysis of Time-Series Rule Based Models And Nonlinear Model Predictive Control”, Ind. Eng. Chem. Res. , 1996, 35, 2261-2268.
• Lin, Jun-Sien and Jang, S.S ., “ Nonlinear Rule Based Process Control - Analysis and Reduction of the Rule Set by Nonlinear Theory“, Computers and Chemical Engineering, S877-S882, 1996
1994
• Tsen, A.Y.D., Jang, S.S . and Wong, D.S.H. "Real -Time Nonlinear Model-Based Control of a Complex Chemical Plant via Parallel Processing-Rigorous Distillation Model-Based Control", Proceedings of National Science Council , 19, 4,1994.
• Peng, Ching-Yu and Jang, S.S .,"Nonlinear Rule Based Model Predictive Control of Chemical Processes", I&EC Research , 33, 9, 2140-2150, 1994.
1993
• Jang, S.S. , "The Dynamic Optimization of Multicomponent Batch Distillation Processes Using Continuous and Discontinuous Collocation Polynomial Policies", Chemical Engineering Journal , 51, 83-92, 1993.
• Jang, S.S . and Tan, D.M. "Optimal Operation of Semi-Batch Solution Polymerization of Acrylamide with Molecular Weight Distribution as Constraints", Journal of Applied Polymer Science , 50, 1959-1967, 1993.
1992
• Jang, S.S. , Wong, D.S.H. and Wong, S.J., "Optimal Robust Linear Controller Design For Chemical Processes Using An Extended Regional Mapping Approach", with, Chemical Engineering Science , 47, 8, 2057-2068, 1992.
• Jang, S.S. , Wong, D.S.H and Liau, C.K., "On-Line/Off-Line Optimization of Complex Processes Using A Linguistic Self-Organized Optimizing Control Scheme", Fuzzy Sets and Systems , 47, 1, 23-33, 1992.
• Tsen, A.Y.D. and Jang, S.S. , "Paralleling the Tray-By-Tray And The Reduced Order Simulation of Distillation Column Dynamics Using A transputer System", Chinese Institute of Chemical Engineering , 23, 4, 261-266, 1992.
• Jang, S.S. and Chen, L.Q.,"Nonlinear Model Predictive Control Based on An Implicit Model", Chinese Institute of Chemical Engineering , 23, 4, 241-251, 1992.
1991
• Jang, S.S. and Lin, P.H., "Discontinuous Minimum End?Time Temperature/Initiator Policies for Batch Emulsion Polymerization of Vinyl Acetate", Chemical Engineering Science , 46, 12, 3153-3163, 1991.
• Wong , D.S.H., Jang, S.S. and Chang, C.H. "Simulation of Dynamics and Phase Pattern Changes for an Azeotropic Distillation Column", Computers and Chemical Engineering , 15, 5, 325?335, 1991.
1990
• Jang, S.S. , "Dual Temperature Control of A Binary Distillation Column Using Nonlinear Model Predictive Control Scheme", Chinese Institute of Chemical Engineering , 21, 4, 243-250, 1990.
1989
• Jang, S.S. and Yang, W.L., "Dynamic Optimization Of Batch Emulsion Polymerization Reactor?An Orthogonal Polynomial Initiator Policy", Chemical Engineering Science , 44, 3, 515-528, 1989.
1987
• Jang, S.S. , Joseph, B. and Muaki, H., “On-Line Optimization of Constrained Multivariable Chemical Processes”, AICHE J. , 33, 1, 26-36, 1987.
• Jang, S.S. , Joseph, B. and Muaki, H., “Control of Constrained Multivariable Nonlinear Process Using a Two-Phase Approach”, Ind. Eng. Chem. Res. , 26, 2106-2114, 1987.
1986
• Jang, S.S. , Joseph, B. and Muaki, H., “Comparison of Two Approaches to On-Line Parameter and State Estimation of Nonlinear Systems, , Ind. Eng. Chem. Res. , 25, 809-814, 1986.
Bo-Feng Tsai , Shi-Shang Jang , 2004 “ Gathers of control method the position double control loop ” the Republic of China patent THU11546.
2004
• Chen-Wei Yeh, Ji-Zheng Chu, Shi-Shang Jang and David Sun-Hill Wong ,” An Information Based Genetic Algorithm APPRoach to fast Peptide Docking”, FOCAPD, Princeton, NJ, 2004.
• Ji-Zheng Chu and Shi-Shang Jang ,” A Combined Global/Local Control System Robust to Model Inaccuracy for Sensitive Nonlinear Systems ”, CHISA, Prague , Czech, 2004.
• P.H. Lin, Jang, S.S. and D.S.H. Wong, “Minimum Variance Control of a General Supply Chain Unit”, Symposium On Computer Process Control, Taichung , 2004.
• Y. Zheng, Jang, S.S. and D.S.H. Wong, “Run-To-Run Control of Mixed Product Process – An Optimal Design of EWMA Controller Based on AMSE criteria”, the 4 th Interational Interanal Semi-Condutor Conference, Shang-Hai, China, 2005. (Invited Speaker).
2003
• P.F. Tsai, Jang, S.S ., J.Z. Chu and Shieh, S.S., Regional Knowledge Analysis of Artificial Neural Network Models and a Robust Model Predictive Control Architecture, ESCAPE 13, Lappeenranta, Finland, 2003.
• P.H. Lin, D.S.H. Wong, Jang, S.S. , Dynamical Supply Chains Analysis Via a Linear Discrete Model - A Study of z-transform Modeling and Bullwhip Effects Simulation. PSE2003, Kunming , P.R.China, 2003.
• Yen, C.H., D.S.H. Wong, Jang, S.S ., INFORMATION DIRECTED SAMPLING AND ORDINAL OPTIMIZATION FOR COMBINATORIAL MATERIAL SYNTHESIS AND LIBRARY DESIGN, PSE2003, Kunming , P.R.China, 2003.
• J.Z. Chu , P.F. Tsai, W.Y. Tsai, Jang, S.S . , Shieh, S.S., , P . H . Lin a nd S.J. Jiang , Model Predictive Control Based on Artificial Neural Networks , KES2003, Oxford, England, 2003.
2002
• H.P. Wan, H.H. Ko, S.S. Jang and Chien, C.I., “ The Study of Combustion Optimization in a Coal-Fired Cogeneration by Artificial Neural Network Model”, Two sides across the Taiwan Strait second thermoelectricity proportional to production 、 Steam electricity paragenesis academic meeting , May, 2002.
2001
• P.F. Tsaih, J ang, S.S. and Shieh, S.S., “Principal Surface Model Based Quality Control Approach for Batch/Semi-Batch Processes”, Amreican Control Conference , Arlington , 2001.
• J.Z. Chu and Jang, S.S. , “ Optimization of Combustion in a Coal-Fired Boiler Using Artificial Neural Network Model and Information Analysis”, Symposium On Computer Process Control, Taipei , 2001.
• C.H. Yen, Wong, D.S.H. and Jang, S.S. , “ The Information Theory Directed Protocol for Combinatorial Synthesis”, Symposium On Computer Process Control, Taipei , 2001.
• P.F. Tsaih and J ang, S.S., “Batch Process Design and Control Application of Princial Surface Model in Black Box Model”, Symposium On Computer Process Control, Taipei , 2001.
1999
• “Reactor Design of a Fed Batch Penicillin G Production System Suing Artifical Neural Network Model and Infomration Analysis”, with B.F. Tsaih, M. Subramaniam and W.T. Wu., ICAST99, Chicago, 1999.
• “A Principal Variable Approach for Batch Process Design Based on a Black Box Model”, with Po-Feng Tsai, M.Subramaniam and Shyan-Shu Shieh, FOCAPD '99, Breckenridge , Colorado , 1999
• “Incorporation of Prior Plant Knowledge into Nonlinear Dynamic Black Box Models based on Information Analysis” with Jun Hsien Lin, M.Subramaniam and Shyan-Shu Shieh, FOCAPD '99, Breckenridge, Colorado, 1999.
• “ The Enhancement of Empirical Model Capability and Optimal/obust Design of Intractable Processes.”, Symposium On Computer Process Control, Taipei , 1999.
1996
• “ Nonlinear Rule Based Process Control - Analysis and Reduction of the Rule Set by Nonlinear Theory, with Lin, Jun-Sien, ESCAPE-6, Rhodes , Greece , Computers and
Chemical Engineering, S877-S882, 1996
• “ Experimental Study of Rigorous Nonlinear Model Predictive Control for a Packed Distillation Column , Paper no., 1f, the Fifth World Congress of Chemical Engineering, San
Diego , U.S.A. , July”, 1996.
•“ Nonlinear Experimental Design Using Artificial Intelligence”, Symposium On Computer Process Control, Taipei , 1996.
•“ Dynamic Modeling of A Packed Bed Reactive Distillation System and Optimal Operation of Batch Distillation Systems”, Taiwan-Korea-Singapore Jointed Conference, Taipei , 1996.
1995
•“Rigorous Dynamic Simulation of Packed Bed Distillation Processes” with L.L.J. Wong, Symposium On Computer Process Control, Taipei , 1995.
1994
• "Predictive Control of Quality to Batch Polymerization Using Artificial Neural Network Models", with A.Y.D. Tsen, D.S.H. Wong, B. Joseph, The Proceedings of PSE'94, Kyongju,South Korea , pp. 899-903, 1994.
1993
•“Nonlinear Rule Based Predictive Control of Chemical Processes” with G.Y. Peng, Symposium On Computer Process Control, Taipei , 1993.
1992
• "On-Line Idenfication of Nonlinear PRocesses Based On A Tabular Model and Possibility Theory", with J.Y. Peng, Computer Control Symposium , Taipei , 1992.
1991
•"Paralleling the Tray-By-Tray And The Reduced Order Simulation of Distillation Column Dynamics Using A transputer System", Computer Control Symposium , Taipei , 1991.
• "Discontinuous Minimum End?Time Temperature/Initiator Policies for Batch Emulsion Polymerization of Vinyl Acetate", with P.H. Lin, Fourth Word Congress of Chemical Engineering , Karlsruhe , Germany , June, 1991.
1990
•"Simulation of Dynamics and Phase Pattern Changes for an Azeotropic Distillation Column", with David S.H. Wang and C.F. Chang, Symposium APCChE 5th Congress , Kuala Lumpur ,Malaysia , 1990.
•"Discontinuous Minimum End Time Temperature/Initiator Policies for Batch Emulsion Polymerization of Vinyl Acetate", with P.H. Lin, Computer Control Symposium , Taipei ,1990.
1989
•"Robust Controller Design Based On Fuzzy Description Of Process Models, with S.J. Wong and David S.H. Wang, CHEMECA'89 , Broadbeach, Qld. , Australia , 1989.
1. "Integrated Model Based Control of Multivariable Nonlinear Systems"; with B. Joseph and H.
Mukai, In Model Based Process Control; McAvoy, T.J.; Arkun Y.; Zafiriou E., Eds.; 0
Pergamon Press : New York , 121?128, 1989.
2. “ Research of the petrochemical factory urgent operation sequence ” ， with S.L. Hwang, Shie-Jieu Wu、Jian-Je Lin、Shuen-Li Ji、Jr-Jeng Chen, Laborer safety and health quarterly publication ， 1, 2, 47-54 ， 1993 。