Researcher Portfolio

Zhang Allan NengSheng (Dr)
Scientist III
Planning and Operations Management
Introduction:

Dr. Zhang has more than 20 years experiences in knowledge-based systems and enterprise information systems development. His research interests include knowledge management, data mining, machine learning, artificial intelligence, computer security, software engineering, software development methodology and standard, intelligent control systems and enterprise information systems, Color management and control systems. He has led and involved in many key projects such as Blackboard based integration framework, Object-oriented Rule-based Inference Tool Kit for C++(ORIT++TM), QuickMouldTM, Enterprise management/execution information system (iPROMISETM) and Enterprise-centric IT(EPC-IT), Intelligent Color Calibration System (ICCS TM), color durability test, intelligent dispensing system, Quantitative analysis of SC visibility, Quantifying SC disruption risk, etc. He was seconded to Kikuze Solutions Pte Ltd as Chief Scientist for 2 years since May 2003 under T-UP programme to help local SMEs upgrade their technologies. He won the second class award of Science & Technology Progress issued by the National Education Committee of China in 1988 and MOT Minister's Innovation Award - Merit issued by Ministry of Transport of Singapore in 2010. He has successfully co-supervised 15 PhD and Master students with universities such as MIT, Jacobs University, RWTH Aachen University, NTU, and NUS, etc.

His current research focus is in Supply chain disruption risk analysis using data mining techniques and complex systems approach, Supply Chain Visibility, Multi-project optimization, Tracking Process based on RFID, Human Cognition and Emotion, Artificial Intelligence, Product Design Knowledge Discovery & Processing and Advanced Technologies for Color Print Standardization.

Research Interest:Supply Chain (SC) Risk and Visibility, Intelligent Planning, Data Mining for RFID data, Multi-project optimization, Cognitive Science and Human Emotion, Design knowledge Discovery and Processing, Knowledge-based Systems, Enterprise Information Systems, Intelligent Manufacturing Systems, Color Management, and Supply Chain Management.
BioNotes:PhD

MEng

BSc
Publications:

A. N. Zhang, B. Ma, D. Loke, S. Kumar and Y. Y. Chan, "Multi-project Planning and Optimisation for Shipyard Operations", IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 10-Dec-2012 to 13-Dec-2012, Hong Kong, vol. 1, pp. 1085-1089.

 A. N. Zhang, S. M. Wagner, M. Goh, M. Terhorst and B. Ma, "Quantifying Supply Chain Disruption Risk Using VaR", IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 10-Dec-2012 to 13-Dec-2012, Hong Kong, vol. 1, pp. 272-277.  (Best Paper Award)

W. J. Yan, P. S. Tan, N. W. Koh, Y. Q. Tan and A. N. Zhang, "Towards Better Supply Chain Visibility - the Design and Implementation of a Supply Chain System S-ConTrol to Support an Operational HQ in Singapore", IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 10-Dec-2012 to 13-Dec-2012, Hong Kong.

C. Xu, W. He, Y. T. Ao, X. J. Xiao, A. N. Zhang, T. L and W. Xiao, "Data Synchronization with Conflict Resolution for RFID Track and Trace", IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 17-Sep-2012 to 21-Sep-2012, Krakow,Poland, http://www.etfa2012.org/

A. N. Zhang, M. Goh and F. W. Meng, "Conceptual modelling for inventory visibility", International Journal of Production Economics (2011), doi:10.1016/j.ijpe.2011.03.003.

M Goh, A. N. Zhang and F. Meng. A Model for Supply Chain Visibility Assessment. The 15th International Symposium on Logistics (ISL 2010), GOH, M, ed., Kuala Lumpur, Malaysia, 2010.

A. N. Zhang, M. Goh,F. W. Meng, "Inventory Visibility Assessment for Pharmaceutical Supply Chains", the 5th International Conference on Management of Innovation and Technology, 02-Jun-2010 to 05-Jun-2010, Singapore, pp. 151-156, 2010.

A. N. Zhang, K. W. Lye,B. Ma, D. Loke, S. Kumar, Y. Y. Chan, "Planning and optimizing projects for MRO", Key Engineering Materials Vols. 447-448, pp. 336-340, 2010.

A. N. Zhang, W. He, P. S. Tan, M. Goh and R. De souza, "Supply chain visibility: a decision making perspective", The 4th IEEE Conference on Industrial Electronics and Applications, 25-May-2009 to 27-May-2009, Xi;an, China, vol. 1, pp. 2546-2551, 2009.

A. N. Zhang, W. He and E. W. Lee, "Address Supply Chain Visibility from Knowledge Management Perspective", International IEEE Conference on Industrial Informatics, 13-Jul-2008 to 16-Jul-2008, Daejeon Convention Center, Daejeon Korea, vol. 1, pp. 865-870, 2008

A N. Zhang, & W. F Lu, "A Framework for Managing Enterprise Knowledge for Collaborative Decision Support" 5th International IEEE Conference on Industrial Informatics (INDIN'07), Austria, 2007, pp517-523.

A N. Zhang & W. F. Lu, "An Efficient Data Preprocessing Method for Mining Customer Survey Data," 5th International IEEE Conference on Industrial Informatics (INDIN'07), Austria, 2007, pp573-579.

Awards:

The second class award of Science & Technology Progress issued by the National Education Committee of China in 1988

MOT Minister's Innovation Award - Merit issued by Ministry of Transport of Singapore in 2010

SIMTech Award 2011 (Licensing), Mar 2012

IEEM Best Paper Awards, Dec 2012