Journal Article:
- J12. Wu, D., Jennings, C., Terpenny, J., Gao, R. & Kumara, S. (2017). A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests, Transactions of the ASME, Journal of Manufacturing Science and Engineering, accepted.
- J11. Wu, D., Liu., S., Zhang, L., Terpenny, J., Gao, R, Kurfess, T., & Guzzo, J. (2017). A Fog Computing-Based Framework for Process Monitoring and Prognosis in Cyber-Manufacturing, Journal of Manufacturing Systems, 43(1): 25-34.
- J10. Wu, D., Liu, X., Hebert, S., Gentzsch, W., & Terpenny, J. (2017). Democratizing Digital Design and Manufacturing Using High Performance Cloud Computing: Performance Evaluation and Benchmarking. Journal of Manufacturing Systems.
- J9. Jennings, C., Wu, D., & Terpenny, J. (2016). Forecasting Obsolescence Risk and Product Life Cycle with Machine Learning. IEEE Transactions on Components, Packaging, and Manufacturing Technology, 6(9):1428-1439, doi: 10.1109/TCPMT.2016.2589206.
- J8. Wu, D., Terpenny, J., & Schaefer, D. (2016). Digital Design and Manufacturing on the Cloud: A Review of Software and Services. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Cambridge University Press, https://doi.org/10.1017/S0890060416000305.
- J7. Wu, D., Rosen, D.W., Panchal, J., & Schaefer, D. (2016). Understanding Communication and Collaboration in Social Product Development through Social Network Analysis. Transactions of the ASME, Journal of Computing and Information Science in Engineering (JCISE), 16(1):011001-011001-10. doi:10.1115/1.4031890.
- J6. Wu, D., Terpenny, J., & Gentzsch, W. (2015). Economic Benefit Analysis of Cloud-Based Design, Engineering Analysis, and Manufacturing. Transactions of the ASME, Journal of Manufacturing Science and Engineering, doi: 10.1115/1.4030306.
- J5. Wu, D., Rosen, D.W., & Schaefer, D. (2015). Scalability Planning for Cloud-Based Manufacturing Systems. Transactions of the ASME, Journal of Manufacturing Science and Engineering, doi:10.1115/1.4030266.
- J4. Wu, D., Rosen, D.W., Wang, L., & Schaefer, D. (2015). Cloud-Based Design and Manufacturing: A New Paradigm in Digital Manufacturing and Design Innovation. Computer-Aided Design, 59(1): 1-14, doi: 10.1016/j.cad.2014.07.006.
- J3. Wu, D., Thames, J.L., Rosen, D.W., & Schaefer, D. (2013). Enhancing the Product Realization Process with Cloud-Based Design and Manufacturing Systems. Transactions of the ASME, Journal of Computing and Information Science in Engineering (JCISE), 13(4): 041004-041004-14. doi: 10.1115/1.4025257.
- J2. Wu, D., Greer, M.J., Rosen, D.W., & Schaefer, D. (2013). Cloud Manufacturing: Strategic Vision and State-of-the-Art. Transactions of the SME, Journal of Manufacturing Systems (JMSY), 32(4): 564-579. doi: 10.1016/j.jmsy.2013.04.008.
- J1. Wu, D., Zhang, L., Jiao, J., & Lu, R. (2013). SysML-based Design Chain Information Modeling for Variety Management in Production Reconfiguration, Journal of Intelligent Manufacturing (JIM), 24(3): 575-596. doi: 10.1007/s10845-011-0585-6.
Conference Paper:
- C18. Wu, D., Jennings, C., Terpenny, J., Gao, R. & Kumara, S. (2017). Data-Driven Prognostics Using Random Forests: Prediction of Tool Wear, Proceedings of the ASME 2017 International Manufacturing Science and Engineering Conference, Paper Number: MSEC2017-2679, Los Angeles, CA, U.S.
- C17. Ren, A., Wu, D., Terpenny, J., Zhang, W., & Liu, P. (2017). Cyber Security in Smart Manufacturing: Survey and Challenges, Proceedings of the 2017 Industrial and Systems Engineering Research Conference, Pittsburgh, Pennsylvania, U.S.
- C16. Wu, D., Jennings, C., Terpenny, J., & Kumara, S. (2016). Cloud-Based Machine Learning for Predictive Analytics: Prediction of Tool Wear. IEEE International Conference on Big Data, Washington D.C., U.S.
- C15. Jennings, C., Wu, D., & Terpenny, J. (2016). Forecasting Obsolescence Risk Using Machine Learning. Proceedings of the ASME 2016 International Manufacturing Science and Engineering Conference (MSEC2016), Paper Number: MSEC2016-8625, Blacksburg, Virginia, U.S.
- C14. Jennings, C., Wu, D., and Terpenny, J. (2016). Forecasting Product Obsolescence Using Machine Learning, Industrial and Systems Engineering Research Conference (ISERC), May 21-24, 2016, Anaheim, California.
- C13. Wu, D., Terpenny, J., & Schaefer, D. (2016). A Survey of Cloud-based Design and Engineering Analysis Software Tools. Proceedings of the ASME 2016 International Design Engineering Technical Conference & Computers and Information in Engineering Conference (IDETC/CIE2016), Charlotte, North Carolina, U.S.
- C12. Wu, D., Terpenny, J., Zhang, L., Gao, R, & Kurfess, T. (2016). Fog-Enabled Architecture for Data-Driven Cyber-Manufacturing Systems. Proceedings of the ASME 2016 International Manufacturing Science and Engineering Conference (MSEC2016), Paper Number: MSEC2016-8559, Blacksburg, Virginia, U.S.
- C11. Wang, P., Gao, R., Wu, D., & Terpenny, J. (2016). A Computational Framework for Cloud-Based Machine Prognosis. Proceedings of the 49th CIRP Conference on Manufacturing Systems, Stuttgart, Germany.
- C10. Wu, D., Liu. X., Hebert, S., Gentzsch, W., & Terpenny, J. (2015). Performance Evaluation of Cloud-Based High Performance Computing for Finite Element Analysis. Proceedings of the ASME 2015 International Design Engineering Technical Conference & Computers and Information in Engineering Conference (IDETC/CIE2015), Boston, Massachusetts, U.S.
- C9. Wu, D., Terpenny, J., & Gentzsch, W. (2015). Cloud-Based Design, Engineering Analysis, and Manufacturing: A Cost-Benefit Analysis. Proceedings of the 43rd SME North American Manufacturing Research Conference (NAMRC) and the 10th ASME 2015 Manufacturing Science and Engineering Conference (MSEC2015), Charlotte, North Carolina.
- C8. Wu, D., Rosen, D.W., & Schaefer, D. (2014). Modeling and Analyzing the Material Flow of Crowdsourcing Processes in Cloud-Based Manufacturing Systems Using Stochastic Petri Nets. Proceedings of the ASME 2014 International Manufacturing Science and Engineering Conference (MSEC2014), Paper Number: MSEC2014-3907, Detroit, Michigan, U.S.
- C7. Wu, D., Rosen, D.W., Wang, L., & Schaefer, D. (2014). Cloud-Based Manufacturing: Old Wine in New Bottles?. Proceedings of the 47th CIRP Conference on Manufacturing Systems, Windsor, Canada, pp. 94-99, DOI: 10.1016/j.procir.2014.01.035.
- C6. Wu, D., Morlock, M., Pande, P., Rosen, D.W., & Schaefer, D. (2013). Incorporating Social Product Development in Distributed Collaborative Design Education. Proceedings of the ASME 2013 International Design Engineering Technical Conference & Computers and Information in Engineering Conference (IDETC/CIE2013), Portland, Oregon, U.S.
- C5. Wu, D., Schaefer, D., & Rosen, D.W. (2013). Cloud-Based Design and Manufacturing Systems: A Social Network Analysis. International Conference on Engineering Design (ICED2013), Seoul, Korea.
- C4. Wu, D., Greer, M.J., Rosen, D.W., & Schaefer, D. (2013). Cloud Manufacturing: Drivers, Current Status, and Future Trends. Proceedings of the ASME 2013 International Manufacturing Science and Engineering Conference (MSEC2013), Paper Number: MSEC2013-1106, Madison, Wisconsin, U.S.
- C3. Wu, D., Thames, J.L., Rosen, D.W., & Schaefer, D. (2012). Towards a Cloud-Based Design and Manufacturing Paradigm: Looking Backward, Looking Forward. Proceedings of the ASME 2012 International Design Engineering Technical Conference & Computers and Information in Engineering Conference (IDETC/CIE2012), Paper Number: DETC2012-70780, Chicago, U.S.
- C2. Schaefer, D., Thames, J.L., Wellman, R.D., Wu, D., Yim, S., & Rosen, D.W. (2012). Distributed Collaborative Design and Manufacture in the Cloud – Motivation, Infrastructure, and Education. 2012 American Society for Engineering Education Annual Conference, Paper #AC2012-3017, San Antonio, U.S.
- C1. Zhou, W., Wu, D., Ding, X., & Rosen, D.W. (2010). Customer Co-design of Computer Mouse for Mass Customization without Causing Mass Confusion. 2010 International Conference on Manufacturing Automation, Hong Kong, China.