2014

• 68. Devashish Das, Shiyu Zhou, “Statistical Process Monitoring Based on Maximum Entropy Density Approximation and Level Set Principle”, IIE Transactions, in press.
• 67. Yuhang Liu, Shiyu Zhou, 2014, “Detecting Point Pattern of Multiple Line Segments Using Hough Transformation”, IEEE Transactions on Semiconductor Manufacturing, accepted.
• 66. Junbo Son , Yilu Zhang , Chaitanya Sankavaram, Shiyu Zhou, 2014, “RUL Prediction for Individual Units Based on Condition Monitoring Signals with a Change Point”, IEEE Transactions on Reliability, 10.1109/TR.2014.2355531.
• 65. Qingbo He and Shiyu Zhou, 2014, Discriminant Locality Preserving Projection Chart for Multivariate Statistical Process Control, International Journal of Production Research, in press.
• 64. Chen, N., and Zhou, S., 2014, “A CUSUM Scheme for Statistical Monitoring of Queueing Systems”, Technometrics, in press.

2013

• 63. Jianguo Wu , Yong Chen ,Shiyu Zhou, Xiaochun Li, 2013, “On-line Steady-state Detection Using Multiple Change-point Models and Particle Filters”, IEEE Transactions on Automation Science and Engineering, accepted.
• 62. Son, J., Zhou, Q.,Zhou, S., and Salman, M., 2013, “Prediction of the failure interval with maximum power based on remaining useful life distribution,” IIE Transactions, accepted.
• 61. Jianguo Wu, Shiyu Zhou , Xiaochun Li, 2013, “Ultrasonic Attenuation Based Inspection Method for Scale-up Production of A206-Al2O3 Metal Matrix Nanocomposites”, ASME Transactions, Journal of Manufacturing Science and Engineering.
• 60. Qiang Zhou, Son, J., Shiyu Zhou, Xiaofeng Mao, Mutasim Salman, 2013, Remaining Useful Life Prediction of Individual Units Subject to Hard Failure, IIE Transactions, accepted
• 59. Jianguo Wu, Shiyu Zhou, Xiaochun Li, 2013, Acoustic Emission Monitoring for Ultrasonic Cavitation Based Dispersion and Homogenization Process, ASME Transactions, Journal of Manufacturing Science and Engineering, 135(3), 031015.1-12.
• 58. Junbo Son, Qiang Zhou, Shiyu Zhou, Xiaofeng Mao, Mutasim Salman, 2013,  Evaluation and Comparison of Failure Prediction Performance of Prognostic Models Based on Degradation Signals and Time-to-failure Data, IEEE Transactions on Reliability, 62(2), pp. 379-394.
• 57. Qiang Zhou, Junyi Zhou, Michael Cicco, Shiyu Zhou, Xiaochun Li, 2013, Detecting Particle-Clustering in Nanocomposites Using Microscopic Image Samples, Technometrics, DOI:10.1080/00401706.2013.804440.

2012

• 56. Heping Liu, Shiyu Zhou, Xiaochun Li, 2012,Inferring the Size Distribution of 3D Particle Clusters in Metal Matrix Nanocomposites, ASME Transactions, Journal of Manufacturing Science and Engineering, 135(1), 011013.1-9.
• 55. Q. Zhou, L. Zeng, M. DeCicco, X. Li, S. Zhou, 2012, “A Comparative Study on Clustering Indices for Distribution Uniformity of Nanoparticles in Metal Matrix Nanocomposites”, CIRP Journal of Manufacturing Science and Technology, Volume 5, Issue 4, 2012, Pages 348–356.
• 54. Yuan, Y. and Zhou, S., 2012, “Adaptive Knot Selection for B-spline Curve Fitting Using Multi-Resolution Basis Set”, IIE Transactions.
• 53. Devashish Das, Shiyu Zhou, John Lee, 2012, Differentiating Alcohol Induced Driving Behavior Using Steering Wheel Signals, IEEE Transactions on Intelligent Transportation Systems, vol.13, no.3, pp.1355-1368.
• 52. Yuan, Y. and Zhou, S., 2012, Sequential B-spline Surface Construction Using Multi-Resolution Data Cloud, ASME Transaction, Journal of Computing and Information Science in Engineering. 12, 021008 (2012).
• 51. Zhou, Q., Qiang, Z.G.P., and Zhou, S., 2012, “Surrogate Modeling of Multistage Assembly Processes Using Integrated Emulation”, ASME Transactions, Journal of Mechanical Design. 134(1), doi:10.1115/1.4005440.
• 50. Zeng L., Zhou Q., De Cicco M., Li X., and Zhou, S., 2012, “Quantifying Boundary Effect of Nanoparticles in Metal Matrix Nanocomposite Fabrication Processes”, IIE Transactions. 44(7), DOI:10.1080/0740817X.2011.635180

2011

• 49. Chen, N., Yuan, Y., and Zhou, S., 2011, “Performance analysis of the monitoring of the queue length data monitoring in of M/G/1 queues”, Naval Research Logistics, 58(5), DOI 10.1002/nav.
• 48. Zeng, L. and Zhou, S., 2011, “A Bayesian Approach for Risk-adjusted Outcome Monitoring in Healthcare”, Statistics in Medicine. DOI: 10.1002/sim.4374 .
• 47. Li, Z. and Zhou, S., Sievenpiper C., and Choubey S., 2011, "Statistical Monitoring of Time-to-Failure Data Using Rank Tests”, Quality Reliability Engineering International, DOI: 10.1002/qre.1248.
• 46. Zhou, Q., Qian, ZG, Zhou, S., 2011, “A Simple Approach to Emulation for Computer Models with Qualitative and Quantitative Factors”, Technometrics, 53(3), pp. 266-273.
• 45. Yuan, Y., Zhou, S., Manar, K., Zheng, Y., Sievenpiper C., 2011, “Event Log Modeling and Analysis for System Failure Prediction”, IIE Transactions. 43(9), pages 647-660.

2010

• 44. Yuan, Y., Zhou, S., Manar, K., Zheng, Y., Sievenpiper C., 2010, "Event Log Modeling and Analysis for System Failure Predictio", IIE Transactions, accepted.
• 43. Chen, N. and Zhou, S., 2010, "Simulation-Based Cycle Time Quantile Regression on System Throughputs", IIE Transactions, in press.
• 42. Li, Z. and Zhou, S., Sievenpiper C., and Choubey S., 2010, "On Measuring Differences in Evolving Discrete Event Sequences under the Cox Proportional Hazards Model", Quality Reliability Engineering International, 26, 677-689..
• 41. Chen N., Chen Y., Li Z., Zhou S., Sievenpiper C., 2010, "Optimal Variability Sensitive Condition-based Maintenance based on System Event Logs", International Journal of Production Research, DOI: 10.1080/00207541003694811.
• 40. Zhou, Q. and Zhou, S., 2010, "Statistical Detection of Linear Defect Patterns Using Hough Transform", IEEE Transactions on Semiconductor Manufacturing, 23(3), 370-380.

2009

• 39. Loose, J., Zhou, Q., Zhou, S., Ceglarek, D., 2009, "Dimensional Variation Modeling for Multistage Machining Processes Incorporating Part GD&T Characteristics", International Journal of Production Research, DOI: 10.1080/00207540802691366.
• 38. Shi, J. and Zhou S., 2009, "Quality Control and Improvement for Multistage Systems: A survey", IIE Transactions, 41(9), 744?53.
• 37. Loose, J., Chen, N., and Zhou, S., 2009, "Surrogate Modeling of Dimensional Variation Propagation in Multistage Assembly Process", IIE Transaction, 41(10), 893-904.
• 36. Chen, N. and Zhou, S., 2009, "Detectability Study for Statistical Monitoring of Multivariate Dynamic Processes", IIE Transactions, 41, 593-604.

2008

• 35. Loose, J., Zhou, S. and Ceglarke, D., 2008, "Variation Source Identification in Manufacturing Processes Based on Relational Measurements of Key Product Characteristics", ASME Transactions, Journal of Manufacturing Science and Engineering, 130, 1-11.
• 34. Zeng, L., Jin N., and Zhou, S., 2008, "Multiple Fault Signature Integration and Enhancing for Variation Source Identification in Manufacturing Processes", IIE Transactions, 40, 919-930.
• 33. Hao, S., Zhou, S. and Ding, Y., 2008, "Multivariate Process Variability Monitoring through Projection Based on a Process Model", Journal of Quality Technology, 40(2), 214-226.
• 32. Chen, N. and Zhou, S., Chang, T. and Huang, H., 2008, "Attribute Control Charts Using Generalized Zero-Inflated Possion Distribution", Quality Reliability Engineering International, 24(7), 793-806.
• 31. Zeng, L. and Zhou, S., 2008, "Impacts of Measurement Errors and Regressor Selection on Regression Adjustment Monitoring of Multistage Manufacturing Processes", IIE Transactions, 40, 109-121.

2007

• 30. Zeng, L. and Zhou, S., 2007, "Building Direct Influence Graph for Manufacturing Processes with Complex Topologies", Technometrics, 49(4), 373-381.
• 29. Li, Z., Wu,T., and Zhou, S., 2007, "Statistical Detection of Process and Sensor Faults for Manufacturing Quality Control", Transactions of the NAMRI/SME, 35, 247-254.
• 28. Li, Z., Zhou, S., Ding, Y., 2007, "Pattern Matching for Root Cause Identification of Manufacturing Processes with Consideration of General Structured Noise", IIE Transactions on Quality and Reliability Engineering, 39, 251-263 .
• 27. Loose, J-P., Zhou, S., Ceglarek, D., 2007, "Kinematic Analysis of Dimensional Variation Propagation for Multistage Machining Processes with General Fixture Layouts", IEEE Transactions on Automation Science and Engineering, 4(2), 141-152.

2006

• 26. Jin, N., Zhou, S., Chang, and Huang, 2006, "Influential Process Variable Selection for Surface Quality Control in Hot Rolling Processes", IEEE Transactions on Automation Science and Engineering, 5(3), 557-562.
• 25. Li Z., Zhou S., Choubey S., and Sievenpiper C., 2006, "Failure Event Prediction Using Cox Proportional Hazard Model Driven by Frequent Failure Signatures", IIE Transactions on Quality and Reliability Engineering, 39, 303-315.
• 24. Ren Y., Ding, Y., and Zhou, S., 2006, "A Data-mining Approach to Study the Significance of Nonlinearity in Multi-Station Assembly Processes", IIE Transactions on Quality and Reliability Engineering, 38, 1069-1083.
• 23. Jin, N. and Zhou, S., 2006, "Data-Driven Variation Source Identification of Manufacturing Processes Based on Eigenspace Comparison", Naval Research Logistics, 53(5), 383-396.
• 22. Jin, N. and Zhou, S., 2006, "Signature Construction and Matching for Fault Diagnosis in Manufacturing Processes through Fault Space Analysis", IIE Transactions, 38, 341-354.
• 21. Zhou, S., Sun, B., Shi, J., 2006, "An SPC Monitoring System for Cycle-Based Waveform Signals Using Haar Transform", IEEE Transactions on Automation Science and Engineering, 37, 971-982.
• 20. Li, Z., Zhou, S., 2006, "Robust Method of Multiple Variation Sources Identification in Manufacturing Processes for Quality Improvement", ASME Transactions, Journal of Manufacturing Science and Engineering, 128(1), 326-336.

2005

• 19. Ding, Y., Zeng, L. and Zhou, S., 2005, "Phase I Analysis for Monitoring Nonlinear Profile Signals in Manufacturing Processes", Journal of Quality Technology, 38(3), 199-216.
• 18. Jin, J., Guo, H., and Zhou, S., 2005, "Supervisory Generalized Predictive Control Combining with Statistical Process Control for Thin Film Deposition Processes", ASME Transactions, Journal of Manufacturing Science and Engineering, 128(1), 315-325.
• 17. Zhou, S., Jin, N., Jin, J., 2005, "A New Directional Variant Multivariate Control Chart System Considering Known Process Faulty Conditions", IIE Transactions, 37, 971-982.
• 16. Zhou, S. and Jin, J., 2005, "An Unsupervised Clustering Method For Cycle-Based Waveform Signals In Manufacturing Processes", IIE Transactions on Quality and Reliability Engineering, 37, 569-584.
• 15. Ding, Y., Zhou, S., and Chen, Y., 2005, "A Comparison of Process Variation Estimators for In-Process Dimensional Measurements and Control", ASME Transactions, Journal of Dynamic Systems, Measurement and Control, 127, 69-79.

2004

• 14. Ceglarek, D., Huang, W., Zhou, S., Ding, Y., Kumar, R., and Zhou, Y., 2004, "Time-Based Competition in Multistage Manufacturing, Stream-of-Variation Methodology (SOVA)-A Review", International Journal of Flexible Manufacturing Systems, 16, 11-44.
• 13. Jin, N., Zhou, S., and Chang, T., 2004, "Identification of impacting factors of surface defects in hot rolling processes using multi-level regression analysis", Transactions of NAMRI/SME, 32, 557-564.
• 12. Zhou, S., Chen, Y., and Shi, J., 2004, "Root Cause Estimation and Statistical Testing for Quality Improvement of Multistage Manufacturing Processes", IEEE Transactions on Automation Science and Engineering, 1(1), 73-83.
• 11. Zhou, S., Shin, K., Dyer, S., Shi, J., Ni, J., 2004, "Extended Influence Coefficient Method for Rotor Active Balancing during Acceleration", ASME Transactions, Journal of Dynamic Systems, Measurement and Control, 126, 219-223.
• 10. Zhou, S. and Shi, J., 2004, "Identification of Nonlinear Effects in Rotor Systems Using Recursive QR Factorization Method", Journal of Sound and Vibration, 270, 455-469.

2003

• 9. Zhou, S., Ding, Y., Chen, Y., Shi, J., 2003, "Diagnosability study of multistage manufacturing processes based on linear mixed-effects models", Technometrics, 45(4), 312-325.
• 8. Zhou, S., Huang, Q., Shi, J., 2003, "State Space Modeling of Dimensional Variation Propagation in Multistage Machining Process Using Differential Motion Vectors", IEEE Transactions on Robotics and Automation, 19(2),296-309.

2002

• 7. Huang, Q., Zhou, S., Shi, J., 2002, "Diagnosis of Multi-Operational Machining Processes by Using Virtual Machining", Robotics and Computer Integrated Manufacturing, 18, 233-239.
• 6. Zhou, S. and Shi, J., 2002, "Optimal One-Plane Active Balancing of Rigid Rotor during Acceleration", Journal of Sound and Vibration, 249(1), 196-205.

2001

• 5. Zhou, S. and Shi, J., 2001, "Active Balancing and Vibration Control of Rotating Machinery: A Survey", The Shock and Vibration Digest, 33(5), 361-371.
• 4. Zhou, S. and Shi, J., 2001, "Imbalance Estimation for Speed-Varying Rigid Rotors Using Time-Varying Observer", ASME Transactions, Journal of Dynamic Systems, Measurement, and Control, 123, 637-644.
• 3. Zhou, S. and Shi, J., 2001, "The Analytical Unbalance Response of Jeffcott Rotor during Acceleration", , ASME Transactions, Journal of Manufacturing Science and Engineering, 123, 2, 299-302.

2000

• 2. Zhou, S. and Shi, J., 2000, "Supervisory Adaptive Balancing of Rigid Rotors during Acceleration", Transactions of NAMRI/SME, XXVII, 425-430.

1998

• 1. Chirikjian, G. S. and Zhou, S., 1998, "Metrics on Motion and Deformation of Solid Models", ASME Transactions, Journal of Mechanical Design, Vol. 120, pp252-261 .

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