Selected Publications
Book:
[1] Shichang Du and Lifeng Xi, High Definition Metrology Based Surface Quality Control and Applications. Springer (ISBN: 978-981-15-0278-1), 2019.
Journal:
(*) Corresponding author
[1] Guilong Li, Shichang Du (*), Bo Wang, Jun Lv, Yafei Deng. High Definition Metrology-Based Quality Improvement of Surface Texture in Face Milling of Workpieces with Discontinuous Surfaces. ASME Transaction on Manufacturing Science and Engineering. 2022,144: 031001-1-18
[2] Shiyao Jia, Yafei Deng, Jun Lv, Shichang Du (*), Zhiyuan Xie, Joint distribution adaptation with diverse feature aggregation: A new transfer learning framework for bearing diagnosis across different machines. Measurement. 2022,187: 110332
[3] Yaxiang Yin, Shichang Du (*), Yiping Shao, Kun Wang, Lifeng Xi,Sealing analysis of face-milled surfaces based on high definition metrology, Precision Engineering, 2022, 73: 23-39
[4] Xuechun Chen , Jun Lv , Yulun Fang, and Shichang Du (*),Online detection of surface defects based on improved YOLOV3. Sensors, 2022
[5] Shihong Liu, Shichang Du (*), Lifeng Xi, Yiping Shao, Delin Huang,A novel analytical modelling approach for quality propagation of transient analysis of serial production systems. Sensors, 2022
[6] Ziwei Lin, Andrea Matta, Shichang Du. A Budget Allocation Strategy Minimizing the Sample Set Quantile for Initial Experimental Design, IISE Transaction, 2021, 53:1, 39-57.
[7] Ziwei Lin, Frigerio, N., Andrea Matta, Shichang Du. Multi-fidelity surrogate-based optimization for decomposed buffer allocation problem. OR Spectrum, 2021,43: 223-253.
[8] Kun Wang, Guilong Li, Shichang Du(*), Lifeng Xi, Tangbin Xia. State space modelling of variation propagation in multistage machining processes for variable stiffness structure workpieces, International Journal of Production Research, 2021, 59(13): 4033-4052
[9] Yaxiang Yin, Kun Wang, Yiping Shao, Shichang Du (*), Lifeng Xi, Evaluation of surfaces complementarity based on high definition metrology, Precision Engineering, 2021, 68: 126-138
[10] Kun Wang, Yaxiang Yin, Shichang Du(*), and Lifeng Xi. Variation management of key control characteristics in multistage machining processes based on quality-cost equilibrium, Journal of Manufacturing Systems, 2021, 59: 441-452.
[11] Tangbin Xia, Pengcheng Zhuo, Lei Xiao, Shichang Du, Dong Wang, Lifeng Xi. Multi-stage Fault Diagnosis Framework for Rolling Bearing Based on OHF Elman AdaBoost-Bagging Algorithm. Neurocomputing. 2021, 433: 237-251.
[12] Zhiyuan Xie, Shichang Du (*), Jun Lv, Yafei Deng, Shiyao Jia. A Hybrid Prognostics Deep Learning Model for Remaining Useful Life Prediction. Electronics. 2021, 10(1), 39
[13] Yafei Deng, Shichang Du (*), Shiyao Jia, Chen Zhao, Zhiyuan Xie. A double-layer attention based adversarial network for partial transfer learning in machinery fault diagnosis. Computers in Industry. 2021, 137: 103399
[14] Tangbin Xia, Guo Shi, Guojin Si, Shichang Du, Lifeng Xi. Energy-oriented joint optimization of machine maintenance and tool replacement in sustainable manufacturing. Journal of Manufacturing Systems. 2021, 237-251
[15] Yiping Shao,Shichang Du, HongtaoTang. An extendedbi-dimensionalempirical wavelet transformbased filtering approach for engineeringsurface separation using high definition metrology. Measurement, 2021, 178: 109259
[16] Chen Zhao, Shichang Du (*), Jun Lv, Yafei Deng, Guilong Li, A novel parallel classification network for classifying three-dimensional surface with point cloud data, Journal of Intelligent Manufacturing. 2021,
[17] Yafei Deng, Shichang Du (*), Shiyao Jia, Chen Zhao, Zhiyuan Xie. Prognostic study of ball screws by ensemble data-driven particle filters, Journal of Manufacturing Systems. 2020, 56: 359-372.
[18] Yaxiang Yin, Yiping Shao, Kun Wang, Shichang Du (*), and Lifeng Xi. Segmentation of workpiece surfaces with tool marks based on high definition metrology, Journal of Manufacturing Processes, 2020, 57: 268-287
[19] Chen Zhao, Shichang Du (*), Yafei Deng, Guilong Li and Delin Huang, Circular and cylindrical profile monitoring considering spatial correlations, Journal of Manufacturing Systems. 2020, 54: 35-49.
[20] Kun Wang, Shichang Du (*), and Lifeng Xi. Three-dimensional Tolerance Analysis Modelling of Variation Propagation in Multi-stage Machining Processes for General Shape Workpieces, International Journal of Precision Engineering and Manufacturing, 2020, 21 (1): pp 31–44
[21] Guilong Li, Shichang Du (*), Delin Huang, Chen Zhao, Yafei Deng, Dynamics Modeling-Based Optimization of Process Parameters in Face Milling of Workpieces with Discontinuous Surfaces, ASME Transaction on Manufacturing Science and Engineering. 2019. 141: 101009-1-15.
[22] Yiping Shao, Yaxiang Yin, Shichang Du (*), Lifeng Xi, A Surface Connectivity Based Approach for Leakage Channel Prediction in Static Sealing Interface, ASME Transaction on Journal of Tribology, 2019, 141: 062201-1-11.
[23] Guilong Li, and Shichang Du (*) . Elastic mechanics-based fixturing scheme optimization of variable stiffness structure workpieces for surface quality improvement, Precision Engineering, 2019, 56: 343-363.
[24] Lan Fei, Jean-Yves Dantan, Cyrille Baudouin, and Shichang Du. Calibration and uncertainty estimation of non-contact coordinate measurement systems based on Kriging models. Precision Engineering, 2019, 57: 16-29.
[25] Guojin Si, Tangbin Xia, Ying Zhu, Shichang Du, and LIfeng Xi. Triple-level opportunistic maintenance policy for leasehold service network of multi-location production lines. Reliability Engineering and System Safety, 2019, 190: 106519
[26] Shichang Du (*) , Rui Xu and Lin Li. Modeling and Analysis of Multiproduct Multistage Manufacturing System for Quality Improvement. IEEE Transaction on Systems, Man, and Cybernetics: systems. 2018, 48(5): 801-820.
[27] Yiping Shao, Yaxiang Yin, Shichang Du (*), Tangbin Xia, Lifeng Xi, Leakage Monitoring in Static Sealing Interface Based on Three Dimensional Surface Topography Indicator. ASME Transaction on Manufacturing Science and Engineering. 2018. 140(10), 101003
[28] Delin Huang, Shichang Du (*) , Guilong Li, Chen Zhao, and Yafei Deng. Detection and monitoring of defects on three-dimensional curved surfaces based on high-density point cloud data. Precision Engineering. 2018, 53: 79-95.
[29] Shichang Du (*) , Tao Liu, Delin Huang, and Guilong Li. A fast and adaptive bi-dimensional empirical mode decomposition approach for filtering of workpiece surfaces using high definition metrology. Journal of Manufacturing Systems. 2018. 46, pp. 247-263
[30] Shihong Liu, Shichang Du (*) , and Lifeng Xi. Transient analysis of quality performance in two-stage manufacturing systems with remote quality information feedback. Computers & Industrial Engineering. 2018, 117, 262-281.
[31] Tangbin Xia, Lifeng Xi, Shichang Du, Lei Xiao and Ersun Pan, Energy-oriented maintenance decision-making for sustainable manufacturing based on energy saving window. ASME Transaction on Manufacturing Science and Engineering. 2018. 140, 051001-1-12.
[32] Tangbin Xia, Yifan Dong, Lei Xiao, Shichang Du, Ershun Pan, Lifeng Xi. Recent advances in prognostics and health management for advanced manufacturing paradigms. Reliability Engineering & System Safety. 2018. 178, 255-268.
[33] Yiping Shao, Kun Wang, Shichang Du (*), Lifeng Xi,High definition metrology enabled three dimensional discontinuous surface filtering by extended tetrolet transform. Journal of Manufacturing Systems. 2018. 49: 75-92.
[34] Shichang Du (*) ,Tao Liu, Delin Huang and Guilong Li. An Optimal Ensemble Empirical Mode Decomposition Method for Vibration Signal Decomposition. ASME Transaction on Journal of Vibration and Acoustics.2017.139,031003-1-18
[35] Delin Huang, Shichang Du (*) , Guilong Li, and Zhuoqi Wu. A systematic approach for on-line minimizing volume difference of multiple chambers in machining processes based on high definition metrology. ASME Transaction on Manufacturing Science and Engineering. 2017. 139(8): 081003-1-17
[36] Shichang Du (*) and Lan Fei. Co-Kriging method for form error estimation incorporating condition variable measurements. ASME Transaction on Journal of Manufacturing Science and Engineering.2016.138,041003-1-16.
[37] Shichang Du (*) and Rui Zhang.Modelling and Joint Monitoring of Input and Output of Systems with Arbitrary Order Autoregressive Disturbance. International Journal of Production Research. 2016, 54(6), 1822-1838.
[38] Shichang Du (*) , Changping Liu, and Lifeng Xi. A selective multiclass support vector machine ensemble classifier for engineering surface classification using high definition metrology. ASME Transaction on Journal of Manufacturing Science and Engineering. 2015, 137, 011003-1-15.
[39] Shichang Du (*) , Deling Huang, and Hui Wang. An adaptive support vector machine-based workpiece surface classification system using high definition metrology. IEEE Transaction on Instrumentation and Measurement.2015,64(10):2590-2604.
[40] Shichang Du (*) , Xufeng Yao and Delin Huang. Engineering Model-Based Bayesian Monitoring of Ramp-up Phase of Multistage Manufacturing Process.International Journal of Production Research. 2015, 53(15): 4594-4613.
[41] Shichang Du (*) , Xufeng Yao, Delin Huang and Meng Wang. Three-dimensional variation propagation modeling for multistage turning process of rotary workpieces. Computers & Industrial Engineering.2015,82,41-53.
[42] Shichang Du (*) , Changping Liu, Delin Huang. A Shearlet-Based Separation Method of 3D Engineering Surface Using High Definition Metrology. Precision Engineering, 2015,40:55-73.
[43] Shichang Du (*) ,Rui Xu,Delin Huang,and Xufeng Yao.Markov Modeling and Analysis of Multi-stage Manufacturing Systems with Remote Quality Information Feedback. Computers & Industrial Engineering. 2015,88:13-25.
[44] Meng Wang, Te Ken, Shichang Du, Lifeng Xi.Tool Wear Monitoring of Wiper Inserts in Multi-insert Face Milling Using 3D Surface Form Indicators. ASME Transaction on Journal of Manufacturing Science and Engineering. 2015 137(3):031006-1-7.
[45] Meng Wang, Yiping Shao, Shichang Du and Lifeng Xi. A diffusion filter for discontinuous surface measured by high definition metrology. International Journal of Precision Engineering and Manufacturing. 2015, 16(10): 2057-2062.
[46] Meng Wang, Lifeng Xi, Shichang Du, 3D surface form error evaluation using high definition metrology Precision Engineering, 2014,38:230– 236
[47] Shichang Du (*) , Jun Lv. Minimal Euclidean distance chart based on support vector regression for monitoring mean shifts of auto-correlated processes,International Journal of Production Economics, 2013, 141, pp.377-387.
[48] Shichang Du (*) , Delin Huang, Jun Lv, Recognition of concurrent control chart patterns using wavelet transform decomposition and multiclass support vector machines, Computers & Industrial Engineering, 2013,66,pp.683-695
[49] Beixin Xia, Lifeng Xi, Binhai Zhou, Shichang Du. An efficient analytical method for performance evaluation of transfer lines with unreliable machines and finite transfer-delay buffers, International Journal of Production Research. 2013, 51:6, pp.1799-1819.
[50] Shichang Du (*) , Jun Lv, Lifeng Xi. On-line classifying process mean shifts in multivariate control charts based on multiclass support vector machines, International Journal of Production Research. 2012,50,6288-6310.
[51] Shichang Du (*) , Lifeng Xi. A robust approach for root causes identification in machining processes using hybrid learning algorithm and engineering knowledge. Journal of Intelligent Manufacturing. 2012,23,1833-1847
[52] Shichang Du (*) , Jun Lv, Lifeng Xi. Degradation process prediction for rotational machinery based on hybrid intelligent model. Robotics and Computer Integrated Manufacturing. 2012, 28, pp.190-207.
[53] Tangbin Xia, Lifeng Xi, Xiaojun Zhou, Shichang Du, Modeling and Optimizing Maintenance Schedule for Energy Systems Subjectto Degradation, Computers & Industrial Engineering, 2012, 63, pp.607-614
[54] Shichang Du (*) , Lifeng Xi. Fault diagnosis in assembly processes based on engineering-driven rules and PSOSAEN algorithm. Computers & Industrial Engineering,2011,60, pp.77-88.
[55] Shichang Du (*) , Lifeng Xi, Jiwen Sun, and Ershun Pan. Modeling and controlling of critical dimension in semiconductor manufacturing. International Journal of Materials and Structural Integrity, 2010, 4(1), 35-58.
[56] Shichang Du (*) , Lifeng Xi. An integrated system for on-line intelligent monitoring and identifying process variability and its application, International Journal of Computer Integrated Manufacturing,2010,23(6),29-542.
[57] Shichang Du (*) , Lifeng Xi. On-line intelligent monitoring and diagnosis of aircraft horizontal stabilizer assemble processes. International Journal of Advanced Manufacturing Technology, 2010, 50(1-4), 377-389.
[58]Jiwen Sun, Lifeng Xi, Shichang Du, Ershun Pan,Tool maintenance optimization for multi-station machining systems with economic consideration of quality loss and obsolescence, Robotics and Computer-Integrated Manufacturing, 2010(26), pp.145-155
[59]Shichang Du (*) , Lifeng Xi, Improve product quality through causality analysis in product engineering, International Journal of Materials and Structural Integrity, 2009, Vol. 1, No. 1, pp. 11-34.
[60] Shichang Du (*) , Lifeng Xi, Ershun Pan, and C. Richard Liu. Design of measurement system for quality improvement in Multi-stage Manufacturing Systems, International Journal of Radio Frequency Identification Technology and Applications. 2009, Vol. 2, No. 3-4, pp.165-182
[61]Jiwen Sun, Lifeng Xi, Ershun Pan, Shichang Du, Bo Ju, Integration of Product Quality and Tool Degradation for Reliability Modeling and Analysis of Multi-station Manufacturing Systems, International Journal of Computer Integrated Manufacturing, 2009(03), Vol.22, No.3, pp.267-279
[62] Jiwen Sun, Lifeng Xi, Ershun Pan, Shichang Du,Design for diagnosability of multistation manufacturing systems based on sensor allocation optimization, Computers in Industry, 2009(60), pp.501-509
[63] Shichang Du (*) , Lifeng Xi, Ershun Pa,Product Lifecycle-Oriented Quality and Productivity Improvement Based on Stream of Variation Methodology. Computers in Industry, 2008, Vol. 59, No. 2-3, pp. 180-192.
[64] Shichang Du (*) , Lifeng Xi, Ershun Pan. Analysis of product quality with consideration of influence of manufacturing errors in discrete-part machining systems, International Journal of Computer Applications in Technology, 2008, Vol. 33, No. 1, pp. 3-11.
[65] Jiwen Sun, Lifeng Xi, Shichang Du, Bo Ju, Reliability Modeling and Analysis of Serial-parallel Hybrid Multi-operational Manufacturing System Considering Dimensional Quality, Tool Degradation and System Configuration, International Journal of Production Economics, 2008, 114, pp.149-164
[66] Shichang Du (*) , Lifeng Xi, Ershun Pan, Diagnosability Study for Quality Improvement based on Distributed Sensing and Information Technology. International Journal of Computer Applications in Technology, 2007, Vol. 28, No.2/3, pp. 117-127
[67] Lifeng Xi, Shichang Du, State Space Modeling of Dimensional Machining Errors of Serial-Parallel Hybrid Multi-Stage Machining System, Chinese Journal of Mechanical Engineering, 2007, Vol.20, No.5, pp.64-67
[68] Shichang Du (*) , Lifeng Xi, Ershun Pan, and C. Richard Liu. Modeling and Control of Dimensional Quality of A Serial Multi-station Machining System, International Journal of Reliability, Quality and Safety Engineering, 2006, Vol. 13, No. 5, pp. 399-420.
[69] Shichang Du (*) , Lifeng Xi. Distributed sensor system for fault detection and isolation in multistage manufacturing systems, International Journal of Computer Applications in Technology, 2006, Vol. 25, No.4, pp. 182-191
Conference pspers:
[1] Yaxiang Yin, Kun Wang, Yiping Shao, Shichang Du, Lifeng Xi and Tangbin Xia, Cylinder head gasket design optimization based on high definition metrology, Journal of Physics: Conference Series, 2021
[2] Guilong Li, Shichang Du (*), Delin Huang, Chen Zhao and Yafei Deng. Chatter Prediction for Face Milling Process of Workpieces with Variable Stiffness. ASME International Manufacturing Science and Engineering Conference, MSEC2019-3061, June 10-15, 2019, Erie, Pennsylvania, the United States.
[3] Yafei Deng, Shichang Du (*), Chen Zhao. Prognostic Study of CNC Machine Component Using a Systematic Method. IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2019, 15-18 December, Macau
[4] Chen Zhao, Shichang Du (*), and Yafei Deng. Geometric error modeling and monitoring of the 3D surface by Gaussian correlation model. IEEE International Conference on Industrial Engineering and Engineering Management, IEEM2019, 15-18 December, Macau
[5] Ziwei Lin, Andrea Matta, and Shichang Du. A New Partition-Based Random Search Method for Deterministic Optimization Problems. Winter Simulation Conference, WSC2019, Dec08-11, 2019, National Harbor, USA.
[6] Cunwu Sun, Meimei Zheng, Shichang Du, Kan Wu, Hao Zhou, Tangbin Xia, Jie Lin. Ordering Problem with Known Capacity in Smart Factory. 2019 IEEE International Conference on Industrial Cyber Physical Systems (ICPS 2019). May 6-9, 2019 in Taipei, Taiwan, China.
[7] Delin Huang and Shichang Du (*). A novel two-stage method of selection of sample points for surface quality estimation of multi-hole workpiece. Proceedings of the IEEE 2018 International Conference on Industrial Engineering and Engineering Management, IEEM2018-P-0151, December 16-19, 2018, Bangkok, Thailand.
[8] Ziwei Lin, Shichang Du, Andrea Matta. Initial sampling using multi-fidelity information in simulation optimization of manufacturing systems. Proceedings of the 2018 Winter Simulation Conference. Gothenburg, Sweden.
[9] Yiping Shao, Shichang Du (*) , and Lifeng Xi. 3D machined surface topography forecasting with space-time multioutput support vector regression using high definition metrology. Proceedings of the ASME 2017 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, DETC2017-67155, August 6-9, 2017, Cleveland, Ohio, USA
[10] Kun Wang, Yaxiang Yin, Shichang Du (*) , Lifeng Xi, Tangbin Xia. State Space Modeling of Multi-scale Variation Propagation in Machining Process Using Matrix Model, IEEM 2017 Singapore
[11] Meng Wang, Shichang Du (*) , Lifeng Xi. Predicting machined surface topography based on high definition metrology. 15th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2015:1013-1017.
Chinese journal:
[1] Tingting Song, Ziren Zhao, Shichang Du (*) , Fei Ren, Xinguang Liang. Assembly quality analysis of associated multi-process assembly system based on markov model. Journal of Shanghai jiaotong university, 2018, 52(3), 324-331.
[2]Heng Wang, Shichang Du (*) , Lifeng Li, Fei Ren, Xinguang Liang. Multichannel vibration signal fusion analysis based on improved multimodal empirical decomposition. Mechanical design and research, 2018, 34(2), 31-41.
[3] Ziren Zhao, Shichang Du (*) , Delin Huang, Fei Ren, Xinguang Liang. Markov modeling and bottleneck analysis of product quality in transient stage of multi-process manufacturing system. Journal of Shanghai jiaotong university, 2017, 51(10), 1166-1173.
[4] Guilong Li , Shichang Du. Modeling and analysis of multi-process machining deformation error transfer of engine cylinder block. Journal of Shanghai jiaotong university, 2017, 51(4), 385-392.
[5] Ke Song, Shichang Du (*) , Lifeng Xi, Fei Ren, Xinguang Liang. Study on heterogeneous signal fusion method based on set empirical modal decomposition and fuzzy set. Mechanical design and research, 2017, 33(6), 15-20.
[6]Tao Liu, Shichang Du (*) , Delin Huang,Fei Ren, Xinguang Liang. Vibration signal decomposition based on improved set empirical modal method. Journal of Shanghai jiaotong university, 2016(9):1452-1459
[7] Rui Xu, Shichang Du (*) , Fei Ren, Xinguang Liang, Weihong Liu, quality analysis of associated multi-process system based on markov model. Journal of Shanghai jiaotong university, 2015,49 (5), 669-674.
[8] Rui Zhang, Shichang Du (*) , Lifeng Xi, Fei Ren, Xinguang Liang, Weihong Liu. An improved integration of ARMAST control graph and Grubbs reconciliation rules for autocorrelation process. Computer integrated manufacturing system, 2015,21 (1), 151-159.
[9]Yiping Shao, Meng Wang, Shichang Du (*) , Lifeng Xi, Jia Yang. Analysis of three-dimensional morphology of multi-hole surface based on high-resolution measurement, journal of Shanghai jiaotong university, 2015,49 (9),1339-1345.
[10] Xufeng Yao, Shichang Du (*) Meng Wang, Lifeng Xi. Error transfer analysis and modeling in multi-process machining of aerospace valve. Industrial engineering and management, 2014,19 (1), 113-121.
[11] Lan Fei, Shichang Du (*) . spatial pan-kriging interpolation modeling for component planarity error estimation. Journal of mechanical engineering, 2014,50 (15), 127-135.
[12] Rui Zhang, Shichang Du (*) , Lifeng Xi .Joint monitoring of the minimum mean square error controlled process under AR(p) disturbance. Journal of Shanghai jiaotong university, 2014,48 (12), 1739-1744+1750.
[13]Changping Liu, Shichang Du (*) , Lifeng Xi. Surface filtering method of three-dimensional parts based on shear wave. Mechanical design and research, 2014, 30(6), 70-76
[14] Shichang Du (*) , Meng Wang, Lifeng Xi. product size error transfer modeling for multi-process processing system. Journal of mechanical engineering, 2011,47 (16),143-149.
[15] Jiwen Sun, Liifeng Xi, Ershun Pan, Shichang Du (*) . reliability modeling and analysis of manufacturing system for product size and quality. Journal of Shanghai jiaotong university, 2008,42 (7), 1100-1104.
[16] Jiwen Sun, Liifeng Xi, Ershun Pan, Shichang Du. sensitivity analysis based on manufacturing system station design and layout evaluation. Journal of mechanical engineering, 2008,44 (10), 38-43.
[17] Jiwen Sun, Liifeng Xi, Shichang Du (*) . sensor layout optimization for diagnosable multi-station manufacturing system. Computer integrated manufacturing system, 2007,13 (12), 2441-2445.
[18] Shichang Du (*) , Liifeng Xi, Ershun Pan. serial parallel hybrid multi-stage manufacturing system product quality modeling and control. Computer integrated manufacturing system, 2006,12 (7), 1068-1073.
[19] Shichang Du (*) , Liifeng Xi, Ershun Pan. Dimensional deviation modeling and control in multistage manufacturing system. Journal of Shanghai jiaotong university, 2006,40 (4), 583-587.
[20] Shichang Du (*) , Liifeng Xi, Ershun Pan. Diagnostic analysis of manufacturing system for quality control. Journal of mechanical engineering, 2006,42 (5), 149-154.