杜世昌

教授

所在系所:工业工程与管理系

电子邮件:lovbin@sjtu.edu.cn

通讯地址:bat365在线中国官网登录入口龙宾楼559室

个人主页:me.sjtu.edu.cn

个人简介
教学工作
科研工作
荣誉奖励

教育背景

2003.09~2008.05    bat365在线中国官网登录入口 工业工程与管理系    博士
2000.09~2003.03    合肥工业大学 机械工程系    硕士
1996.09~2000.07    合肥工业大学 机械工程系    学士

工作经历

2024.07-至今        长聘教授      博士生导师 bat365在线中国官网登录入口   工业工程与管理系

2017.12-至今        教授            博士生导师 bat365在线中国官网登录入口   工业工程与管理系
2011.12-2017.12  副研究员      博士生导师 bat365在线中国官网登录入口   工业工程与管理系
2010.06-2011.12  助理研究员  bat365在线中国官网登录入口   工业工程与管理系
2008.06-2010.05  博士后         bat365在线中国官网登录入口   工业工程与管理系

研究方向

(1)基于工程模型、工业大数据与人工智能融合的质量与可靠性方法
(2)基于运筹与优化的生产/服务系统智能制造理论

   欢迎直博、普博、硕博、专硕研究生联系和加入课题组。

学术兼职

(1) Computers & Industrial Engineering 领域编委(Area Editor)
(2) Flexible Services and Manufacturing journal 副编辑(Associate Editor)
(3) Precision Engineering 副编辑(Associate Editor)
(4) Measurement 副编辑(Associate Editor)
(5) Journal of Intelligent Manufacturing 副编辑(Associate Editor)
(6) Computers in Industry 副编辑(Associate Editor)
(7) International Journal of Precision Engineering and Manufacturing 编委
(8) Complex Engineering Systems编委
(9) Data Science and Management 青年编委
(10) 中国机械工程学会生产工程分会(精密装配)委员
(11) The program committee member of IEEM 2019,2020
(12) 2023年工业工程年会质量控制与管理分论坛组织者
(13) 2023年华人工业工程年会质量控制与管理分论坛组织者
(14) 2023,2024 QR2MSE国际会议程序委员会委员
(15) 2024中国运筹学会可靠性分会年会分论坛组织者

[1]《基础工业工程》,本科生,48学时,3学分  
[2]《先进制造技术》,本科生,34学时,2学分

科研项目

[1] 2025-2027 国家自然科学基金(基金号:92467101):面向高档数控机床智能运维的多模态学习与推理方法,负责人。

[2] 2023-2026 国家自然科学基金面上项目(基金号:52275499):变刚度局部薄壁零件多齿铣削加工过程的力学建模与加工误差控制方法,负责人。
[3] 2018-2021  国家自然科学基金面上项目(基金号:51775343):基于高密度点云测量数据的复杂多腔体零件制造误差建模理论与控制方法,负责人。
[4] 2013-2016  国家自然科学基金面上项目(基金号:51275558):基于激光全息干涉测量的零件三维形貌制造误差建模理论和诊断方法,负责人。
[5] 2010-2012  国家自然科学基金青年项目(基金号:50905114): 产品质量制造误差线性建模理论和在线控制技术,负责人。
[6] 2016-2020  国家自然科学基金重点项目(基金号: 51535007):发动机缸体加工多尺度误差流建模理论与协调控制方法,排2。
[7] 2022-2025 国家重点研发计划课题(基金号:2022YFF0605705):智能组线可靠性与质量控制平台及应用验证,负责人。

[8] 2024-2025 全国重点实验室基金(基金号:LSSIKFJJ202402003): 滑轮滑轨可靠性实验局部运动间隙测量方法及验证,负责人。

[9] 2021-2023  XXX综合传动数字化精确装配工艺研究,负责人
[10] 2022-2023  XXX襟翼典型运动副磨损分析及验证,负责人
[11] 2021-2023  XXX新产品制造中心智能排产,负责人
[12] 2017-2019  国家重大04专项(2017ZX04016001):轿车动力总成关键零件国产加工装备与工艺集成验证平台,课题负责人。
[13]] 2017-2019  上海市科学技术委员会“科技创新行动计划”重大项目(17DZ1101202):基于数字化工艺与柔性生产的发动机缸盖智能制造关键技术研究,课题负责人。
[14] 2015-2016  国家重点实验室基金(重点基金:MSVZD201503):发动机缸盖燃烧室容积非稳态过程监控与在线加工补偿方法与实验研究,负责人。
[15] 2014-2017  国家重大04专项(2014ZX04015-021):面向制造过程的先进共性工艺技术研究与信息采集平台建设,课题负责人。
[16] 2013-2015  上海市青年科技启明星计划(A类,项目编号:13QA1402100):基于激光全息干涉测量的零件三维形貌制造误差建模理论和优化方法,负责人。
[17] 2012-2014  上海航天基金(12GFZ-JJ08-011):航天阀门多工序加工过程误差流建模理论与诊断方法,负责人。
[18] 2012-2014  国家科技支撑计划(2012BAF06B03): 汽车发动机制造精度控制的两微米工程,课题负责人。  
[19] 2010-2016  上海交大-上汽通用五菱校企合作项目: 发动机精密制造“两微米工程”(一期,二期),课题负责人。
[20] 2010-2012  机械系统与振动国家重点实验室开放基金(基金号:MSV-2010-13):串并联混合式制造过程非线性制造误差显式建模方法和在线控制技术,负责人。 

[21] 2008-2010  中国博士后特别资助基金(基金号:201003270):复杂多元相关制造过程监控与诊断方法研究,负责人。

[22]2008-2010  第44批中国博士后基金(一等资助)(基金号:20080440087):多工序制造过程非线形制造误差分析与建模,负责人。

代表性论文专著

英文专著:
[1] Shichang Du and Lifeng Xi, High Definition Metrology Based Surface Quality Control and Applications. Springer (ISBN: 978-981-15-0278-1), 2019.

英文期刊:
() 通信作者
[1] Molin Liu, Jun Lv, Shichang Du (), Yafei Deng, Xiaoxiao Shen, and Yulu Zhou,Multi-resource constrained flexible job shop scheduling problem with fixture-pallet combinatorial optimisation, Computers & Industrial Engineering, 2024,188: 109903 ESI高被引论文&热点论文

2024-Multi-resource constrained flexible job shop scheduling problem with fixture-pallet combinatorial optimisation.pdf

[2] Yulu Zhou, Shichang Du (), Molin Liu, Xiaoxiao Shen, Machine-fixture-pallet resources constrained flexible job shop scheduling considering loading and unloading time under pallet automation system, Journal of Manufacturing Systems. 2024, 73:143-158 ESI高被引论文&热点论文

2024-Machine-fixture-pallet resources constrained flexible job shop scheduling considering loading and unloading time under pallet automation system.pdf

[3] Xiaoxiao Shen, Shichang Du(), Yanning Sun, Poly Z.H. Sun, Rob Law, and Edmond Q. Wu. Advance Scheduling for Chronic Care under Online or Offline Revisit Uncertainty, IEEE Transaction on Automation Science and Engineering. 2024,21(4): 5297-5310  ESI高被引论文&热点论文

2024-Advance Scheduling for Chronic Care under Online or Offline Revisit Uncertainty.pdf

[4] Yiping Shao, Jiansha Lu, Jun Chen, Xiaoli Gu, Shichang Du, A novel curved surface profile monitoring approach based on geometrical-spatial joint features, Journal of Intelligent Manufacturing, 2024

2025-A novel curved surface profile monitoring approach based on geometrical-spatial joint features.pdf

[5] Yafei Deng, Shichang Du (), Dong Wang, Yiping Shao, Delin Huang, A calibration-based hybrid transfer learning framework for RUL prediction of rolling bearing across different machines, IEEE Transactions on Instrumentation & Measurement, 2023, 72, 3511015 ESI高被引论文

1-2023-A calibration-based hybrid transfer learning framework for RUL prediction of rolling bearing across different machines.pdf

[6] 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. 2023, 34(2):515-527.  

2-2023-A novel parallel classification network for classifying three-dimensional surface with point cloud data.pdf

[7] Chen Zhao, Fai Chun lul, Shichang Du (), Di Wang, and Yiping Shao, An Earth Mover's Distance based Multivariate Generalized Likelihood Ratio Control Chart for Effective Monitoring of 3D Point Cloud Surface, Computers & Industrial Engineering, 2023, 175: 108911.

3-2023-An Earth Mover’s Distance based Multivariate Generalized Likelihood Ratio Control Chart for Effective Monitoring of 3D Point Cloud Surface.pdf

[8] Ziwei Lin, Andrea Matta, Sichang Du, Evren Sahin,A Partition-Based Random Search Method for Multimodal Optimization,Mathematics, 2023,11,17

4-2023-A Partition-Based Random Search Method for Multimodal Optimization.pdf

[9] Yiping Shao, Fengcong Xu, Jun Chen, Jiansha Lu, Shichang Du. Engineering surface topography analysis using an extended discrete modal decomposition[J]. Journal of Manufacturing Processes, 2023, 90: 367-390.

5-2023-Engineering surface topography analysis using an extended discrete modal decomposition.pdf

[10] Yafei Deng, Jun Lv,Delin Huang, and Shichang Du (),Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer, Neurocomputing, 2023,548:126391 ESI高被引论文

6-2023-Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer.pdf

[11] 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

1-2022-High Definition Metrology-Based Quality Improvement of Surface Texture in Face Milling of Workpieces with Discontinuous Surfaces.pdf

[12] 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

3-2022-Joint distribution adaptation with diverse feature aggregation.pdf

[13] 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

2-2022-Sealing analysis of face-milled surfaces based on high definition metrology.pdf

[14] Chen Zhao, Jun Lv, and Shichang Du (), Geometrical Deviation Modeling and Monitoring of 3D Surface Based on Multi-output Gaussian Process, Measurement, 2022, 199: 111569 ESI高被引论文&热点论文

6-2022-Geometrical Deviation Modeling and Monitoring of 3D Surface Based on Multi-output Gaussian Process.pdf

[15] Xuechun Chen , Jun Lv , Yulun Fang, and Shichang Du (),Online detection of surface defects based on improved YOLOV3. Sensors, 2022,22 (3), 817
[16] 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
[17] 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.

7-2021-A budget allocation strategy minimizing the sample set quantile for initial experimental design.pdf

[18] Ziwei Lin, Frigerio, N., Andrea Matta, Shichang Du. Multi-fidelity surrogate-based optimization for decomposed buffer allocation problem. OR Spectrum, 2021,43: 223-253.

8-2021-Multi-fidelity surrogate-based optimization for decomposed buffer allocation problem.pdf

[19] 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

6-2021-State space modelling of variation propagation in multistage machining processes for variable stiffness structure workpieces.pdf

[20] 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

5-2021-Evaluation of surfaces complementarity based on high definition metrology.pdf

[21] 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.

3-2021-Variation management of key control characteristics in multistage.pdf

[22] 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.

4-2021-Multi-stage Fault Diagnosis Framework for Rolling Bearing Based on OHF Elman AdaBoost-Bagging Algorithm.pdf

[23] 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
[24] 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  ESI高被引论文

2-2021-A double-layer attention based adversarial network for partial transfer learning in machinery fault diagnosis.pdf

[25] 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
[26] Yiping Shao,Shichang Du, HongtaoTang. An extended bi-dimensionalempirical wavelet transformbased filtering approach for engineeringsurface separation using high definition metrology. Measurement, 2021, 178: 109259

1-2021-An extended bi-dimensional empirical wavelet transform based filtering approach for engineering surface separation using high definition metrology.pdf

[27] 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.

2020-Prognostic study of ball screws by ensemble data-driven particle filters.pdf

[28] 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

2020-Segmentation of workpiece surfaces with tool marks based on high definition metrology.pdf

[29] 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.

2020-Circular and cylindrical profile monitoring considering spatial correlations.pdf

[30] 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

2020-Three-dimensional Tolerance Analysis Modelling of Variation Propagation in Multi-stage Machining Processes for General Shape Workpieces.pdf

 [31] 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.

2019-Dynamics Modeling-Based Optimization of Process Parameters in Face Milling of Workpieces with Discontinuous Surfaces.pdf

[32] 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.

2019-A Surface Connectivity Based Approach for Leakage Channel Prediction in Static Sealing Interface.pdf

[33] 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.

2019-Elastic mechanics-based fixturing scheme optimization of variable stiffness structure workpieces for surface quality improvement.pdf

[34] 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.

2019-Calibration and uncertainty estimation of non-contact coordinate measurement systems based on Kriging models.pdf

[35] 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
[36] 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.

2018-Modeling_and_Analysis_of_Multiproduct_Multistage_Manufacturing_System_for_Quality_Improvement.pdf

[37] 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

2018-Leakage Monitoring in Static Sealing Interface Based on Three Dimensional Surface Topography Indicator.pdf

[38] 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.

2018-Detection and monitoring of defects on three-dimensional curved surfaces based on high-density point cloud data.pdf

[39] 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

2018-A fast and adaptive bi-dimensional empirical mode decomposition approach for filtering of workpiece surfaces using high definition metrology.pdf

[40] 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.

2018-Transient analysis of quality performance in two-stage manufacturing systems with remote quality information feedback.pdf

[41] 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.
[42] 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. ESI高被引论文
[43] 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.

2018-High definition metrology enabled three dimensional discontinuous surface filtering by extended tetrolet transform.pdf

[44] 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

29-An Optimal Ensemble Empirical Mode Decomposition Method for Vibration Signal Decomposition.pdf

[45] 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

2017-A Systematic Approach for Online Minimizing Volume Difference of Multiple Chambers in Machining Processes Based on High-Definition Metrology.pdf

[46] 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.

28-Co-Kriging method for form error estimation incorporating condition variable measurements-ASME-2016.pdf

[47] 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.

27-Modelling and joint monitoring of input and output of systems with arbitrary order autoregressive disturbance-IJPR-2016.pdf

[48] Shichang Du (), Changping Liu and Delin Huang. A Shearlet-Based separation method of 3D engineering surface using high definition metrology. Precision Engineering, 2015, 40: 55-73.

23-A shearlet-based separation method of 3D engineering surface using high definition metrology-PE-2015.pdf

[49] 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.

24-An Adaptive Support Vector Machine-Based Workpiece Surface Classification System Using High-Definition Metrology-IEEE-I&M.pdf

[50] 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.

26-Engineering model-based Bayesian monitoring of ramp-up phase of multistage manufacturing process-IJPR-2015.pdf

[51] 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.

22-Three-dimensional variation propagation modeling for multistage turning process-CAIE-2015.pdf 

[52] 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.

25-Markov Modeling and Analysis of Multi-stage Manufacturing Systems with Remote Quality Information Feedback-CAIE-2015.pdf

[53]  Shichang Du (), Changping Liu, and Lifeng Xi. A ive 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.

21-A ive multiclass support vector machine ensemble classifier for engineering surface classification using high definition metrology-ASME.pdf

[54] Meng Wang, Te Ken, Shichang Du, Lifeng Xi.Tool Wear Monitoring of Wiper s in Multi- Face Milling Using 3D Surface Form Indicators. ASME Transaction on Journal of Manufacturing Science and Engineering. 2015 137(3):031006-1-7.

2015-Tool Wear Monitoring of Wiper s in Multi- Face Milling Using 3D Surface Form Indicators.pdf 

[55] 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.

2015-A diffusion filter for discontinuous surface measured by high definition metrology.pdf 

[56] Meng Wang, Lifeng Xi, Shichang Du, 3D surface form error evaluation using high definition metrology Precision Engineering, 2014,38:230– 236 

2014-3D surface form error evaluation using high definition metrology.pdf

[57] 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.

19-Minimal Euclidean distance chart based on support vector regression for monitoring mean shifts of auto-correlated processes-2013-IJPE.pdf 

[58] 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

20-Recognition of concurrent control chart patterns using wavelet transform decomposition and multiclass support vector machines-2013-CAIE.pdf

[59] 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.
[60] 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.

18-On-line classifying process mean shifts in multivariate control charts based on multiclass support vector machines-2012-online-IJPR.pdf 

[61] 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

16-A robust approach for root causes identification in machining processes using hybrid learning algorithm and engineering knowledge-JIM.pdf 

[62] 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.
[63] 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
[64] 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.
[65] 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.
[66] 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.
[67] 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.
[68]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
[69]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.
[70] 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
[71]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
[72] 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
[73] 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.
[74] 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.
[75] 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
[76] 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
[77] 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
[78] 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.
[79] 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

会议论文:
[1] Shuo Wang, Xianmin Chen, Shichang Du, Shanshan Li, Yiping Shao. Modeling and Wear Analysis of aircraft flap self-lubricating bearing. The 14th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering. QR2MSE 2024, Harbin, Heilongjiang, China.
[2] Xiaoxiao Shen, Nicla Frigerio, Shichang Du,  Andrea Matta. Production Planning and Allocation of Re-Entrance Flows with Stochastic Quality. 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE), Italiy.
[3] Yafei Deng and Shichang Du, Combining the physics and deep transfer learning for rolling bearing prognostic across different machines, The 13th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, 2023
[4] 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
[5] 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.
[6] 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
[7] 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
[8] 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.
[9] 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.
[10] Delin Huang and Shichang Du (). A novel two-stage method of ion 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.
[11] 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.
[12] 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
[13] 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
[14] 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.

中文期刊:
[1] 李昱硕,王思阳,刘晓腾,陈璐,杜世昌,考虑夹具-托盘约束的柔性作业车间调度, 机械设计与研究,2023
[2] 邓亚飞,杜世昌,开放集下机床关键部件故障诊断迁移方法,华中科技大学学报:自然科学版,2022年第6期68-73
[3] 刘墨林,周雨露,王思阳,张春明,杜世昌,奚立峰, 考虑夹具-托盘组合优化的多资源约束柔性作业车间智能调度, 《中国科学: 技术科学》, 2023
[4] 李钊,杜世昌,何其昌,吴京京. 分段建造计划多车间协同调度方法. 船舶工程. 2022
[5] 方宇伦,陈雪纯,杜世昌, 基于轻量化深度学习VGG16网络模型的表面缺陷检测方法, 机械设计与研究,2023,No. 2 Vol 39, 143-147
[6] 陈雪纯,方宇伦,杜世昌, 基于深度学习的包装缺陷快速检测方法, 机械设计与研究,2021
[7] 季旭峰,邓亚飞,杜世昌, 基于深度迁移学习的轴承故障分析, 机械设计与研究,2020
[8] 陈薪宇,赵晨,杜世昌,基于高斯过程模型的圆形轮廓监控方法研究,机械设计与研究,2019
[9] 宋婷婷,赵子任,杜世昌,任斐, 梁鑫光. 基于马尔科夫模型的关联多工序装配系统装配质量分析。bat365在线中国官网登录入口学报,2018, 52(3), 324-331.
[10] 王恒,杜世昌,奚立峰,任斐,梁鑫光.基于改进多元经验模态分解的多通道振动信号融合分析。机械设计与研究,2018, 34(2), 31-41.
[11] 赵子任,杜世昌,黄德林,任斐, 梁鑫光. 多工序制造系统暂态阶段产品质量马尔科夫建模与瓶颈分析。bat365在线中国官网登录入口学报,2017, 51(10), 1166-1173.
[12] 李贵龙,杜世昌. 发动机缸体多工序加工变形误差传递的建模与分析。bat365在线中国官网登录入口学报,2017, 51(4), 385-392.
[13] 宋轲,杜世昌,奚立峰,任斐,梁鑫光. 基于集合经验模态分解和模糊集的异质信号融合方法研究。机械设计与研究,2017, 33(6), 15-20.
[14] 刘涛,杜世昌,黄德林,任斐,梁鑫光.基于改进的集合经验模态方法振动信号分解。bat365在线中国官网登录入口学报,2016(9):1452-1459
[15] 徐锐,杜世昌,任斐,梁鑫光,刘维红,基于马尔科夫模型的关联多工序系统加工质量分析。bat365在线中国官网登录入口学报,2015,49(5), 669-674.
[16] 张锐,杜世昌,奚立峰,任斐,梁鑫光,刘维红。面向自相关过程的改进ARMAST控制图与Grubbs调和规则的集成。计算机集成制造系统,2015,21(1), 151-159.
[17]绍益平,王猛,杜世昌,奚立峰,杨嘉。基于高清晰测量的多孔洞表面三维形貌分析,bat365在线中国官网登录入口学报,2015,49(9),1339-1345.
[18] 姚旭峰,杜世昌,王猛,奚立峰。航天阀门多工序加工过程误差传递分析与建模。工业工程与管理,2014,19(1), 113-121.
[19] 费兰,杜世昌,面向零件平面度误差估计的空间泛克里金插值建模。机械工程学报,2014,50(15), 127-135.
[20] 张锐,杜世昌,奚立峰,AR(p)扰动下最小均方误差受控过程的联合监控。bat365在线中国官网登录入口学报,2014,48(12), 1739-1744+1750.
[21] 刘长平,杜世昌,奚立峰. 基于剪切波的三维零件表面滤波方法. 机械设计与研究, 2014, 30(6), 70-76
[22] 杜世昌,王猛,奚立峰,多工序加工系统产品尺寸误差传递建模。机械工程学报,2011,47(16),143-149.
[23] 孙继文,奚立峰,潘尔顺,杜世昌,面向产品尺寸质量的制造系统可靠性建模与分析。bat365在线中国官网登录入口学报,2008,42(7), 1100-1104.
[24] 孙继文,奚立峰,潘尔顺,杜世昌,基于敏感度分析的制造系统工位设计布置评价。机械工程学报,2008,44(10), 38-43.
[25] 孙继文,奚立峰,杜世昌,面向多工位制造系统可诊断性的传感器布置优化。计算机集成制造系统,2007,13(12), 2441-2445.
[26] 杜世昌,奚立峰,潘尔顺,串并联混合式多阶段制造系统产品质量建模与控制。计算机集成制造系统,2006,12(7), 1068-1073.
[27] 杜世昌,奚立峰,潘尔顺,多阶段制造系统中尺寸偏差建模与控制。bat365在线中国官网登录入口学报,2006,40(4), 583-587.
[28] 杜世昌,奚立峰,潘尔顺,面向质量控制的制造系统可诊断性分析。机械工程学报,2006,42(5), 149-154.

软件版权登记及专利

软件:
(1)杜世昌,多工序加工系统制造误差预测、诊断、控制及系统可靠性分析系统(2010SR015787)
(2)杜世昌,阀体类产品工艺数据库及检测数据集成处理与分析软件(2010SR015615)
(3)杜世昌,航天阀门加工质量监控与异常诊断软件(2013SR024601)
(4)杜世昌,基于kriging方法的平面度误差分析软件(2013SR039448)
(5)杜世昌,多源制造误差监测与质量异常溯源软件(2017SR172200)
(6)杜世昌,发动机缸盖加工过程监控与异常溯源软件(2019SR0528773)
专利:
(1)零件表面形貌三维高密度点云数据转化为灰度图像的方法,专利号 ZL 2012 1 0046615.9,发明人:杜世昌、王猛、奚立峰
(2)三坐标测量机测量平面度的样本点优化选取方法,专利号 ZL 201310221048,发明人:肯特、杜世昌、王猛、奚立峰
(3)基于贝叶斯方法的航天阀门零件加工过程故障诊断方法,专利号 ZL 201410443481.3, 发明人:杜世昌,陈雨桐,黄德林
(4)直列发动机缸盖燃烧室在线补偿加工的方法,专利号ZL 201510564339.9,发明人:杜世昌,黄德林,吴卓琦,王猛,金隼
(5)基于染色体原理的配合面泄漏区域测量系统,专利号:ZL 2018 2 2063494.4,发明人:殷亚祥,邵益平,杜世昌,奚立峰
(6)基于图像控制点配准的刚性表面接触过程分析方法与系统,专利号:ZL 2018 1 1392000.5,发明人:殷亚祥,杜世昌,邵益平,王坤,奚立峰
(7)基于直列发动机缸体的装夹优化方法及系统,发明人:杜世昌,李贵龙
(8)一种两刚性表面接触过程分析的方法,发明人:殷亚祥,杜世昌,邵益平,奚立峰
(9)具有空间相关性的圆柱形状误差的监控方法,发明人:杜世昌,赵晨,邓亚飞,李贵龙
 (10) 基于高清晰测量的面铣削表面刀纹分割方法,发明人:殷亚祥,杜世昌,王坤,奚立峰

2024“东风日产杯”清华IE 亮剑全国工业工程应用案例大赛 一等奖
2024 “东风日产杯”清华IE 亮剑全国工业工程优秀课程设计 一等奖(两项)
2024 中国大学生机械工程创新创意大赛工业工程与精益管理创新赛 三等奖
2023 “东风日产杯”清华IE 亮剑全国工业工程应用案例大赛 特等奖
2023 “东风日产杯”清华IE 亮剑全国工业工程优秀课程设计 一等奖
2023   第九届上海市“互联网+”大学生创新创业大赛铜奖
2023   QR2MSE 最佳论文奖
2022   第八届上海市“互联网+”大学生创新创业大赛铜奖
2022 “东风日产杯”清华IE 亮剑全国工业工程优秀课程设计 二等奖
2022  “东风日产杯”清华IE 亮剑全国工业工程应用案例大赛 三等奖
2021  “东风日产杯”清华IE 亮剑全国工业工程应用案例大赛 二等奖
2020   bat365在线中国官网登录入口“教书育人奖”
2020  “东风日产杯”清华IE 亮剑全国工业工程应用案例大赛 二等奖
2019   Precision Engineering 期刊“主编推荐论文”奖
2018   bat365在线中国官网登录入口年度考核“优秀”
2017   bat365在线中国官网登录入口晨星青年学者奖励(A类)
2016   bat365在线中国官网登录入口聘期考核“优秀”(2014-2016)
2016   bat365在线中国官网登录入口优秀共产党员
2016   bat365在线中国官网登录入口年度考核“优秀”
2016   上海市高校工业工程优化改善设计大赛一等奖(指导老师)
2015   bat365在线中国官网登录入口年度考核“优秀”
2013   bat365在线中国官网登录入口聘期考核“优秀”(2011-2013)
2013   上海市青年科技启明星
2012   上海市科技进步一等奖(排8)
2012   bat365在线中国官网登录入口年度考核“优秀”
2012   bat365在线中国官网登录入口晨星青年学者奖励(B类)
2012   中国质量协会质量创新会议优秀论文二等奖(指导老师)
2010   bat365在线中国官网登录入口新进优秀青年教师一等奖  
2010   “东风日产杯”清华IE 亮剑全国工业工程应用案例大赛 三等奖
2010   bat365在线中国官网登录入口晨星青年学者奖励(C类)
2010   bat365在线中国官网登录入口博士后考核“优秀”
2009   bat365在线中国官网登录入口博士后考核“优秀”