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.
期刊论文
2023年:
[1] Kaigan Zhang, Tangbin Xia*, Dong Wang, Genliang Chen, Ershun Pan, Lifeng Xi. Privacy-preserving and Sensor-fused Framework for Prognostic & Health Management in Leased Manufacturing System. Mechanical Systems and Signal Processing. 2023, 184, 109666: 1-18.
[2] Yimin Jiang, Tangbin Xia*, Xiaolei Fang, Dong Wang, Ershun Pan, Lifeng Xi. Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction. IEEE Transactions on Industrial Informatics. 2023, 19(10), 10613-10623.
[3] Rourou Li, Yimin Jiang, Tangbin Xia*, Dong Wang, Zhen Chen, Ershun Pan, Lifeng Xi. Multiscale Feature Extension Enhanced Deep Global-Local Attention Network for Remaining Useful Life Prediction. IEEE Sensors Journal. 2023, 23(20), 25557-25571.
2022年:
[1] Tangbin Xia, Guojin Si*, Dong Wang, Ershun Pan, Lifeng Xi. Progressive opportunistic maintenance policies for global service-outsourcing network with prognostic updating and dynamical optimization. IEEE Transactions on Reliability. 2022, 71(3), 1340-1354.
[2] Tangbin Xia, Yutong Ding, Yifan Dong*, Zhen Chen, Meimei Zheng, Ershun Pan, Lifeng Xi. Collaborative production and predictive maintenance scheduling for flexible flow shop with stochastic interruptions and monitoring data. Journal of Manufacturing Systems. 2022, 65, 640-652.
[3] Yimin Jiang, Tangbin Xia*, Dong Wang, Xiaolei Fang, Lifeng Xi. Adversarial Regressive Domain Adaptation Framework for Infrared Thermography-based Unsupervised Remaining Useful Life Prediction. IEEE Transactions on Industrial Informatics. 2022, 18(10), 7219 - 7229.
[4] Yimin Jiang, Tangbin Xia*, Dong Wang, Xiaolei Fang, Lifeng Xi. Spatiotemporal Denoising Wavelet Network for Infrared Thermography-based Machine Prognostics Integrating Ensemble Uncertainty. Mechanical Systems and Signal Processing. 2022, 173, 109014: 1-18.
2021年:
[1] Tangbin Xia, Bowen Sun, Zhen Chen, Ershun Pan, Hao Wang, Lifeng Xi*. Opportunistic maintenance policy integrating leasing profit and capacity balancing for serial-parallel leased systems. Reliability Engineering & System Safety. 2021, 205, 107233: 1-10.
[2] Tangbin Xia, Kaigan Zhang, Bowen Sun, Xiaolei Fang, Lifeng Xi*. Integrated Remanufacturing and Opportunistic Maintenance decision-making for Leased Batch Production Lines. Journal of Manufacturing Science and Engineering-Transactions of the ASME. 2021, 143(8), 081003: 1-13.
[3] 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, 59, 261-271.
2020年:
[1] Tangbin Xia, Ya Song, Yu Zheng, Ershun Pan, Lifeng Xi. An ensemble framework based on convolutional bi-directional LSTM with multiple time windows for remaining useful life estimation. Computers in Industry. 2020, 115, 103182.
2019年:
[1] Tangbin Xia, Xiaolei Fang, Nagi Gebraeel, Lifeng Xi, Ershun Pan. Online analytics framework of sensor-driven prognosis and opportunistic maintenance for mass customization. ASME Transactions, Journal of Manufacturing Science and Engineering. 2019, 141(5), 051011: 1-12.
[2] Tangbin Xia, Lifeng Xi. Manufacturing paradigm-oriented PHM methodologies for cyber-physical systems. Journal of Intelligent Manufacturing. 2019, 30(4), 1659-1672.
[3] Kun Wang, Shichang Du, 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. 2019.
[4] 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.
[5] Guojin Si, Tangbin Xia, Ying Zhu, Shichang Du, Lifeng Xi. Triple-level opportunistic maintenance policy for leasehold service network of multi-location production lines. Reliability Engineering & System Safety. 2019, 190, 106519.
[6] Yifan Dong, Tangbin Xia, Xiaolei Fang, Zhenguo Zhang, Lifeng Xi. Prognostic and health management for adaptive manufacturing systems with online sensors and flexible structures. Computers & Industrial Engineering. 2019, 133, 57-68.
[7] Hanxin Feng, Tangbin Xia, Wen Da, Lifeng Xi, Ershun Pan. Concurrent design of cell formation and scheduling with consideration of duplicate machines and alternative process routings. Journal of Intelligent Manufacturing. 2019, 30(1), 275-289.
2018年:
[1] Tangbin Xia, Lifeng Xi, Shichang Du, Lei Xiao, Ershun Pan. Energy-oriented maintenance decision-making for sustainable manufacturing based on energy saving window. ASME Transactions, Journal of Manufacturing Science and Engineering. 2018, 140(5), 051001: 1-12.
[2] 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.
[3] Hanxin Feng, Lifeng Xi, Tangbin Xia, Ershun Pan. Concurrent cell formation and layout design based on hybrid approaches. Applied Soft Computing. 2018, 66, 346-359.
[4] Hanxin Feng, Lifeng Xi, Lei Xiao, Tangbin Xia, Ershun Pan. Imperfect preventive maintenance optimization for flexible flowshop manufacturing cells considering sequence-dependent group scheduling. Reliability Engineering & System Safety. 2018, 176, 218-229.
[5] Yiping Shao, Yaxiang Yin, Shichang Du, Tangbin Xia, Lifeng Xi. Leakage monitoring in static sealing interface based on three dimensional surface topography indicator. ASME Transactions, Journal of Manufacturing Science and Engineering. 2018, 140(10), 101003: 1-12.
[6] Bowen Sun, Tangbin Xia, Ya Song, Wenyu Guo, Lifeng Xi. Lease-oriented opportunistic maintenance for series-parallel systems by integrating capacity balancing. IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2018). December 16-19, 2018, 202-206, Bangkok, Thailand.
2017年:
[1] Tangbin Xia, Lifeng Xi, Ershun Pan, Xiaolei Fang, Nagi Gebraeel. Lease-oriented opportunistic maintenance for multi-unit leased systems under product-service paradigm. ASME Transactions, Journal of Manufacturing Science and Engineering. 2017, 139(7), 071005: 1-10.
[2] Tangbin Xia, Xinyang Tao, Lifeng Xi. Operation process rebuilding (OPR)-oriented maintenance policy for changeable system structures. IEEE Transactions on Automation Science and Engineering. 2017, 14(1), 139-148.
[3] Tangbin Xia, Lifeng Xi, Ershun Pan, Jun Ni. Reconfiguration-oriented opportunistic maintenance policy for reconfigurable manufacturing systems. Reliability Engineering & System Safety. 2017, 166, 87-98.
[4] Xinyang Tao, Tangbin Xia, Lifeng Xi. Dynamic opportunistic maintenance scheduling for series systems based on theory of constraints (TOC)-VLLTW methodology. ASME Transactions, Journal of Manufacturing Science and Engineering. 2017, 139(2), 021009: 1-8.
[5] Xinyang Tao, Tangbin Xia, Lifeng Xi. Environment factor–based equipment hazard rate prognosis for maintenance scheduling. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture. 2017, 231(8), 1488-1497.
[6] Hanxin Feng, Wen Da, Lifeng Xi, Ershun Pan, Tangbin Xia. Solving the integrated cell formation and worker assignment problem using particle swarm optimization and linear programming. Computers & Industrial Engineering. 2017, 110, 126-137.
[7] Kun Wang, Yaxiang Yin, Shichang Du, Lifeng Xi, Tangbin Xia. State space modeling of multi-scale variation propagation in machining process using matrix model. IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2017). 10-13 December, 2017, Singapore.
[8] 林忠钦, 奚立峰, 蒋家东, 郭政, 刘颖, 潘尔顺, 赵亦希, 李艳婷. 中国制造业质量与品牌发展战略研究. 中国工程科学. 2017, 19(3), 20-28.
2016年:
[1] Xinyang Tao, Tangbin Xia, Lifeng Xi. Dynamic opportunistic maintenance scheduling for series systems based on theory of constraints (TOC)-VLLTW methodology[J]. ASME Transactions, Journal of Manufacturing Science and Engineering. 2016, 139(2), 021009: 1-8.
2015年:
[1] Tangbin Xia, Xiaoning Jin, Lifeng Xi, Jun Ni. Production-driven opportunistic maintenance for batch production based on MAM-APB scheduling. European Journal of Operational Research. 2015, 240(3), 781-790.
[2] Tangbin Xia, Xiaoning Jin, Lifeng Xi, Yuejun Zhang, Jun Ni. Operating load based real-time rolling grey forecasting for machine health prognosis in dynamic maintenance schedule. Journal of Intelligent Manufacturing. 2015, 26(2), 269-280.
[3] Tangbin Xia, Lifeng Xi, Ershun Pan, Jun Ni. Reconfiguration-oriented opportunistic maintenance policy for reconfigurable manufacturing systems. Reliability Engineering & System Safety. 2016.
[4] Meng Wang, Lifeng Xi, Shichang Du. 3D surface form error evaluation using high definition metrology. Precision Engineering, 2014, 38(1): 230-236.
[5] 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 Journal of Manufacturing Science and Engineering, 2015, 137(3): 031006.
[6] Meng Wang, Yiping Shao, Shichang Du, 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.
2014年:
[1] Tangbin Xia, Xiaoning Jin, Lifeng Xi, Jun Ni. Production-driven opportunistic maintenance for batch production based on MAM-APB scheduling. European Journal of Operational Research. 2014.
[2] Meng Wang, Lifeng Xi, Shichang Du. 3D surface form error evaluation using high definition metrology. Precision Engineering. 2014, 38(1), 230-236.
[3] Beixin Xia, Binghai Zhou, Ci Chen, Lifeng Xi, A generalized-exponential decomposition method for the analysis of inhomogeneous assembly/disassembly systems with unreliable machines and finite buffers, J Intell Manuf, 2014
[4] Ci Chen, Beixin Xia, Bing-hai Zhou, Lifeng Xi, A reinforcement learning based approach for a multiple-load carrier scheduling problem, J Intell Manuf, 2014
2013年:
[1] Tangbin Xia, Lifeng Xi, Xiaojun Zhou, Jay Lee. Condition-based maintenance for intelligent monitored series system with independent machine failure modes. International Journal of Production Research. 2013, 51(15), 4585-4596.
[2] Tangbin Xia, Xiaoning Jin, Lifeng Xi, Yuejun Zhang, Jun Ni. Operating load based real-time rolling grey forecasting for machine health prognosis in dynamic maintenance schedule. Journal of Intelligent Manufacturing. 2013.
[3] Beixin Xia, Lifeng Xi, Binghai Zhou, Shichang Du. An efficient analytical method for performance evaluation of transfer lines with unreliable machine and finite transfer-delay buffers. International Journal of Production Research. 2013, 51(6), 1799-1819.
2012年:
[1] Beixin Xia, Lifeng Xi, Binghai Zhou. An improved decomposition method for evaluating the performance of transfer lines with unreliable machines and finite buffers. International Journal of Production Research. 2012, 50(15), 4009-4024.
2011年:
[1] Jiwen Sun,Lifeng Xi. Optimal maintenance policy for degrading manufacturing systems using long-term average cost criterion[J]. Production Planning and Control, 2011, 22(2): 124-136.
[2] Wenzhu Liao, Ershun Pan, Lifeng Xi. A heuristics method based on ant colony optimisation for redundancy allocation problems[J]. International Journal of Computer Applications in Technology, 2011, 40(1-2): 71-78.
[3] Ci Chen, Li-feng Xi, Bing-hai Zhou,A multiple-criteria real-time scheduling approach for multiple-load carriers subject to LIFO loading constraints,International Journal of Production Research,Vol. 49, No.16, 2011,4787–4806
2010年:
[1] S. Du and L. Xi. An integrated system for on–line intelligent monitoring and identifying process variability and its application. International Journal of Computer Integrated Manufacturing, 2010, V23(6): 529–542.
[22] Li, Y. and Xi, LF. Statistical Process Control of Over–Dispersed Multivariate Count Data. Proceedings of the International Conference on Industrial Engineering, 2010.
2009年前:
[1] Jianbo Yu, Lifeng Xi, Junxiao Zhou. Identifying source(s) of out-of-control signals in multivariate manufacturing processes using selective neural network ensemble. Engineering Applications of Artificial Intelligence. 2009, 22(1): 141-152.
[2] Jianbo Yu, Lifeng Xi. Using MQE Chart Based on Self-Organizing Map (SOM) Neural Network for Monitoring Out-of-control Signals in Manufacturing Processes. International Journal of Production Research. 2008, 46(21), 5907–5933.
[3] Jianbo Yu, Lifeng Xi, Junxiao Zhou. Intelligent Monitoring and Diagnosis of Manufacturing Processes Using an Integrated Approach of KBANN and GA. Computers in Industry. 2008, 59(5): 489-501.
[4] Yu, Jianbo, Xi, Lifeng , A hybrid learning-based model for on-line monitoring and diagnosis of out-of-control signals in multivariate manufacturing processes, International Journal of Production Research, 47(15), pp 4077-4108, 2009
[5] Jianbo Yu, Lifeng Xi. A Neural Network Ensemble-based Model for On-line Monitoring and Diagnosis of Out-of-control Signals in Multivariate Manufacturing Processes. Expert Systems With Applications. 2009, 36(1): 909-921.
[6] Yu Jian-bo, Xi Li-feng. An Improved Particle Swarm Optimization for Evolving Feedforward Artificial Neural Networks. Neural Processing Letters. 2007, 26(3): 217-231.
[7] Yu Jian-bo, Wang Shi-jing, Xi Li-feng. Evolving Artificial Neural Networks Using an Improved PSO and DPSO. Neurocomputing. 2008, 71(4-6): 1054-1060.
[8] Jianbo Yu and Lifeng Xi. Intelligent monitoring and diagnosis of manufacturing process using an integrated approach of neural network ensemble and genetic algorithm. International Journal Computer Applications in Technology. 2008, 33(2/3): 109-111.
[9] Yu Jian-bo, Xi Li-feng, Wu Bing. A Neural Network Ensemble Approach for the Recognition of SPC Chart Patterns. Proceedings - Third International Conference on Natural Computation. Aug. 2007: 575-579.
[10] Yu Jian-bo, Xi Li-feng. A Neural Network Ensemble for Classifying Source(s) in Multivariate Manufacturing Processes. The Proceeding of IEEM2007 in Singapore. Industrial Engineering and Engineering Management, 2-4, Dec. 2007: 1246-1250.
[11] Yu Jian-bo, Xi Li-feng, Bin Wu, Jay Lee. A Hybrid Feature Selection for Machine Health Assessment. Third World Congress on Engineering Asset Management and Intelligent Maintenance System Conference 2008. WCEM-IMS2008
[12] Shichang Du, Lifeng Xi, Ershun Pan. Product Lifecycle-Oriented Quality and Productivity Improvement Based on Stream of Variation Methodology. Computers in Industry. 2008, 59(2-3): 180-192.
[13] 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, 13(5):399-420.
[14] Shichang Du, Lifeng Xi. Distributed sensor system for fault detection and isolation in multistage manufacturing systems. International Journal of Computer Applications in Technology, 2006, 25(4): 182-191.
[15] 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, 28(2/3): 117–127.
[16] Du, S., Lv, J., Xi, L. and Pan, E. Analysis of product quality with consideration of influence of manufacturing errors in discrete-part machining systems. Int. J. Computer Applications in Technology. 2008, 33(1): 3-11.
[17] Shichang Du, Lifeng Xi. Improve product quality through causality analysis in product engineering, International Journal of Materials and Structural Integrity. 2009, 1(1): 11-34.
[18] 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 Manufacturing Technology and Management. (2009, Online)
[19] Shichang Du, Xi Lifeng. Design of Control Strategy for Product Variation Reduction in Manufacturing Systems. INFORMS (Institute for Operations Research and the Management Sciences) International Conference 2007.
[20] Xi Li-feng, Du Shi-chang, Shi Jian-jun. State Space Modeling of Dimensional Machining Errors of Serial-Parallel Hybrid Multi-Stage Machining System. The 12th International Conference on Industrial Engineering and Engineering Management 11, 2005,(Excellent Paper Award)
[21] Runqing Huang, Lifeng Xi, C. Richard Liu, Jay Lee. Prognostics for ball bearing based on neural networks and Morlet Wavelet. Materials Science Forum, 505-507, Proceedings of the 2005 International Conference on Advanced Manufacture. 2006,1153-1158.
[22] Huang R., Meng L., Xi L.F. and Liu C.R.. Modeling and Analyzing a Joint Optimization Policy of Block-Replacement and Spare Inventory With Random-Lead time. IEEE Transactions on Reliability. 2008, 57(1), 113-124.
[23] Runqing Huang, Lifeng Xi, Jay Lee. Production-Zero-inventory Model for Equipment Maintenance Spares Based on an Intelligent Maintenance System. Proceedings of IMS2003:International Conference on Intelligent Maintenance systems (IMS), Xi’an, China, 2003, 10: 250-256(Excellent Paper Award).
[24] 周晓军, 奚立峰, Jay Lee. 基于嵌入式智能代理的适应式远程诊断技术. 计算机集成制造系统. 2004, 10(8): 1015-1020.
[25] 杜世昌, 奚立峰, 潘尔顺. 多工序制造系统中尺寸偏差建模与控制. 开云网页登录
学报. 2006, 40(4): 583-587.
[26] 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.
[27] 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.
[28] 叶亮, 潘尔顺, 奚立峰. 基于鲁棒参数控制方法的可变控制线控制图. 计算机集成制造系统. 2007, 13(4): 817-821.