Selected Publications
SCI papers
[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] 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. 2019, Accepted.
[4] 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.
[5] 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.
[6] Ya Song, Tangbin Xia*, Yu Zheng, Bowen Sun, Ershun Pan, Lifeng Xi. A Remaining Useful Life Prediction Framework Integrating Multiple Time Window Convolutional Neural Networks. Journal of Grey System. 2019, Accepted.
[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.
[8] Lei Xiao, Tangbin Xia, Ershun Pan, Xinghui Zhang. Long-term predictive opportunistic replacement optimization for a small multi-component system using partial condition monitoring data to date. International Journal of Production Research. 2019, online, DOI: 10.1080/00207543.2019.1641236.
[9] Zhen Chen, Tangbin Xia, Yanting Li, Ershun Pan. Tweedie exponential dispersion processes for degradation modeling, prognostic and accelerated degradation test planning. IEEE Transactions on Reliability. 2019, online, DOI:10.1109/TR.2019.2955596.
[10] Zhen Chen, Ershun Pan, Tangbin Xia, Yaping Li. Optimal degradation-based burn-in policy using Tweedie exponential-dispersion process model with measurement errors. Reliability Engineering & System Safety. 2019, 195, 106748.
[11] Zhen Chen, Yaping Li, Tangbin Xia, Ershun Pan. Hidden Markov model with auto-correlated observations for remaining useful life prediction and optimal maintenance policy. Reliability Engineering & System Safety. 2019, 184, 123-136.
[12] Hanxin Feng, Changbai Tan, Tangbin Xia, Ershun Pan, Lifeng Xi. Joint optimization of preventive maintenance and flexible flowshop sequence-dependent group scheduling considering multiple setups. Engineering Optimization. 2019, 51(9), 1529-1546.
[13] Lei Xiao, Xinghui Zhang, Siliang Lu, Tangbin Xia, Lifeng Xi. A novel weak-fault detection technique for rolling element bearing based on vibrational resonance. Journal of Sound and Vibration. 2019, 438, 490-505.
[14] 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.
[15] 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.
[16] Zhen Chen, Tangbin Xia, Yaping Li, Ershun Pan. Degradation modeling and classification of mixed populations using segmental continuous Hidden Markov Models. Quality and Reliability Engineering International. 2018, 34(5), 807-823.
[17] 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.
[18] 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.
[19] 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.
[20] 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.
[21] 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.
[22] 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.
[23] 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.
[24] 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.
[25] Zhen Chen, Tangbin Xia, Ershun Pan. Optimal multi-level classification and preventive maintenance policy for highly-reliable products. International Journal of Production Research. 2017, 55(8), 2232-2250.
[26] 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.
[27] 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. (ESI 高被引论文)
[28] 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.
[29] Yuejun Zhang, Zhiqiang Lu, Tangbin Xia. A dynamic method for the production lot sizing with machine failures. International Journal of Production Research. 2014, 52(8), 2436-2447.
[30] 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.
[31] Tangbin Xia, Lifeng Xi, Xiaojun Zhou, Jay Lee. Dynamic maintenance decision-making for series-parallel hybrid multi-unit manufacturing system based on MAM-MTW methodology. European Journal of Operational Research. 2012, 221(1), 231-240.
[32] Tangbin Xia, Lifeng Xi, Xiaojun Zhou, Shichang Du. Modeling and optimizing maintenance schedule for energy systems subject to degradation. Computers & Industrial Engineering. 2012, 63(3), 607-614.
[33] Tangbin Xia, Lifeng Xi, Jay Lee, Xiaojun Zhou. Optimal CBPM policy considering maintenance effects and environmental condition. International Journal of Advanced Manufacturing Technology. 2011, 56(9-12), 1181-1193.
[34] Jinwen Sun, Lifeng Xi, Ershun Pan, Shichang Du, Tangbin Xia. Design for diagnosability of multi-station manufacturing systems based on sensor allocation optimization. Computers in Industry. 2009, 60(7), 501-509.