Publications

Refereed Journal Papers

  1. Wang, G. Li,*/** A. Natarajan, S. Mukerjee, X. Jin, S. Kar*, (2024) “Accelerating optimal synthesis of atomically thin MoS2: a constrained Bayesian optimization guided brachistochrone approach,” Advanced Materials Technologies, (forthcoming)
  2. X. Peng**, S. Duan, C. Sankvaram, and X. Jin*, (2024) Unsupervised adaptive fleet battery pack fault detection with concept drift under evolving environment, IEEE Transactions on Automation Science and Engineering, DOI: 10.1109/TASE.2024.3363002
  3. R. Bokade**, X. Jin*. and C. Amato., (2023) “Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control,” IEEE Access, vol. 11, pp. 47646-47658, 2023, DOI: 10.1109/ACCESS.2023.3275883
  4. X. Peng**, X. Jin*, S. Duan and C. Sankavaram, (2022) “Active learning-assisted semi-supervised learning for fault detection and diagnostics with imbalanced dataset,” IISE Transactions, DOI: 10.1080/24725854.2022.2074579
  5. Yuan, G Li**, S Kamarthi, X Jin, M Moghaddam*, (2022) “Trends in intelligent manufacturing research: a keyword co-occurrence network based review,” Journal of Intelligent Manufacturing, 33, pp. 425–439.
  6. G. Li**, Y. Chen, M. Moghadam, S. Kamarthi, X. Jin*, (2021) “Exploring the skills and domain knowledge for data science in manufacturing and production industry: a gap analysis,” Journal of Manufacturing Systems, Vol. 60, pp. 692-706.
  7. A. He**, X. Jin*, (2021) “Deep variational autoencoder classifier for intelligent fault diagnosis adaptive to unseen fault categories,” IEEE Transactions on Reliability (early access 10.1109/TR.2021.3090310)
  8. R. Bokade**, A. Navato, R. Ouyang, X. Jin, C. Chou, S. Ostadabbas, A. V. Mueller*, (2021) “A cross-disciplinary comparison of multimodal data fusion approaches and applications: Accelerating learning through trans-disciplinary information sharing,” Expert Systems with Application, 165, 113885.
  9. X. Gu, W. Guo*,  X. Jin, (2020)  “Performance evaluation for manufacturing systems under control-limit maintenance policy,” Journal of Manufacturing Systems, 55,  221–232.
  10. He, X. Jin*,(2019) “Failure Detection and Remaining Life Estimation for Ion Mill Etching Process Through Deep-Learning Based Multimodal Data Fusion”, Journal of Manufacturing Science and Engineering 141 (10).
  11. M. Xu, S.Radhakrishnan, S. Kamarthi and X. Jin*, (2019) “Resiliency of Mutualistic Supplier-Manufacturer Networks“, Scientific Reports 9, Article number: 13559.
  12. X. Jin*, H. Shui, M. Shpitalni, “Virtual sensing and virtual metrology for spatial error monitoring of roll-to-roll manufacturing systems”, CIRP Annals-Manufacturing Technology 68 (1) pp. 491-494.
  13. Chou, C., X. Jin, A. Mueller and S. Ostadabbas, (2019) “Multimodal Data Fusion-Moving from Domain-specific Algorithms to Transdomain Understanding for Accelerated Solution Development,” IEEE Sensors Letters, 3(1), 1-4.
  14. Hassani.S. M., X. Jin, J. Ni (2019), “Physics-based Gaussian Process for The Health Monitoring for a Rolling Bearing”, Acta Astronautica, 154, 133-139.
  15. Shui, H. X. Jin, J. Ni (2018) “Twofold Variation Propagation Modeling and Analysis for Roll-to-Roll Manufacturing Systems“, IEEE Transactions on Automation Science and Engineering, 99.
  16. Xu, M. X. Jin, S. Kamarthi, Md. Noor-E-Alam (2018) “A Failure-Dependency Modeling and State Discretization Approach for Condition-Based Maintenance Optimization of Multi-Component Systems”,  Journal of Manufacturing Systems 47, pp. 141-152.
  17. Gu, X. Jin, J. Ni, (2017) “Estimation of Active Maintenance Opportunity Windows in Production Lines, 2018 Journal of Manufacturing Systems. 45, 109-120.
  18. Momeni, X. Jin, J. Ni (2016) “A Microscopic Approach for Genetic Degradation Modeling”, International Journal of Prognostics and Health Management (ISSN 2153-2648, 2016 027) [pdf]
  19. Jin, X. D. Siegel, B. Weiss, E. Gamel, W. Wang, J. Lee, J. Ni (2016) “The Present Status and Future Growth of Maintenance in US Manufacturing: Results from a Pilot Survey”, Manufacturing Review, DOI: 10.1051/mfreview/2016005
  20. Ni, J., X. Gu, and X. Jin (2015) “Preventive Maintenance Opportunities For Large Production Systems”, CIRP Annals Manufacturing Technology, 64(1), pp. 447-450 [pdf]
  21. X., X. Jin, and J. Ni, “Prediction of Passive Maintenance Opportunity Windows on Bottleneck Machines in Complex Manufacturing Systems”, ASME Transactions on Journal of Manufacturing Science and Engineering 137(3), 031017.
  22. Liang, X., Jin*, J. Ni, “Forecasting Product Returns for Remanufacturing Systems”, Journal of Remanufacturing 4(1), pp. 1-18.
  23. Dong, H., Jin, C. Wang, (2014) “Lithium-ion Battery State of Health Monitoring and Remaining Useful Life Prediction based on Support Vector Regression-Particle Filter”, Journal of Power Sources.
  24. Peters, S. G. Lanza, J. Ni, Jin, P. Yi and M. Colledani, (2014) “Automotive Manufacturing Technologies – an International Viewpoint”, Manufacturing Review, 1:10.
  25. Xia, T., Jin, L. Xi, (2013) “Operating Load Based Real-time Rolling Grey Forecasting for Machine Health Prognostics in Dynamic Maintenance Schedule”, Journal of Intelligent Manufacturing, DOI:10.1007/s10845-013-0780-8.
  26. Jin, X, S. J. Hu, J. Ni, G. Xiao (2013) “Assembly Strategies for Product Remanufacturing with Variable Quality Returns”, IEEE Transactions on Automation Science and Engineering, 10(1), pp. 76-85.
  27. Jin, X., J. Ni, (2013) “Joint Production and Preventive Maintenance Strategy for Manufacturing Systems with Stochastic Demand”, ASME Transactions on Manufacturing Science and Engineering, 135, 03101-1:9.
  28. Ni*, and X. Jin, (2012) “Decision Support Systems for Effective Maintenance Operations”, CIRP Annals-Manufacturing Technology, 61(1), pp. 411–414.
  29. Jin, X., J. Ni, and Y. Koren, (2011), “Optimal Control of Reassembly with Variable Quality Returns in a Product Remanufacturing System”, CIRP Annals-Manufacturing Technology. 60(1) pp. 25-28.
  30. Jin, X., L. Li*, and J. Ni, (2009) “Option Model for Joint Production and Preventive Maintenance System”, International Journal of Production Economics. 119(2), pp. 347-353.
  31. Dong, M., S. Sun and Jin, (2009), “Modelling and Analysis of Newsvendor-Based Trading Options in Supply Chains”, International Journal of Services Operations and Informatics, 4(3), pp. 258-271.
  32. Jin, and C. Ma, (2007) “Evaluation in Intensity of Labor Based on Comprehensive Fuzzy Evaluation Method”, Journal of Industrial Engineering and Management (12).
  33. Shui, H., Jin*, J. Ni (2015) “Manufacturing productivity and energy efficiency: a stochastic efficiency frontier analysis”, Int. J. Energy Res. DOI: 10.1002/er.3368.
  34. Jin, X. (2012) “Modeling and Analysis of Remanufacturing Systems with Stochastic Return and Quality Variation”, Ph.D. Dissertation, University of Michigan. (Publication No. 3530933.)
  35. Han S., Jin, J. Ni, J. Li, “An Enhanced Rough Set-Based Method for Decision Fusion of ICU Medical Data”, Intelligent Data Analysis, 20(6), pp. 1267-1284.

Conference Papers and Proceedings

  1. He, A., X. Jin*, (2018) “NARNET-based Prognostics Modeling for Deteriorating Systems under Dynamic Operating Conditions”, Proceeding of IEEE Conference on Automation Science and Engineering, August, 2018, Munich, Germany.
  2. Lai, X., X. Jin*, X. Gu, (2017) “An Integrated Physical-based and Parameter Learning Method for Ship Energy Consumption Prediction”, Proceeding of IEEE Conference on Automation Science and Engineering, August 2017, Xi’an, China.
  3. Ren, W. Hui, X. Jin, (2017) “Engineering Effect Equivalence Enabled Transfer Learning”, IEEE Conference on Automation Science and Engineering, August 2017, Xi’an, China.
  4. Jin, X. Gu, (2016) “Option-Based Design for Resilient Manufacturing Systems”, IFAC, 8th IFAC Conference on Manufacturing Modelling, Management and Control MIM, Vol. 49 (12), pp.1-1962.
  5. Riggs, R.J., Jin, S.J. Hu, (2015) “Two Stage Sequence Generation for Partial Disassembly of Products with Sequence Dependent Task Times”, The 22nd CIRP Conference on Life Cycle Engineering, April 2015, Sydney, Australia.
  6. Shui, H., Jin, J. Ni (2015) “An Anomaly Detection and Diagnosis Method Based on Real-Time Health Monitoring for Progressive Stamping Processes”, Proceedings of The ASME International Manufacturing Science and Engineering Conference, 2015, Charlotte, North Carolina, USA.
  7. Gu, X., Jin, J. Ni (2015) “Real-Time Maintenance Policy in Manufacturing Systems with Intermediate Buffers“, Proceedings of The ASME International Manufacturing Science and Engineering Conference, 2015, Charlotte, North Carolina, USA.
  8. Li, Y. Jin, C. Qing (2015) “Markov Decision Models for Optimal Decision Making In Bottlenecks Identification and Mitigation in Advanced Manufacturing Systems”, Proceedings of The ASME International Manufacturing Science and Engineering Conference, 2015, Charlotte, North Carolina, USA.
  9. X., X. Jin, J. Ni, Y. Koren (2015) “Manufacturing System Design for Resilience”, CIRP 25th Design Conference, March 2015, Haifa, Israel.
  10. Weng, X, Jin, J. Ni, (2014) “Multi-Scale Surface Characterization and Control Based High Density Measurements”, Proceedings of The ASME International Manufacturing Science and Engineering Conference, 2014, Detroit, Michigan. (Best Paper Award, 1st Place)
  11. X, X. Jin*, J. Ni, (2014) “Estimation of active maintenance opportunity windows in manufacturing systems”, 11th International Conference on Frontiers of Design and Manufacturing, Nanjing, Jiangsu, China. (Best paper award)
  12. Jin, J. Ni, S.J. Hu, G. Xiao, Q. Chang, “Threshold-Type Admission Policy for Remanufacturing Systems”, 2014 IEEE International Conference on Automation Science and Engineering (CASE), 467-473, Taiwan.
  13. X., X. Jin*, J. Ni, (2014) “Resilience Measures of Manufacturing Systems under Disruptions”, Proceedings of The ASME International Manufacturing Science and Engineering Conference, 2014, Detroit, Michigan.
  14. Lou, Y., Dong, H., Jin*, J. Ni, S. Cheng, H. Zhu, (2014) “Data-Driven Predictive Nickel-Hydrogen Battery Health Monitoring and Prognostics”, Proceedings of 42th North America Manufacturing Research Conference, 2014, Detroit, Michigan.
  15. Gusikhin, Jin, E. Klampfl, D. Reich, R. Visintainer (2013) “Dynamic Modeling of Operator Overload Conditions in Mixed Model Automotive Assembly”, Proceedings of IFAC Conference on Manufacturing Modelling, Management, and Control (MIM), Russia.
  16. Lou, X. Jin* and J. Ni, (2013). “Lithium-ion Battery Degradation Related Parameter Estimation Using Electrochemistry-Based Dual Models”, 8th Word Congress on Engineering Asset Management, October, Hongkong, China
  17. Jin* and J. Ni (2012) “Dynamic Strategies for Preventive Maintenance Scheduling with throughput target variation”, Proceedings of The ASME International Manufacturing Science and Engineering Conference, 2012.
  18. Jin*, G. Xiao, Q. Chang, S. Biller, J. Ni, S. Jack Hu (2012) “Performance Analysis and Optimization of Remanufacturing Systems with Stochastic Returns”, Proceedings of the ASME International Manufacturing Science and Engineering.
  19. Jin, L. Li* and J. Ni, (2009) “Integrated Production and Preventive Maintenance Decision Making Using Option-Based Cost Model”, Proceedings of the ASME International Manufacturing Science and Engineering Conference, 2009.
  20. Dong, D. Yang, X. Jin, (2008) Strategy analysis of newsvendor based trading options in supply chains, IEEE International Conference on Service Operations and Logistics, and Informatics.
  21. Zeng, X. Jin and Q. Wang, (2007) “Trading Options in Supply Chain”, Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management.

Invited Talks

 

Prof. Xiaoning "Sarah" Jin

Email: xi.jin@northeastern.edu

359 Snell Engineering Center

360 Huntington Ave. Boston, MA 02115