Publications

2025

1. IEEE T-ASE

   

   A Lead-Time-Aware Decomposition Approach to Optimize Disruption Response in Supply Chains

   J. Estrada-Garcia, M. Bi, D. M Tilbury, K. Barton, and S. Shen

   IEEE Transactions on Automation Science and Engineering, 2025

   Bib HTML

   @article{estrada2025lead,
     title = {A Lead-Time-Aware Decomposition Approach to Optimize Disruption Response in Supply Chains},
     author = {Estrada-Garcia, J. and Bi, M. and Tilbury, D. M and Barton, K. and Shen, S.},
     journal = {IEEE Transactions on Automation Science and Engineering},
     year = {2025},
     publisher = {IEEE},
   }

2. IEEE T-ASE

   

   Digital Twin-based Smart Manufacturing: Dynamic Line Reconfiguration for Disturbance Handling

   B. Fu, M. Bi, S. Umeda, T. Nakano, Y. Nonaka, and 4 more authors

   IEEE Transactions on Automation Science and Engineering, 2025

   Bib HTML

   @article{fu2025digital,
     title = {Digital Twin-based Smart Manufacturing: Dynamic Line Reconfiguration for Disturbance Handling},
     author = {Fu, B. and Bi, M. and Umeda, S. and Nakano, T. and Nonaka, Y. and Zhou, Q. and Matsui, T. and Tilbury, D. M and Barton, K.},
     journal = {IEEE Transactions on Automation Science and Engineering},
     year = {2025},
     publisher = {IEEE},
   }

2024

1. IJPR

   

   Dynamic distributed decision-making for resilient resource reallocation in disrupted manufacturing systems

   M. Bi, I. Kovalenko, D. M Tilbury, and K. Barton

   International Journal of Production Research, 2024

   Bib HTML

   @article{bi2024dynamic,
     title = {Dynamic distributed decision-making for resilient resource reallocation in disrupted manufacturing systems},
     author = {Bi, M. and Kovalenko, I. and Tilbury, D. M and Barton, K.},
     journal = {International Journal of Production Research},
     volume = {62},
     number = {5},
     pages = {1737--1757},
     year = {2024},
     publisher = {Taylor \& Francis},
   }

2. IEEE RA-L

   

   Heterogeneous Risk Management Using a Multi-Agent Framework for Supply Chain Disruption Response

   M. Bi, J. Estrada-Garcia, D. M Tilbury, S. Shen, and K. Barton

   IEEE Robotics and Automation Letters, 2024

   Bib HTML

   @article{bi2024heterogeneous,
     title = {Heterogeneous Risk Management Using a Multi-Agent Framework for Supply Chain Disruption Response},
     author = {Bi, M. and Estrada-Garcia, J. and Tilbury, D. M and Shen, S. and Barton, K.},
     journal = {IEEE Robotics and Automation Letters},
     year = {2024},
     publisher = {IEEE},
   }

3. NeurIPS

   

   AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making

   Y. Huang, X. Wang, H. Liu, F. Kong, A. Qin, and 6 more authors

   The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track, 2024

   Bib HTML

   @article{huang2024adasociety,
     title = {AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making},
     author = {Huang, Y. and Wang, X. and Liu, H. and Kong, F. and Qin, A. and Tang, M. and Wang, X. and Zhu, S.C. and Bi, M. and Qi, S. and Feng, X.},
     journal = {The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
     year = {2024},
   }

2023

1. CASE

   

   A multi-objective mixed-integer programming approach for supply chain disruption response with lead-time awareness

   J. Estrada-Garcia, M. Bi, D. M Tilbury, K. Barton, and S. Shen

   In 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE), 2023

   Bib HTML

   @inproceedings{estrada2023multi,
     title = {A multi-objective mixed-integer programming approach for supply chain disruption response with lead-time awareness},
     author = {Estrada-Garcia, J. and Bi, M. and Tilbury, D. M and Barton, K. and Shen, S.},
     booktitle = {2023 IEEE 19th International Conference on Automation Science and Engineering (CASE)},
     pages = {1--6},
     year = {2023},
     organization = {IEEE},
   }

2. Ph.D. Thesis

   

   Distributed decision-making in disrupted industrial environments using a multi-agent framework

   M. Bi

   2023

   Bib HTML

   @phdthesis{bi2023thesis,
     school = {University of Michigan},
     type = {PhD Thesis},
     url = {https://deepblue.lib.umich.edu/handle/2027.42/176885},
     title = {Distributed decision-making in disrupted industrial environments using a multi-agent framework},
     author = {Bi, M.},
     year = {2023},
   }

3. IEEE T-ASE

   

   A distributed approach for agile supply chain decision-making based on network attributes

   M. Bi, D. M Tilbury, S. Shen, and K. Barton

   IEEE Transactions on Automation Science and Engineering, 2023

   Bib HTML

   @article{bi2023distributed,
     title = {A distributed approach for agile supply chain decision-making based on network attributes},
     author = {Bi, M. and Tilbury, D. M and Shen, S. and Barton, K.},
     journal = {IEEE Transactions on Automation Science and Engineering},
     volume = {21},
     number = {3},
     pages = {2223--2236},
     year = {2023},
     publisher = {IEEE},
   }

2022

1. IEEE Access

   

   Towards an Automated Learning Control Architecture for Cyber-Physical Manufacturing Systems

   I. Kovalenko, J. Moyne, M. Bi, E. C. Balta, W. Ma, and 5 more authors

   IEEE Access, 2022

   Bib HTML

   @article{kovalenko2022towards,
     title = {Towards an Automated Learning Control Architecture for Cyber-Physical Manufacturing Systems},
     author = {Kovalenko, I. and Moyne, J. and Bi, M. and Balta, E. C. and Ma, W. and Qamsane, Y. and Zhu, X. and Mao, Z. M. and Tilbury, D. M and Barton, K.},
     journal = {IEEE Access},
     volume = {10},
     pages = {38755--38773},
     year = {2022},
     publisher = {IEEE},
   }

2. CASE

   

   A model-based multi-agent framework to enable an agile response to supply chain disruptions

   M. Bi, G. Chen, D. M Tilbury, S. Shen, and K. Barton

   In 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE), 2022

   Bib HTML

   @inproceedings{bi2022model,
     title = {A model-based multi-agent framework to enable an agile response to supply chain disruptions},
     author = {Bi, M. and Chen, G. and Tilbury, D. M and Shen, S. and Barton, K.},
     booktitle = {2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)},
     pages = {235--241},
     year = {2022},
     organization = {IEEE},
   }

2021

1. MECC

   

   Dynamic Resource Allocation Using Multi-Agent Control for Manufacturing Systems

   M. Bi, I. Kovalenko, D. M Tilbury, and K. Barton

   IFAC-PapersOnLine, 2021

   Bib HTML

   @article{bi2021dynamic,
     title = {Dynamic Resource Allocation Using Multi-Agent Control for Manufacturing Systems},
     author = {Bi, M. and Kovalenko, I. and Tilbury, D. M and Barton, K.},
     journal = {IFAC-PapersOnLine},
     volume = {54},
     number = {20},
     pages = {488--494},
     year = {2021},
     publisher = {Elsevier},
   }

2019

1. IJMS

   

   Underwater dual manipulators-Part I: Hydrodynamics analysis and computation

   M. Bi, G. Tang, X. Xiang, G. Xu, and Q. Zhang

   Indian Journal of Geo-Marine Sciences (IJMS), 2019

   Bib HTML

   @article{bi2019underwater,
     title = {Underwater dual manipulators-Part I: Hydrodynamics analysis and computation},
     author = {Bi, M. and Tang, G. and Xiang, X. and Xu, G. and Zhang, Q.},
     journal = {Indian Journal of Geo-Marine Sciences (IJMS)},
     volume = {48},
     number = {07},
     pages = {1098--1103},
     year = {2019},
     publisher = {NISCAIR-CSIR, India},
   }

2. IJMS

   

   Underwater dual manipulators-Part II: Kinematics analysis and numerical simulation

   X. Xiang, S. Gan, Y. Liu, M. Bi, and Q. Zhang

   Indian Journal of Geo-Marine Sciences (IJMS), 2019

   Bib HTML

   @article{xiang2019underwater,
     title = {Underwater dual manipulators-Part II: Kinematics analysis and numerical simulation},
     author = {Xiang, X. and Gan, S. and Liu, Y. and Bi, M. and Zhang, Q.},
     journal = {Indian Journal of Geo-Marine Sciences (IJMS)},
     volume = {48},
     number = {07},
     pages = {1104--1112},
     year = {2019},
     publisher = {NISCAIR-CSIR, India},
   }