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Research Articles

Blockchained smart contract pyramid-driven multi-agent autonomous process control for resilient individualised manufacturing towards Industry 5.0

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Pages 4302-4321 | Received 15 Feb 2022, Accepted 06 Jun 2022, Published online: 22 Jun 2022

References

  • Adibia, M. A., M. Zandiehb, and M. Amiric. 2009. “Multi-Objective Scheduling of Dynamic Job Shop using Variable Neighborhood Search.” Expert Systems with Applications 37: 282-287.
  • Angrish, A., B. Craver, M. Hasan, and B. Starly. 2018. “A Case Study for Blockchain in Manufacturing: ‘FabRec’: A Prototype for Peer-to-Peer Network of Manufacturing Nodes.” 46th SME North American Manufacturing Research Conference, NAMRC 46 26: 1180–1192.
  • Chandrasekharan, R., and H. Oliver. 1999. “A Comparative Study of Dispatching Rules in Dynamic Flowshops and Jobshops.” European Journal of Operational Research 116: 156–170.
  • Chu, Y., F. You, J. M. Wassick, and A. Agarwal. 2015. “Integrated Planning and Scheduling Under Production Uncertainties: Bi-level Model Formulation and Hybrid Solution Method.” Computers & Chemical Engineering 72: 255–272.
  • Ding, K., F. T. S. Chan, X. Zhang, G. Zhou, and F. Zhang. 2019. “Defining a Digital Twin-based Cyber-Physical Production System for Autonomous Manufacturing in Smart Shop Floors.” International Journal of Production Research 57: 6315–6334.
  • Dolgui, A., D. Ivanov, S. Potryasaev, B. Sokolov, M. Ivanova, and F. Werner. 2020. “Blockchain-oriented Dynamic Modelling of Smart Contract Design and Execution in the Supply Chain.” International Journal of Production Research 58: 2184–2199.
  • Grace, Y. L., and J. S. James. 1992. “Integrated Shop Floor Control Using Autonomous Agents.” IIE Transactions 24: 57–71.
  • Guo, Y. W., W. D. Li, A. R. Mileham, and G. W. Owen. 2009. “Applications of Particle Swarm Optimisation in Integrated Process Planning and Scheduling.” Robotics and Computer-Integrated Manufacturing 25: 280–288.
  • Haibin, Y., and L. Wei. 2001. “Neural Network and Genetic Algorithm-Based Hybrid Approach to Expanded Job-Shop Scheduling.” Computers & Industrial Engineering 39: 337–356.
  • Haupt, R. 1989. “A Survey of Priority Rule-Based Scheduling.” OR Spektrum 11: 3–16.
  • Karavas, C., G. Kyriakarakos, K. G. Arvanitis, and G. Papadakis. 2015. “A Multi-Agent Decentralized Energy Management System Based on Distributed Intelligence for the Design and Control of Autonomous Polygeneration Microgrids.” Energy Conversion and Management 103: 166–179.
  • Lee, J., M. Azamfar, and J. Singh. 2019. “A Blockchain Enabled Cyber-Physical System Architecture for Industry 4.0 Manufacturing Systems.” Manufacturing Letters 20: 34–39.
  • Leng, J., P. Jiang, K. Xu, Q. Liu, J. L. Zhao, Y. Bian, and R. Shi. 2019. “Makerchain: A Blockchain with Chemical Signature for Self-Organizing Process in Social Manufacturing.” Journal of Cleaner Production 234: 767–778.
  • Leng, J., G. Ruan, P. Jiang, K. Xu, Q. Liu, X. Zhou, and C. Liu. 2020. “Blockchain-Empowered Sustainable Manufacturing and Product Lifecycle Management in Industry 4.0: A Survey.” Renewable and Sustainable Energy Reviews 132: 110112.
  • Leng, J., D. Wang, W. Shen, X. Li, Q. Liu, and X. Chen. 2021. “Digital Twins-Based Smart Manufacturing System Design in Industry 4.0: A Review.” Journal of Manufacturing Systems 60: 119–137.
  • Leng, J., D. Yan, Q. Liu, K. Xu, J. L. Zhao, R. Shi, L. Wei, D. Zhang, and X. Chen. 2020. “ManuChain: Combining Permissioned Blockchain with a Holistic Optimization Model as Bi-Level Intelligence for Smart Manufacturing. ” IEEE Transactions on Systems, Man, and Cybernetics: Systems 50: 182–192.
  • Leng, J., S. Ye, M. Zhou, J. L. Zhao, Q. Liu, W. Guo, W. Cao, and L. Fu. 2021. “Blockchain-Secured Smart Manufacturing in Industry 4.0: A Survey.” IEEE Transactions on Systems, Man, and Cybernetics: Systems 51: 237–252.
  • Leng, J., M. Zhou, Y. Xiao, H. Zhang, Q. Liu, W. Shen, Q. Su, and L. Li. 2021. “Digital Twins-based Remote Semi-Physical Commissioning of Flow-Type Smart Manufacturing Systems.” Journal of Cleaner Production 306: 127278.
  • Leng, J., M. Zhou, L. J. Zhao, Y. Huang, and Y. Bian. 2020. “Blockchain Security: A Survey of Techniques and Research Directions.” IEEE Transactions on Services Computing, 1–1. doi:10.1109/TSC.2020.3038641.
  • Li, Zhi, W. M. Wang, Guo Liu, Layne Liu, Jiadong He, and G. Q. Huang. 2018. “Toward Open Manufacturing.” Industrial Management & Data Systems 118: 303–320.
  • Li, Xinyu, Chaoyong Zhang, Liang Gao, Weidong Li, and Xinyu Shao. 2010. “An Agent-Based Approach for Integrated Process Planning and Scheduling.” Expert Systems with Applications 37: 1256–1264.
  • Lin, C., D. He, X. Huang, K. R. Choo, and A. V. Vasilakos. 2018. “BSeIn: A Blockchain-Based Secure Mutual Authentication with Fine-Grained Access Control System for Industry 4.0.” Journal of Network and Computer Applications 116: 42–52.
  • Liu, Huibin, Wei Chen, Michael Kokkolaras, Panos Y. Papalambros, and Harrison M. Kim. 2006. “Probabilistic Analytical Target Cascading: A Moment MatchingFormulation for Multilevel Optimization Under Uncertainty.” Journal of Mechanical Design 128: 991–1000.
  • Mircea, A. 2012. “Main Aspects Concerning PCB Manufacturing optimization.” Circuit World 38: 75–82.
  • Nahavandi, S. 2019. “Industry 5.0—A Human-Centric Solution.” Sustainability 11: 4371.
  • Oliver, H. 1999. “Scheduling in Job Shops with Machine Breakdowns: An Experimental Study.” Computers & Industrial Engineering 36: 137–162.
  • Pandey, D., M. S. Kulkarni, and P. Vrat. 2011. “A Methodology for Joint Optimization for Maintenance Planning, Process Quality and Production Scheduling.” Computers & Industrial Engineering 61: 1098–1106.
  • Pang, S., S. Guo, L. Wang, Y. Li, X. Li, and Z. Liu. 2021. “Mass Personalization-Oriented Integrated Optimization of Production Task Splitting and Scheduling in a Multi-Stage Flexible Assembly Shop.” Computers & Industrial Engineering 162: 107736.
  • Paz, P., F. Victor, Z. G. Miguel, and M. F. Jose. 2019. “Constructive Heuristics for the Unrelated Parallel Machines Scheduling Problem with Machine Eligibility and Setup Times.” Computers & Industrial Engineering 131: 131–145.
  • Qin, Z., and Y. Lu. 2021. “Self-Organizing Manufacturing Network: A Paradigm Towards Smart Manufacturing in Mass Personalization.” Journal of Manufacturing Systems 60: 35–47.
  • Ramasesh, R. 1990. “Dynamic Job Shop Scheduling: A Survey of Simulation Research.” Pergamon 18: 43–57.
  • Seada, H., and K. Deb. 2018. Non-Dominated Sorting Based Multi/Many-Objective Optimization: Two Decades of Research and Application, Multi-Objective Optimization: Evolutionary to Hybrid Framework. Singapore: Springer. pp. 1–24.
  • Shang, Y. 2020. “Consensus of Hybrid Multi-Agent Systems with Malicious Nodes.” IEEE Transactions on Circuits and Systems II: Express Briefs 67: 685–689.
  • Shao, X., X. Li, L. Gao, and C. Zhang. 2009. “Integration of Process Planning and Scheduling—A Modified Genetic Algorithm-Based Approach.” Computers & Operations Research 36: 2082–2096.
  • Shen, W., L. Wang, and Q. Hao. 2006. “Agent-Based Distributed Manufacturing Process Planning and Scheduling: A State-of-the-Art Survey.” IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 36: 563–577.
  • Smith, R. G. 1980. “The Contract Net Protocol: High-level Communication and Control in a Distributed Problem Solver.” IEEE Transactions on Computers 29: 1104–1113.
  • Srivastava, S., S. Suryanarayanan, P. Ribeiro, D. Cartes, and M. Steurer. 2005. “A Conceptual Power Quality Monitoring Technique Based on Multi-Agent Systems.” 37th North American Power Symposium, Proceedings, pp. 358–363.
  • Toptal, A., and I. Sabuncuoglu. 2010. “Distributed Scheduling: A Review of Concepts and Applications.” International Journal of Production Research 48: 5235–5262.
  • Tosserams, S., L. Etman, P. Y. Papalambros, and J. E. Rooda. 2006. “An Augmented Lagrangian Relaxation for Analytical Target Cascading using the Alternating Direction Method of Multipliers.” Structural and Multidisciplinary Optimization 31: 176–189.
  • Tosserams, S., L. F. P. Etman, and J. E. Rooda. 2008. “Augmented Lagrangian Coordination for Distributed Optimal Design in MDO.” International Journal for Numerical Methods in Engineering 73: 1885–1910.
  • Valizadeh, S., O. F. Valilai, and M. Houshmand. 2020. “Flexible Flow Line Scheduling Considering Machine Eligibility in a Digital Dental Laboratory.” International Journal of Production Research 58: 6513–6531.
  • Wang, S., D. Li, Y. Zhang, and J. Chen. 2019. “Smart Contract-Based Product Traceability System in the Supply Chain Scenario.” IEEE Access 7: 115122–115133.
  • Wang, W., X. Qu, and L. Guo. 2008. “Multi-agent Based Hierarchy Simulation Models of Carrier-Based Aircraft Catapult Launch.” Chinese Journal of Aeronautics 21: 223–231.
  • Wang, X., and H. Su. 2019. “Consensus of Hybrid Multi-Agent Systems by Event-Triggered/Self-Triggered Strategy.”Applied Mathematics and Computation 359: 490–501.
  • Xiang, W., and H. P. Lee. 2008. “Ant Colony Intelligence in Multi-Agent Dynamic Manufacturing Scheduling.” Engineering Applications of Artificial Intelligence 21: 73–85.
  • Xu, X., Y. Lu, B. Vogel-Heuser, and L. Wang. 2021. “Industry 4.0 and Industry 5.0—Inception, Conception and Perception.” Journal of Manufacturing Systems 61: 530–535.
  • Yang, D., W. Ren, X. Liu, and W. Chen. 2016. “Decentralized Event-Triggered Consensus for Linear Multi-Agent Systems Under General Directed Graphs.” Automatica 69: 242–249.
  • Yu, C., L. Zhang, W. Zhao, and S. Zhang. 2020. “A Blockchain-Based Service Composition Architecture in Cloud Manufacturing.” International Journal of Computer Integrated Manufacturing 33: 701–715.
  • Zhou, L., L. Zhang, C. Zhao, Y. Laili, and L. Xu. 2018. “Diverse Task Scheduling for Individualized Requirements in Cloud Manufacturing.” Enterprise Information Systems 12: 300–318.

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