281
Views
0
CrossRef citations to date
0
Altmetric
Articles

A smart reporting framework as an application of multi-agent system in machining industry

, , ORCID Icon, ORCID Icon &
Pages 470-486 | Received 18 Sep 2019, Accepted 01 Mar 2021, Published online: 29 Mar 2021

References

  • Akyildiz, I. F., S. Weilian, Y. Sankarasubramaniam, and E. Cayirci. 2002. “Wireless Sensor Networks: A Survey.” Computer Networks 38 (4): 393–422. doi:10.1016/S1389-1286(01)00302-4.
  • Alaya, N., B. Dafflon, N. Moalla, and Y. Ouzrout. 2017. “A CPS-Agent Self-adaptive Quality Control Platform for Industry 4.0.” In CIST 2017 Proceedings, Vol. 1, 114–119. Kopaonik, Serbia.
  • Bellifemine, F., A. Poggi, and G. Rimassa. 1999. “JADE–A FIPA-compliant Agent Framework.” In Proceedings of PAAM, Vol. 99, 33. London.
  • Bellifemine, F. L., G. Caire, and D. Greenwood. 2007. Developing Multi- Agent Systems with JADE. Vol. 7. England: John Wiley & Sons.
  • Brettel, M., N. Friederichsen, M. Keller, and M. Rosenberg. 2014. “How Virtualization, Decentralization and Network Building Change the Manufacturing Landscape: An Industry 4.0 Perspective.” International Journal of Mechanical, Industrial Science and Engineering 8 (1): 37–44.
  • Bussmann, S., N. R. Jennings, and M. Wooldridge. 2004. Multiagent Systems for Manufacturing Control: A Design Methodology. Berlin, Germany: Springer-Verlag.
  • Caridi, M., and S. Cavalieri. 2004. “Multi-agent Systems in Production Planning and Control: An Overview.” Production Planning & Control 15 (2): 106–118. doi:10.1080/09537280410001662556.
  • Chen, M., S. Mao, and Y. Liu. 2014. “Big Data: A Survey.” Mobile Networks and Applications 19 (2): 171–209. doi:10.1007/s11036-013-0489-0.
  • Colombo, A. W., R. Schoop, and R. Neubert. 2006. “An Agent-based Intelligent Control Platform for Industrial Holonic Manufacturing Systems.” IEEE Transactions on Industrial Electronics 53 (1): 322–337. doi:10.1109/TIE.2005.862210.
  • De Castelbajac, C., M. Ritou, S. Laporte, and B. Furet. 2014. “Monitoring of Distributed Defects on HSM Spindle Bearings.” Applied Acoustics 77: 159–168. doi:10.1016/j.apacoust.2013.07.008.
  • Denkena, B., J. Schmidt, and K. Max 2014. “Data Mining Approach for Knowledge-based Process Planning.” Procedia Technology 15: 406 – 415. 2nd International Conference on System-Integrated Intelligence: Challenges for Product and Production Engineering. Bremen, Germany.
  • DuBois, P. 2008. MySQL. London, UK: Pearson Education.
  • Feng, S. C., K. A. Stouffer, and K. K. Jurrens. 2005. “Manufacturing Planning and Predictive Process Model Integration Using Software Agents.” Advanced Engineering Informatics 19 (2): 135–142. doi:10.1016/j.aei.2005.05.010.
  • Ferber, J. 1999. Multi-agent Systems: An Introduction to Distributed Artificial Intelligence. Vol. 1. London: Addison-Wesley Reading.
  • Fipa-ACL. 2002. “Fipa ACL Message Structure Specification.” Foundation for Intelligent Physical Agents. (30 June 2004). http://www.fipa.org/specs/fipa00061/SC00061G.html
  • Fox, M. S., M. Barbuceanu, and R. Teigen. 2000. “Agent-oriented Supply-chain Management.” International Journal of Flexible Manufacturing Systems 12 (2–3): 165–188. doi:10.1023/A:1008195614074.
  • Gilchrist, A. 2016. Industry 4.0: The Industrial Internet of Things. New York: Apress.
  • Godreau, V., M. Ritou, E. Chové, B. Furet, and D. Dumur. 2019. “Continuous Improvement of HSM Process by Data Mining.” Journal of Intelligent Manufacturing 30 (7): 2781–2788. doi:10.1007/s10845-018-1426-7.
  • Gungor, V. C., and G. P. Hancke. 2009. “Industrial Wireless Sensor Networks: Challenges, Design Principles, and Technical Approaches.” IEEE Transactions on Industrial Electronics 56 (10): 4258–4265. doi:10.1109/TIE.2009.2015754.
  • Harding, J. A., M. Shahbaz, A. Kusiak et al. . 2006. “Data Mining in Manufacturing: A Review.” Journal of Manufacturing Science and Engineering 128 (4): 969–976. DOI:10.1115/1.2194554.
  • Henning, K. 2013. “Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0.”
  • Herterich, M. M., F. Uebernickel, and W. Brenner. 2015. “The Impact of Cyber- Physical Systems on Industrial Services in Manufacturing.” Procedia Cirp 30: 323–328. doi:10.1016/j.procir.2015.02.110.
  • Jazdi, N. 2014. “Cyber Physical Systems in the Context of Industry 4.0.” In 2014 IEEE international conference on automation, quality and testing, robotics, 1–4. IEEE. Cluj-Napoca, Romania.
  • Jennings, N. R., and M. Wooldridge. 1998. “Applications of Intelligent Agents.” In Agent technology, 3–28. Springer. Berlin, Germany.
  • Jun, C., J. Y. Lee, and B. H. Kim. 2019. “Cloud-based Big Data Analytics Platform Using Algorithm Templates for the Manufacturing Industry.” International Journal of Computer Integrated Manufacturing 32 (8): 723–738. doi:10.1080/0951192X.2019.1610578.
  • Kishore, R., H. Zhang, and R. Ramesh. 2006. “Enterprise Integration Using the Agent Paradigm: Foundations of Multi-agent-based Integrative Business Information Systems.” Decision Support Systems 42 (1): 48–78. doi:10.1016/j.dss.2004.09.011.
  • Kumari, S., A. Singh, N. Mishra, and J. A. Garza-Reyes. 2015. “A Multi-Agent Architecture for Outsourcing SMEs Manufacturing Supply Chain.” Robot. Comput.-Integr. Manuf 36 (C): 36–44. doi:10.1016/j.rcim.2014.12.009.
  • Lamikiz, A., L. N. López, De Lacalle, J. A. Sánchez, and M. A. Salgado. 2005. “Cutting Force Integration at the CAM Stage in the High-speed Milling of Complex Surfaces.” International Journal of Computer Integrated Manufacturing 18 (7): 586–600. doi:10.1080/09511920500069309.
  • Lasi, H., P. Fettke, H.-G. Kemper, T. Feld, and M. Hoffmann. 2014. “Industry 4.0.” Business & Information Systems Engineering 6 (4): 239–242. doi:10.1007/s12599-014-0334-4.
  • Lee, E. A. 2008. “Cyber Physical Systems: Design Challenges.” In 2008 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC), 363–369. IEEE. Orlando, FL, USA.
  • Lee, J., B. Bagheri, and H.-A. Kao. 2015. “A Cyber-physical Systems Architecture for Industry 4.0-based Manufacturing Systems.” Manufacturing Letters 3: 18–23. doi:10.1016/j.mfglet.2014.12.001.
  • Lee, J., E. Lapira, B. Bagheri, and H. An Kao. 2013. “Recent Advances and Trends in Predictive Manufacturing Systems in Big Data Environment.” Manufacturing Letters 1 (1): 38–41. doi:10.1016/j.mfglet.2013.09.005.
  • Lee, J., H.-A. Kao, and S. Yang. 2014a. “Service Innovation and Smart Analytics for Industry 4.0 And Big Data Environment.” Procedia Cirp 16: 3–8.
  • Lee, J., H.-A. Kao, and S. Yang. 2014b. “Service Innovation and Smart Analytics for Industry 4.0 And Big Data Environment.” Procedia Cirp 16: 3–8. doi:10.1016/j.procir.2014.02.001.
  • Leitão, P. 2009. “Agent-based Distributed Manufacturing Control: A State-of-the-art Survey.” Engineering Applications of Artificial Intelligence 22 (7): 979–991. doi:10.1016/j.engappai.2008.09.005
  • Liu, Y., L. Wang, X. V. Wang, X. Xun, and P. Jiang. 2019. “Cloud Manufacturing: Key Issues and Future Perspectives.” International Journal of Computer Integrated Manufacturing 32 (9): 858–874. doi:10.1080/0951192X.2019.1639217.
  • Lu, Y., C. Liu, K. I.-K. Wang, H. Huang, and X. Xu. 2020. “Digital Twin- Driven Smart Manufacturing: Connotation, Reference Model, Applications and Research Issues.” Robotics and Computer-Integrated Manufacturing 61: 101837.
  • Luck, M., P. McBurney, and C. Preist. 2003. Agent Technology: Enabling Next Generation Computing (A Roadmap for Agent Based Computing). Southampton, U.K.: AgentLink.
  • Maimon, O., and L. Rokach. 2005. Data Mining and Knowledge Discovery Handbook. Boston, MA: Springer.
  • Maleki, E., F. Belkadi, M. Ritou, and A. Bernard. 2017. “A Tailored Ontology Supporting Sensor Implementation for the Maintenance of Industrial Machines.” Sensors 17 (9): 2063. doi:10.3390/s17092063.
  • MATLAB. 2010. Version 9.5.0 (R2018b). Natick, Massachusetts: MathWorks .
  • Mezgebe, T. T., H. B. E. Haouzi, G. Demesure, R. Pannequin, and A. Thomas. 2020. “Multi-agent Systems Negotiation to Deal with Dynamic Scheduling in Disturbed Industrial Context.” Journal of Intelligent Manufacturing 31: 1367–1382.
  • Monostori, L., B. Kádár, T. Bauernhansl, S. Kondoh, S. Kumara, G. Reinhart, O. Sauer, G. Schuh, W. Sihn, and K. Ueda. 2016. “Cyber-physical Systems in Manufacturing.” Cirp Annals 65 (2): 621–641. doi:10.1016/j.cirp.2016.06.005.
  • Monostori, L., J. Váncza, and S. R. T. Kumara. 2006. “Agent-based Systems for Manufacturing.” CIRP Annals 55 (2): 697–720. doi:10.1016/j.cirp.2006.10.004.
  • Qiu, J., W. Qihui, G. Ding, X. Yuhua, and S. Feng. 2016. “A Survey of Machine Learning for Big Data Processing.” EURASIP Journal on Advances in Signal Processing 2016 (1): 67. doi:10.1186/s13634-016-0355-x.
  • Rabréau, C., D. NoelDavid, S. Le Loch, M. Ritou, and B. Furet. 2017. “Phenomenological Model of Preloaded Spindle Behavior at High Speed.” The International Journal of Advanced Manufacturing Technology 90 (9–12): 1433–3015. doi:10.1007/s00170-016-9702-1.
  • Rajkumar, R., I. Lee, L. Sha, and J. Stankovic. 2010. “Cyber-physical Systems: The Next Computing Revolution.” In Design Automation Conference, 731–736. IEEE. Anaheim, CA, USA.
  • Ritou, M., C. Rabréau, S. Le Loch, B. Furet, and D. Dumur. 2018. “Influence of Spindle Condition on the Dynamic Behavior.” CIRP Annals - Manufacturing Technology 67 (1): 419–422. doi:10.1016/j.cirp.2018.03.007.
  • Ritou, M., F. Belkadi, Z. Yahouni, C. Da Cunha, F. Laroche, and B. Furet. 2019. “Knowledge-based Multi-level Aggregation for Decision Aid in the Machining Industry.” CIRP Annals 68 (1): 475–478. doi:10.1016/j.cirp.2019.03.009.
  • Rossit, D. A., F. Tohmé, and M. Frutos. 2019. “Production Planning and Scheduling in Cyber-Physical Production Systems: A Review.” International Journal of Computer Integrated Manufacturing 32 (4–5): 385–395. doi:10.1080/0951192X.2019.1605199
  • Sangiovanni-Vincentelli, A., and G. Martin. 2001. “Platformbased Design and Software Design Methodology for Embedded Systems.” IEEE Design & Test of Computers 18 (6): 23–33. doi:10.1109/54.970421
  • Schadt, E. E., M. D. Linderman, J. Sorenson, L. Lee, and G. P. Nolan. 2010. “Computational Solutions to Large-scale Data Management and Analysis.” Nature Reviews Genetics 11 (9): 647. doi:10.1038/nrg2857
  • Shen, W. 2002. “Distributed Manufacturing Scheduling Using Intelligent Agents.” IEEE Intelligent Systems 17 (1): 88–94. doi:10.1109/5254.988492.
  • 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 (4): 563–577. doi:10.1109/TSMCC.2006.874022.
  • Singh, S., S. Ghosh, J. Jayaram, and M. K. Tiwari. 2019. “Enhancing Supply Chain Resilience Using Ontology-based Decision Support System.” International Journal of Computer Integrated Manufacturing 32 (7): 642–657. doi:10.1080/0951192X.2019.1599443.
  • Soon, G. K., C. K. On, P. Anthony, and A. R. Hamdan. 2019. “A Review on Agent Communication Language.” In Computational Science and Technology, 481: 481–491. Springer Singapore.
  • Soto, J. A., C. F. Tavakolizadeh, and D. Gyulai. 2019. “An Online Machine Learning Framework for Early Detection of Product Failures in an Industry 4.0 Context.” International Journal of Computer Integrated Manufacturing 32 (4–5): 452–465. doi:10.1080/0951192X.2019.1571238.
  • Tao, F., L. Zhang, V. C. Venkatesh, Y. Luo, and Y. Cheng. 2011. “Cloud Manufacturing: A Computing and Service-oriented Manufacturing Model.” Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 225 (10): 1969–1976. doi:10.1177/0954405411405575.
  • Vahid, F., and T. Givargis. 2001. Embedded System Design: A Unified Hardware/software Introduction. Inc: John Wiley & Sons.
  • Waller, M. A., and S. E. Fawcett. 2013. “Data Science, Predictive Analytics, and Big Data: A Revolution that Will Transform Supply Chain Design and Management.” Journal of Business Logistics 34 (2): 77–84. doi:10.1111/jbl.12010.
  • Wang, L. 2013. “Machine Availability Monitoring and Machining Process Planning Towards Cloud Manufacturing.” CIRP Journal of Manufacturing Science and Technology 6 (4): 263–273. doi:10.1016/j.cirpj.2013.07.001.
  • Wang, L., M. Törngren, and M. Onori. 2015. “Current Status and Advancement of Cyber-physical Systems in Manufacturing.” Journal of Manufacturing Systems 37: 517–527. doi:10.1016/j.jmsy.2015.04.008.
  • Wang, S., J. Wan, D. Li, and C. Zhang. 2016. “Implementing Smart Factory of Industrie 4.0: An Outlook.” International Journal of Distributed Sensor Networks 12 (1): 3159805. doi:10.1155/2016/3159805.
  • Wang, Z., M. Ritou, C. Da Cunha, and B. Furet. 2020. “Contextual Classification for Smart Machining Based on Unsupervised Machine Learning by Gaussian Mixture Model.” International Journal of Computer Integrated Manufacturing 33 (10–11): 1042–1054.
  • Wollschlaeger, M., T. Sauter, and J. Jasperneite. 2017. “The Future of Industrial Communication: Automation Networks in the Era of the Internet of Things and Industry 4.0.” IEEE Industrial Electronics Magazine 11 (1): 17–27. doi:10.1109/MIE.2017.2649104.
  • Wooldridge, M., and N. R. Jennings. 1994. “Agent Theories, Architectures, and Languages: A Survey.” In International Workshop on Agent Theories, Architectures, and Languages, 1–39. Springer. Amsterdam, The Netherlands.
  • Xie, J., and C.-C. Liu. 2017. “Multi-agent Systems and Their Applications.” Journal of International Council on Electrical Engineering 7 (1): 188–197. doi:10.1080/22348972.2017.1348890.
  • Zattar, I. C., J. C. E. Ferreira, J. G. G. G. Rodrigues, and C. H. B. De Sousa. 2010. “A Multi-agent System for the Integration of Process Planning and Scheduling Using Operation-based Time-extended Negotiation Protocols.” International Journal of Computer Integrated Manufacturing 23 (5): 441–452. doi:10.1080/09511921003665775.
  • Zikopoulos, P., C. Eaton, et al. . 2011. Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data. New York, US: McGraw-Hill Osborne Media.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.