Abstract
In this paper a scheduling meta-model is proposed for supporting hybrid collaboration, regarding machine-machine and human-machine scheduling interactions, based on a scheduling ontology. The utilization of the proposed scheduling ontology-based meta-model is illustrated through an example, which is further analysed, and some main features and advantages of each kind of collaborative interaction are discussed.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Varela, M.L.R., Putnik, G.D., Manupati, V.K., Rajyalakshmi, G., Machado, J.: Collaborative manufacturing based on cloud, and on other i4.0 oriented principles and technologies: a systematic literature review and reflections. Manage. Prod. Eng. Rev. 9(3), 90–99 (2018). https://doi.org/10.24425/119538
Varela, M.L.R., Aparício, J.N., Silva, S.C.: A Web-based application for manufacturing scheduling. In: IASTED International Conference on Intelligent Systems and Control, pp. 400–405 (2003)
Reddy, M.S., Ratnam, C., Agrawal, R., Varela, M.L.R., Sharma, I., Manupati, V.K.: Investigation of reconfiguration effect on makespan with social network method for flexible job shop scheduling problem. Comput. Ind. Eng. 110, 231–241 (2017)
Martins, L., Fernandes, N.O., Varela, M.L.R.: Autonomous production control: a literature review. In: International Conference on Innovation, Engineering and Entrepreneurship, pp. 425–431. Springer (2018)
Vieira, G.G., Varela, M.L.R., Putnik, G.D., Machado, J.M., Trojanowska, J.: Integrated platform for real-time control and production and productivity monitoring and analysis. Romanian Rev. Precis. Mech. Opt. Mechatron. 50, 119–127 (2016)
Canadas, N., Machado, J., Soares, F., Barros, C., Varela, L.: Simulation of cyber physical systems behaviour using timed plant models. Mechatronics 54, 175–185 (2018)
Parsaei, H.R., Sullivan, W.G. (eds.): Concurrent Engineering: Contemporary Issues and Modern Design Tools. Springer, Heidelberg (2012)
Ming, X.G., Yan, J.Q., Wang, X.H., Li, S.N., Lu, W.F., Peng, Q.J., Ma, Y.S.: Collaborative process planning and manufacturing in product lifecycle management. Comput. Ind. 59(2–3), 154–166 (2008)
Groover, M.P.: Automation, Production Systems, and Computer-Integrated Manufacturing. Prentice Hall Press, Upper Saddle River (2007)
Kusi-Sarpong, S., Leonilde Varela, M., Putnik, G., Ávila, P., Agyemang, J.: Supplier evaluation and selection: a fuzzy novel multicriteria group decision-making approach. Int. J. Qual. Res. 12(2) (2018)
Arrais-Castro, A., Varela, M.L.R., Putnik, G.D., Ribeiro, R., Dargam, F.C.: Collaborative negotiation platform using a dynamic multi-criteria decision model. Int. J. Decis. Supp. Syst. Technol. (IJDSST) 7(1), 1–14 (2015)
Pereira, I., Madureira, A., de Moura Oliveira, P.B., Abraham, A.: Tuning meta-heuristics using multi-agent learning in a scheduling system. In: Transactions on Computational Science, vol. XXI, pp. 190–210. Springer (2013)
Barattini, P., Morand, C., Robertson, N.M.: A proposed gesture set for the control of industrial collaborative robots. In: 2012 IEEE RO-MAN, pp. 132–137. IEEE, September 2012
Thoben, K.D., Wiesner, S., Wuest, T.: Industrie 4.0 and smart manufacturing–a review of research issues and application examples. Int. J. Autom. Technol 11(1) (2017)
Russakovsky, O., Li, L.J., Fei-Fei, L.: Best of both worlds: human-machine collaboration for object annotation. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2121–2131 (2015)
Varela, M.L.R., do Carmo Silva, S.: An ontology for a model of manufacturing scheduling problems to be solved on the web. In: Innovation in Manufacturing Networks, pp. 197–204. Springer, Boston (2008)
Acknowledgement
This project is funded by COMPETE: POCI-01-0145-FEDER-007043 and FCT – Fundação para a Ciência e Tecnologia within the project scope: UID/CEC/00319/2013.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Varela, L. et al. (2020). Ontology-Based Meta-model for Hybrid Collaborative Scheduling. In: Madureira, A., Abraham, A., Gandhi, N., Varela, M. (eds) Hybrid Intelligent Systems. HIS 2018. Advances in Intelligent Systems and Computing, vol 923. Springer, Cham. https://doi.org/10.1007/978-3-030-14347-3_40
Download citation
DOI: https://doi.org/10.1007/978-3-030-14347-3_40
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-14346-6
Online ISBN: 978-3-030-14347-3
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)