Knowledge Modelling of E-Maintenance in Industrial Robotics

Abstract:

Nowadays providers of maintenance and support related to industrial robotics are facing major challenges. Equipment producers around the world are urged to make significant efforts in order to provide high value added services in addition to their traditional product development and manufacturing business. A focal problem with maintenance as well as support of industrial robotics is the need to manage the ever-increasing information flow and system complexity of production cells that incorporate equipment from different producers. In this context, a novel ontology-based representation model is developed for the sharing and use of maintenance knowledge in the robotic field.

• Periodical: Advanced Engineering Forum (Volumes 8-9)
• Pages: 603-610
• DOI: https://doi.org/10.4028/www.scientific.net/AEF.8-9.603
• Online since: June 2013
• Authors: Adrian Chioreanu, Stelian Brad, Emilia Brad
• Keywords: e-Maintenance, Industrial Robotics, Knowledge Modeling, Ontology

References

[1] Yang, X., Moore, P., Pu, J-S. and Wong, C-B., 2009, A Practical Methodology for Realizing Product Service Systems for Consumer Products, Computers & Industrial Engineering, 56: 224-235.

DOI: 10.1016/j.cie.2008.05.008

[2] Eti, M.C., Ogaji, S.O.T. and Probert, S.D., 2006, Reducing the cost of preventive maintenance (PM) through adopting a proactive reliability-focused culture, Applied Energy, Vol. 83, pp.1235-48.

DOI: 10.1016/j.apenergy.2006.01.002

[3] T. Gruber. Toward principles for the design of ontologies used for knowledge sharing. International Journal of Human-Computer Studies, 43(5-6): 907–928, (1995).

DOI: 10.1006/ijhc.1995.1081

[4] Dhouib, S., Du Lac, N., Farges, J. L., Gerard, S., Hemaissia-Jeannin, M., Lahera-Perez, J., Millet, S., Patin, B., Stinckwich, S. Control architecture concepts and properties of an ontology devoted to exchanges in mobile robotics. In: 6th National Conference on Control Architectures of Robots, (2011).

[5] Markeset T, Kumar U., 2003, Design and development of product support and maintenance concepts for industrial systems. In: Journal of Quality in Maintenance Engineering 2003; 9 (4), pages 376–92.

DOI: 10.1108/13552510310503231

[6] Chioreanu, A., Brad, S., Ioanes, C., 2012, Vision on Intelligent Management of Industrial Robotics Systems, TransTech Publication, In: Applied Mechanics and Materials, vol. 162, pages: 368-377.

DOI: 10.4028/www.scientific.net/amm.162.368

[7] Candell, O., Karim, R., Soderholm, P., 2009, eMaintenance—Information logistics for maintenance support, In: Robotics and Computer-Integrated Manufacturing 25 (2009), pages: 937–944.

DOI: 10.1016/j.rcim.2009.04.005

[8] Chungoora, N., Cutting-Decelle, A. -F., Young, R.I.M., Gunendran, A.G., Usman, Z., Harding, J.A. and Case, K., 2011. Towards the ontology-based consolidation of production-centric standards. In: 2011 International Journal of Production Research.

DOI: 10.1080/00207543.2011.627885

[9] Durán, O., 2011, Computer-aided maintenance management systems selection based on a fuzzy AHP approach, Advances in Engineering Software archive Volume 42 Issue 10, October, pages 821-829.

DOI: 10.1016/j.advengsoft.2011.05.023

[10] Yoshikawa, H., 1995, Manufacturing and the 21st century - intelligent manufacturing systems and the renaissance of the manufacturing industry, In: Technological Forecasting and Social Change 49 (2), pages: 195–213.

DOI: 10.1016/0040-1625(95)00008-x

[11] Elsevier Editorial, 2006, Special issue on e-maintenance, Computers in Industry 57 2006, pages 473–475.