Asset Management System through the design of a Jadex Agent System

Javier CARBÓ, José M. MOLINA, Miguel A. PATRICIO

Abstract


In this paper we have designed an agent system using JADEX platform in order to facilitate the asset management of an institution with several types of assets with some unknown similarities, and a high number of operators. Such environment would justify the use of a recommendation system that would provide an useful plan to be applied over an asset generated from previous maintenance operations hold over other assets. Here we provide the full design of such agent system, including the ontology, beliefs, plans, protocols and goals. This design has been implemented within GAIA: an information & asset management solution developed by Altran.

Keywords


Asset Management Systems; Multiagent Systems; Recommendation Systems

Full Text:

PDF

References


Bellifemine FL, Caire G, Greenwood D (2007) Developing Multi-Agent Systems with JADE (Wiley Series in Agent Technology). Wiley. https://doi.org/10.1002/9780470058411

Braubach L., Pokahr A., Lamersdorf W. (2004) Jadex: A short overview, in Main Conference Net.ObjectDays 2004.

Dennett, D. (1987), The Intentional Stance, MIT Press, Cambridge, Mass.

Ephrati, E., Rosenschein, J. S. (1993), Multi-Agent Planning as a Dynamic Search for Social Consensus., in Ruzena Bajcsy, ed., 'IJCAI', Morgan Kaufmann, pp. 423-431.

Georgeff, M. P. (1983), Communication and Interaction in Multi-Agent Planning., in Michael R. Genesereth, ed., 'AAAI', AAAI Press, pp. 125-129.

Josang A, Ismail R, Boy C (2006), A survey of trust and reputation systems for online service provision. Decision Support Systems pp 618– 644.

Nwana H. S. (1996), Software agents: An overview. Knowledge Engineering Review 11, pp 205-244. https://doi.org/10.1017/S026988890000789X

Poslad S., Charlton P. (2001), Standardizing agent interoperability: the FIPA approach. Lecture Notes in Computer Science 2086 Springer

Rao, A. S., Georgeff, M. (1995), BDI Agents: from theory to practice, in 'First International Conference on Multi-Agent Systems (ICMAS-95)', pp. 312-319.

Schneider, J., Gaul, A. J., Neumann, C., Hogräfer, J., Wellßow, W., Schwan, M., Schnettler, A. (2006). Asset management techniques. International Journal of Electrical Power & Energy Systems, 28(9), 643-654. https://doi.org/10.1016/j.ijepes.2006.03.007

Sabater-Mir, J., Sierra C. (2005), Review on Computational Trust and Reputation Models. Artificial Intelligence Review 24, pp 33-60. https://doi.org/10.1007/s10462-004-0041-5

Zhang, X., Arayici, Y., Wu, S., Abbott, C., Aouad, G. (2009). Integrating BIM and GIS for large-scale facilities asset management: a critical review.




DOI: http://dx.doi.org/10.14201/ADCAIJ201652114





Creative Commons License
This work is licensed under a Creative Commons Attribution 3.0 License.

Clarivate Analytics