Multi-agent coordination and control system for multi-vehicle agricultural operations

  • Authors:
  • Osman Ali;Bart Saint Germain;Jan Van Belle;Paul Valckenaers;Hendrik Van Brussel;Johan Van Noten

  • Affiliations:
  • Katholieke Universiteit Leuven, Belgium and Flanders Mechatronics Technology Centre, Leuven, Belgium;Katholieke Universiteit Leuven, Belgium;Katholieke Universiteit Leuven, Belgium;Katholieke Universiteit Leuven, Belgium;Katholieke Universiteit Leuven, Belgium;Flanders Mechatronics Technology Centre, Leuven, Belgium

  • Venue:
  • Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1
  • Year:
  • 2010

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Abstract

A multi-agent coordination and control system is deployed for controlling multiple interacting agricultural vehicles involved in the crop harvesting process. Crops are gathered by combine harvesters. The harvested product is transferred to one or more tractors every time the combine harvester's storage capacity is reached (figure 1). Good cooperation between the combine harvesters and the tractors is important for successfully completing the harvesting process. The multi-agent system allows concurrent planning and execution of the process, aiming to increase efficiency of the vehicles and improve cooperation between them. The planning is performed by short-term operational forecasting. The system provides detailed instructions and guidance to the operators of the individual vehicles (combine harvesters and tractors) by means of a graphical user interface. The state updates from the agricultural vehicles are considered by the multi-agent system, which dynamically updates the control instructions. In this way the control instructions for the agriculture vehicles remain valid and effective throughout the process.