Title :
Inter-field routes scheduling and rescheduling for an autonomous tractor fleet at the farm
Author :
Gutman, Per-Olof ; Ioslovich, Ilya
Author_Institution :
Fac. of Civil & Environ. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
Abstract :
Algorithms for a task controller for autonomous tractors and implements are considered. These algorithms are for the optimal work time allocation and path planning for the inter-field (scattered fields) precision agriculture activities. When the delay or the breakdown of the autonomous tractor & implement happens during its inter-field agricultural mission the necessary corrective actions must be taken immediately to improve the overall work-time allocation and path planning. These actions are called rescheduling and are the elements of a feedback control scheme. The effective though simple heuristic algorithms are described here that solve these problems on-line. The algorithms essentially use results of the previous approximately-optimal scheduling assignments and route descriptions. Wireless interaction between on-tractor task controller (TC) and on-farm information system (FIS) is assumed. A numerical example demonstrates the algorithm.
Keywords :
agricultural machinery; agriculture; optimal control; path planning; autonomous tractor fleet; interfield agricultural mission; interfield routes rescheduling; interfield routes scheduling; on-farm information system; on-tractor task controller; optimal work time allocation; path planning; precision agriculture activities; task controller; wireless interaction; Agricultural machinery; Approximation algorithms; Delays; Electric breakdown; Heuristic algorithms; Path planning; Vehicles;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2013 18th International Conference on
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4673-5506-3
DOI :
10.1109/MMAR.2013.6670017