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Bale Collection Path Planning Using an Autonomous Vehicle with Neighborhood Collection Capabilities

  • Saira Latif
  • , Torbjorn Lindback
  • , Magnus Karlberg
  • , Johanna Wallsten

    Publication: Contribution to journalJournal articlepeer-review

    Abstract

    This research was mainly focused on the evaluation of path planning approaches as a prerequisite for the automation of bale collection operations. A comparison between a traditional bale collection path planning approach using traditional vehicles such as tractors, and loaders with an optimized path planning approach using a new autonomous articulated concept vehicle with neighborhood reach capabilities (AVN) was carried out. Furthermore, the effects of carrying capacity on reduction in the working distance of the bale collection operation was also studied. It was concluded that the optimized path planning approach using AVN with increased carrying capacity significantly reduced the working distance for the bale collection operation and can thus improve agricultural sustainability, particularly within forage handling.
    Original languageEnglish
    Article number1977
    Number of pages20
    JournalAgriculture
    Volume12
    Issue number12
    DOIs
    Publication statusPublished - 2022

    Keywords

    • agriculture
    • path planning
    • neighborhood collection
    • autonomous vehicle
    • genetic algorithm
    • global optimization
    • bale collection problem
    • forage handling

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