brian lynch · 2019. 11. 19. · brian lynch robotics for horticulture: balancing performance and...

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  • Brian Lynch

    Robotics for Horticulture: Balancing Performance

    and Cost

  • Robotics and automation at Vineland

    • AAFC Automation Cluster• Three projects:

    – Robotic mushroom harvesting– Robotic greenhouse cucumber harvesting– Smart irrigation of greenhouse potted plants

    • Approx. $5M budget over five years• Team of 15 engineers, scientists and students

  • Robotics and automation at Vineland

    • Target to reduce labour costs and improve productivity

    • Success measured by impact on the horticulture industry

    • Robotics and automation solutions meeting performance expectations with reasonable return-on-investment

  • Robotics and automation at Vineland

    Market analysis

    Proposal & funding Planning

    Conceptual design

    Preliminarydesign Prototyping Testing

    Commercialization

  • Robotics and automation at Vineland

    • Fabrication and rapid prototyping capabilities

  • Robotics and automation at Vineland

    • Vineland’s advantage: closing the design/testing loop

  • Robotic cucumber harvesting

    Systems

    • Mobile platform– Traverses along rows– Autonomous transferring between rows– Carries sensor and harvesting systems

    • Sensor system– Machine vision (colour, depth, hyperspectral, etc.)– LiDAR– Identification and classification of cucumbers

    • Harvesting system– Robotic arm(s) and gripper(s)– Reach, grip, cut and transfer cucumbers

    • Autonomy– Data analysis, decision-making and task allocation

  • Robotic cucumber harvesting

    Challenges

    • Challenges:– Identifying and classifying cucumber fruit– Reaching, grasping, cutting and transferring fruit– High-level decision-making

  • Robotic cucumber harvesting

    Progress

    • Computer vision

  • Robotic cucumber harvesting

    Progress

    • Robotics

  • Thank you

    Dr. Brian Lynch

    Research Scientist, Robotics & Automation

    [email protected]