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E3TAM

Robotic nesting of forgings by pose and orientation

Solution concept

Forgings arrive on a pallet at different orientations. Visible surface and orientation are derived from laser profiles; the robot rotates its wrist during pickup, placing accepted parts into oriented fixtures and uncertain examples into a separate nest.

Artificial intelligence3D poseoriented nestingrobot rotation
Information delivered

The 3D grip pose, orientation class and fixture address are sent to the robot. Accepted matches enter the correctly oriented nest; low-score matches remain separate from automatic assembly.

Robotic nesting of forgings by pose and orientationILLUSTRATIVE SIMULATION
Robotic nesting of forgings by pose and orientation
  1. 01 Infeed
  2. 02 Trigger and acquire
  3. 03 Analyse
  4. 04 Class and position
  5. 05 Controlled sorting
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The pallet-mounted part enters the scanning position.

Accepted class
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Decision score
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Target output
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Scenes are illustrative simulations; they are not customer references or performance guarantees.

Need

Similar silhouettes of forgings can represent opposite orientations. Partial occlusion and surface variation affect grip pose; a 2D centre point alone is insufficient for correctly oriented nesting.

Solution approach

A laser profiler scans across the surface and ordered profiles build a point cloud. Geometric matching and visual class validate the grip pose. Robot position is transferred to calibrated coordinates; the part is rotated to the target orientation before placement.

Process steps

  1. 01

    Infeed

    The pallet-mounted part enters the scanning position.

  2. 02

    Trigger and acquire

    Laser profiles are acquired across the part.

  3. 03

    Analyse

    The point cloud and orientation features are matched.

  4. 04

    Class and position

    Grip pose and target fixture orientation are assigned.

  5. 05

    Controlled sorting

    The robot lifts, rotates and lowers the part into its nest.

Vision system design

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