Precision integration

Camera-guided alignment for instrument integration

Sub-millimetre, vision-guided alignment of a robot arm to fixtures during high-value instrument build.

Year
2024
Engagement
16 weeks
Domain
Precision integration
Footage from Mars 2020 rover arm testing (timelapse) by NASA/JPL-Caltech, Public domain (NASA) (cropped). Representative, not client footage. Courtesy NASA/JPL-Caltech. Not affiliated with or endorsed by NASA, JPL, or Caltech.
  • ±0.1 mm
    alignment repeatability
  • -55%
    alignment time
  • per-unit
    metrology logged

Stack

  • Calibrated stereo cameras
  • Fiducial markers
  • Hand-eye calibration
  • Visual servoing
  • Six-axis arm

The problem

A precision-instrument team aligned components by hand against gauges during integration. It was slow, depended on the individual technician, and left only a written record. They wanted repeatable alignment to tight tolerance with metrology captured automatically per unit.

Approach

  1. 01 Calibrated a stereo pair and the arm together (hand-eye) so vision and motion shared one frame.
  2. 02 Estimated fixture pose from fiducials and known features on each component.
  3. 03 Closed the loop with visual servoing, driving the arm to target tolerance rather than to a taught point.
  4. 04 Recorded the measured pose at each step as the unit's integration metrology.

Outcome

Alignment that had varied with the technician became repeatable to a tight band, and the step took noticeably less time. Every unit now ships with its own alignment record. The calibration discipline, not the servoing, was where the accuracy was won or lost.

All work

More work

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Bring us the hard part

Tell us what the machine needs to see.

Share your environment, sensors, and what “good” looks like. We’ll tell you what is buildable, what is not, and where we would start.

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