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Empty-gripper payload data becomes a lie the moment the part is in the jaws
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Sector · Robotics · 26 Oct 2026 · Brief

Empty-gripper payload data becomes a lie the moment the part is in the jaws

Mass at the flange is only half the story. Center-of-gravity offset and inertia change when the workpiece is picked, placed, or a tool is swapped—and the controller still believes yesterday’s empty EOAT numbers.

The cell ran fine in dry cycle. First production pick: following error, soft stop, or a wrist that feels “heavy” on a long reach. The integrator swears payload was entered. It was—for the bare gripper.

Robot documentation and EOAT practice treat payload as the moving load: tool plus part, with CoG resolved from the flange and inertia about the relevant axes. A light tool with a long offset can violate moment or inertia limits even when the kilogram rating looks comfortable. Tool changers multiply the problem: every docked tool and every load case (empty, part present, dual-grip asymmetries) needs its own mass/CoG/inertia set, updated in the program when the state changes—not left at commissioning defaults.

Payload-inertia pendant logs already dramatize bad tensors. Collision-sensitivity notes own trip thresholds versus mass. This note is narrower: switching CoG (and mass) on pick, place, and tool change.

Robot holding a part after pick with payload fields on the pendant

Weigh and locate adapters, valves, dress contributions, and the heaviest part in the family. Compute composite CoG; check static moment and inertia at the worst pose, not the convenient teach point. In the program, call the payload update when jaws close on a part and again when they open—or when the tool changer docks a new EOAT. Re-run the envelope check after any sensor, jaw, or hose change that moves mass outward.

Measuring CoG offset from robot tool flange to workpiece

If the pendant still shows the empty-tool mass mid-carry, the path planner is solving the wrong physics. Fix the load case before you detune the gains.

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