Robot Gripper Positioning Using Imaging Data for Dense Sample Racks

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Solution Overview

Problem

Existing gripper systems in automated testing and processing systems face challenges in accurately positioning specimen containers due to varying sizes and orientations, leading to jams, collisions, and jarring, which can cause damage and downtime.

Innovation Solution

A method and apparatus that dynamically adjust the gripper finger opening distance, X and Y positioning, and rotational orientation based on imaging data of the sample rack to minimize interference with surrounding containers.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Device complexity

If the gripper uses fixed opening distance and positioning for all specimen containers, then the device complexity is reduced, but the manufacturing precision and reliability deteriorate due to varying container sizes and orientations causing jams and collisions

Engineering Contradiction:
Improvegripper control systemVSAvoidgripper positioning accuracy
Core Design Contradiction:
Device complexityVSManufacturing precision

Solution Approach 1:

The gripper system dynamically adjusts its opening distance and positioning based on real-time imaging data of each specimen container. The controller modifies gripper parameters (opening distance, X-Y positioning, rotational orientation) according to the specific dimensions and orientation detected for each container, transforming a static system into an adaptive dynamic one that maintains high precision without excessive complexity

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system changes physical parameters of the gripper operation based on detected container characteristics. Imaging data reveals container size and orientation, which directly determines the gripper's opening distance, position, and rotation angle. This parameter adaptation allows the same gripper mechanism to handle varying container specifications with high precision

Inventive Principle:
Principle #35Parameter changes

2Ease of operation

If the gripper is positioned at the theoretical center location for all receptacles, then the ease of operation is improved, but the reliability worsens due to interference with surrounding containers in tightly spaced racks

Engineering Contradiction:
Improvegripper operation procedureVSAvoidoperational reliability
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

Instead of applying a universal center-positioning rule to all receptacles, the system determines the optimal gripper position and opening distance for each specific receptacle location based on its local environment. The imaging system identifies which receptacles are occupied and calculates clearance distances to surrounding containers, allowing the gripper to be positioned and opened to appropriate distances for each local context, ensuring reliable operation in tightly spaced racks

Inventive Principle:
Principle #3Local quality

3Ease of operation

If the gripper opening distance is maximized for all operations, then the ease of operation is improved, but the reliability deteriorates due to increased likelihood of jams and collisions with surrounding containers

Engineering Contradiction:
Improvegripper operationVSAvoidoperational reliability
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

The gripper opening distance is dynamically adjusted based on the detected configuration of surrounding containers. For receptacles with ample clearance, the gripper opens to a larger distance for ease of operation. For receptacles surrounded by other containers, the system calculates the maximum safe opening distance that avoids interference, thus maintaining reliability while still enabling effective grasping

Inventive Principle:
Principle #35Parameter changes

Data Source

PatentEP3484669B1Methods and apparatus for dynamic position adjustments of a robot gripper based on sample rack imaging data
Publication Date: 2025.10.29 SIEMENS HEALTHCARE DIAGNOSTICS INC
  • EP3484669B1 patent drawingFigure 1
  • EP3484669B1 patent drawingFigure 2A
  • EP3484669B1 patent drawingFigure 2B

AI summary

Methods of positioning a gripper to pick or place a specimen container from a sample rack. One method includes providing a robot including the gripper, the gripper moveable in a coordinate system by the robot and including gripper fingers, providing a sample rack including receptacles containing specimen containers, providing data, obtained by imaging, regarding the specimen containers in the sample rack, and dynamically orienting the gripper based upon the data. The data may include population and/or configuration data and the dynamic orientation may include gripper finger opening distance, gripper finger rotational position, and/or gripper offset distance. Gripper positioning apparatus for carrying out the method are disclosed, as are other aspects.