Robotic Peg-in-Hole Assembly Performance with Hand and Gripper

Performance metrics from the National Institute of Standards and Technology benchmark a robotic system completing a peg-in-hole assembly task. The data compares next-generation robotic hand technology against conventional parallel gripper technologies for manufacturing insertion capabilities.

Use Cases

• Analyze performance metrics to compare robotic hand versus parallel gripper success rates in assembly tasks.
• Benchmark robotic system capabilities for simple insertions using standardized test methods.
• Study the effect of end-effector technology on manufacturing task completion metrics.

Strengths

• Data originates from the National Institute of Standards and Technology, a leading authority on measurement science.
• Focuses on a critical manufacturing benchmark task: the peg-in-hole insertion.

Limitations

• Specific data volume (rows, columns) and sample data structure are unknown.
• The dataset's scope is limited to a single, specific assembly task, not general robotic manipulation.

Provenance

Source

National Institute of Standards and Technology

Collection Method

Designed test to measure robotic system capability for simple insertions.

Freshness

Last updated March 14, 2025.