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Abstract
Insertion tasks, such as cable and electrical connector insertion, are performed primarily by humans on assembly lines. The flexibility of the cables and wires, and the tight-tolerance insertions, with likely visual occlusions, make the automation of these tasks difficult. Force-guided insertion is a robust alternative for performing insertion tasks under occlusion conditions. However, the capabilities of force-guided approaches are compromised when there is no proper alignment of the object with the hole/connector. In this note, we aim to infer orientation and/or position errors in the object alignment using only force and moment measurements, which can be useful for corrections during force-guided insertion. We analyze the interaction forces and moments acting during the insertion of a peg/cable into a tight hole with a diameter approximately equal to the peg. The forces are recorded using a UR5e robot with a Robotiq Hand-E parallel gripper (with a force/torque sensor) grasping a cable/peg rigidly, and a hermetic pass-through with a hole of the same diameter as the cable/peg. Several insertion tests were performed considering rotation and position alignment errors. The experimental results present analogous behaviour of the force in the direction of the insertion, and the other two orthogonal forces, no matter if there is orientation or position error. Then, the moments were considered, and a hint about the rotation error was found. The torque measurements and their principal component analysis (PCA) show a completely different direction when positive and negative rotation errors occur.
| Original language | English |
|---|---|
| Number of pages | 3 |
| Publication status | Published - 2026 |
| MoE publication type | Not Eligible |
| Event | 2026 IEEE International Conference on Robotics & Automation, ICRA 2026 - Vienna, Austria Duration: 1 Jun 2026 → 5 Jun 2026 https://2026.ieee-icra.org/ |
Conference
| Conference | 2026 IEEE International Conference on Robotics & Automation, ICRA 2026 |
|---|---|
| Abbreviated title | ICRA 2026 |
| Country/Territory | Austria |
| City | Vienna |
| Period | 1/06/26 → 5/06/26 |
| Internet address |
Funding
This work has been funded by Business Finland H2 Bridge “Building the foundations for world-class electrolyzer industry in Finland” project.
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 9 Industry, Innovation, and Infrastructure
Keywords
- Force and Tactile Sensing
- Assembly
- Industrial Robots
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Dive into the research topics of 'Interaction Force Experiments for Force-Guided Assembly'. Together they form a unique fingerprint.Projects
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H2-BRIDGE: Building the foundations for world-class electrolyser industry in Finland
Koskinen, J. (Manager), Saukkoriipi, J. (Participant), Hentula, M. (Participant), Soutukorva, S. (Participant), Saarinen, V. (Participant), Huhtinen, W. (Participant), Suomalainen, M. (PI), Helaakoski, H. (Participant), Rosales, A. (Participant), Kumpunen, L. (Participant), Mäkipää, M. (Owner) & Seppälä, T. (Participant)
1/01/25 → 31/08/26
Project: Business Finland project
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