# Fracture-based grasping: dynamic impact enables predictable robotic anchoring to freshwater ice

**Authors:** Andrew Galassi, Ashitey Trebi-Ollennu, Panayiotis Papadopoulos, Hannah S. Stuart

PMC · DOI: 10.1038/s44182-026-00085-0 · Npj Robotics · 2026-03-27

## TL;DR

This paper introduces a new robotic anchoring method for ice that uses dynamic impacts to create grips, requiring less force and energy than existing methods.

## Contribution

A novel low-force and low-energy anchoring mechanism for ice, inspired by mountaineering techniques, is introduced and validated.

## Key findings

- The dual-ax gripper system achieves anchoring with 8.3 Newtons of force and 8 Joules of energy on freshwater ice.
- Indentations created by dynamic impacts enable successful anchoring and weight retention on glacier slopes.
- The method aligns with theoretical predictions and is applicable to surfaces like wood, rock, and soil.

## Abstract

Gripping to smooth and wavy substrates, such as naturally occurring ice, presents a challenge for climbing robots in the field. Existing ice anchoring solutions require either substantial initial surface compression force (drilling; at least 50 Newtons) or require large energy expenditure (thermal picks; almost 1000 Joules). We present an anchoring mechanism capable of attaching to ice with lower initial surface compression force and lower energy consumption compared to drill-based or melt-based methods. The system leverages surface fracture caused by dynamic impacts with axes – inspired by mountaineers – to create indentations for grasping. A model describes the indentation depth, recoil energy, and surface compression force required for anchoring success, each as a function of impact energy. An integrated dual-ax gripper system successfully generates usable indents with as low as 8.3 Newtons of initial surface compression force and 8 Joules of combined mechanical potential energy on -14∘ C freshwater ice – a result consistent with first-principle model predictions. The gripper then successfully holds its own weight on steep glacier slopes in the field. These results indicate fracture-based grasping approaches are promising for climbing systems on ice. This concept can also apply to other surfaces such as wood, rock, and packed soil.

## Full-text entities

- **Diseases:** Fracture (MESH:D050723)
- **Chemicals:** ice (MESH:D007053), freshwater ice (-)

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13031120/full.md

## References

18 references — full list in the complete paper: https://tomesphere.com/paper/PMC13031120/full.md

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Source: https://tomesphere.com/paper/PMC13031120