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Direct-Ink-Writing Multifunctional Flexible Robotic Electronic Skin.
Qiang He1, Mon Myat Swe1, Hailu Wang1
1School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore.
ACS Applied Materials & Interfaces
|December 17, 2025
Summary
Researchers developed a customizable robotic electronic skin (e-skin) using direct-ink writing. This scalable multimodal sensor platform detects pressure, temperature, and shear forces, enhancing robotic capabilities.
Area of Science:
- Robotics
- Materials Science
- Sensor Technology
Background:
- Robotic electronic skin (e-skin) faces challenges in scalability, cost, and design flexibility.
- Existing e-skins struggle to support multimodal sensing and customization.
Purpose of the Study:
- To develop a scalable and customizable robotic e-skin using direct-ink writing technology.
- To enable multimodal sensing (pressure, temperature, shear force) with facile sensor design modifications.
Main Methods:
- Fabrication of e-skin using direct-ink writing technology.
- Development of pyramid-structured tactile sensors for pressure detection.
- Creation of a 4x9 flexible sensor array for pressure mapping.
- Integration with a robotic gripper and K-nearest neighbor classifier for object recognition.
- Modification of sensing layers for temperature and shear force detection.
Main Results:
- The tactile sensor achieved high sensitivity (670 kPa⁻¹) and long-term stability (>3500 cycles) with minimal signal drift (<3%).
- A 4x9 sensor array enabled real-time pressure mapping on various surfaces.
- Object recognition accuracy reached 97.7% when integrated with a robotic gripper.
- The e-skin demonstrated dual-mode sensing capabilities for temperature and shear force.
Conclusions:
- Direct-ink writing offers a scalable and customizable approach for fabricating multimodal robotic e-skin.
- The developed e-skin platform exhibits high performance and versatility for robotics, prosthetics, and human-machine interfaces.

