Deng Shihao, Li Yue, Li Shengzhao, Yuan Shen, Zhu Hao, Bai Ju, Xu Jingyi, Peng Lu, Li Tie, Zhang Ting
Nano Science and Technology Institute, University of Science and Technology of China (USTC), Suzhou 215123, China.
i-lab, Nano-X Vacuum Interconnected Workstation, Key Laboratory of Multifunctional Nanomaterials and Smart Systems, Suzhou Institute of Nano-Tech and Nano-Bionics (SINANO), Chinese Academy of Sciences (CAS), Suzhou 215123, China.
Innovation (Camb). 2024 Feb 28;5(3):100596. doi: 10.1016/j.xinn.2024.100596. eCollection 2024 May 6.
The inadequacy of tactile perception systems in humanoid robotic manipulators limits the breadth of available robotic applications. Here, we designed a multifunctional flexible tactile sensor for robotic fingers that provides capabilities similar to those of human skin sensing modalities. This sensor utilizes a novel PI-MXene/SrTiO hybrid aerogel developed as a sensing unit with the additional abilities of electromagnetic transmission and thermal insulation to adapt to certain complex environments. Moreover, polyimide (PI) provides a high-strength skeleton, MXene realizes a pressure-sensing function, and MXene/SrTiO achieves both thermoelectric and infrared radiation response behaviors. Furthermore, via the pressure response mechanism and unsteady-state heat transfer, these aerogel-derived flexible sensors realize multimodal sensing and recognition capabilities with minimal cross-coupling. They can differentiate among 13 types of hardness and four types of material from objects with accuracies of 94% and 85%, respectively, using a decision tree algorithm. In addition, based on the infrared radiation-sensing function, a sensory array was assembled, and different shapes of objects were successfully recognized. These findings demonstrate that this PI-MXene/SrTiO aerogel provides a new concept for expanding the multifunctionality of flexible sensors such that the manipulator can more closely reach the tactile level of the human hand. This advancement reduces the difficulty of integrating humanoid robots and provides a new breadth of application scenarios for their possibility.
仿人机器人操纵器中触觉感知系统的不足限制了机器人可用应用的范围。在此,我们为机器人手指设计了一种多功能柔性触觉传感器,它提供了与人类皮肤传感模式相似的功能。该传感器利用一种新型的PI-MXene/SrTiO复合气凝胶作为传感单元,具有电磁传输和隔热的附加能力,以适应某些复杂环境。此外,聚酰亚胺(PI)提供高强度骨架,MXene实现压力传感功能,MXene/SrTiO兼具热电和红外辐射响应行为。此外,通过压力响应机制和非稳态热传递,这些气凝胶衍生的柔性传感器以最小的交叉耦合实现了多模态传感和识别能力。使用决策树算法,它们能够分别以94%和85%的准确率区分13种硬度类型和4种物体材料类型。此外,基于红外辐射传感功能,组装了一个传感阵列,并成功识别了不同形状的物体。这些发现表明,这种PI-MXene/SrTiO气凝胶为扩展柔性传感器的多功能性提供了一个新概念,使操纵器能够更接近人手的触觉水平。这一进展降低了仿人机器人集成的难度,并为其应用场景提供了新的广度。