ArXiv

Introduces a sensorless method that uses water-filled flexible tubes to…

Authors
Yuki Nakamura, Shuto Yoshimura, Tomoyuki Noda...
Categories
cs.RO
arXiv
https://arxiv.org/abs/2607.17054v1
PDF
https://arxiv.org/pdf/2607.17054v1

Brief

SHAPE proposes using water-filled thin, long flexible tubes to carry both hydraulic power and actuator-side information by modeling volumetric losses and small trapped air from measured pressure fluctuations, enabling feedback control of a sensorless actuator through tubes up to 50 m. Experiments demonstrate stable position control under varying loads and a field identification routine to adapt to tube/air variability. Summary based on the abstract; full text not reviewed.

Why it matters

Introduces a sensorless method that uses water-filled flexible tubes to simultaneously transmit actuation power and actuator-side position information by modeling volumetric loss from pressure fluctuations and minor air entrapment; validated over tube lengths up to 50 m.

Key details

  • Experimental results (paper: 11 pages, 11 figures, 7 tables) show stable closed-loop position control of a sensorless water-hydraulic cylinder under varying loads, and a field parameter-identification method compensates for tube and entrained-air variability without actuator-side sensors.
Source evidence

Abstract

Robot sensors and electronic equipment are prone to failure in harsh environments. With water hydraulic drive, thin and long tubes enable remote operation without actuator-side sensors. Furthermore, the elasticity of the tubes reduces the impedance of the joints (actuators), benefiting robot tasks involving unexpected contact with the environment or vibrations. However, owing to the low impedance and limited camera visibility, accurately positioning the joint (or end effector) to the target location under varying load conditions is challenging. This study proposes a novel method that employs water-filled flexible tubes to enable the transmission of driving power and actuator-side information to and from the actuator, respectively, without actuator-side sensors. By modeling volumetric loss during transmission based on pressure fluctuations and incorporating minor air entrapment, simultaneous power transmission and position estimation is achieved through a tube up to 50 m. Thus, it becomes possible to use a feedback control framework that was previously difficult to implement in sensorless systems. Experimental validation confirms stable position control of a sensorless water hydraulic cylinder under varying loads. Furthermore, a field parameter-identification method accounts for tube and air entrainment variability without requiring actuator-side sensors. These contributions promote reliable remote control of robots in harsh environments.

Comment: 11 pages, 11 figures, and 7 tables. Yuki Nakamura and Shuto Yoshimura contributed equally to this work