Embedded Magnetic Sensing for Feedback Control of Soft HASEL Actuators

被引:6
|
作者
Sundaram, Vani [1 ]
Ly, Khoi [2 ]
Johnson, Brian K. [1 ]
Naris, Mantas [1 ]
Anderson, Maxwell P. [1 ]
Humbert, James Sean [1 ]
Correll, Nikolaus [3 ,4 ]
Rentschler, Mark [1 ]
机构
[1] Univ Colorado, Dept Mech Engn, Boulder, CO 80309 USA
[2] Cornell Univ, Sibley Sch Mech & Aerosp Engn, Ithaca, NY 14853 USA
[3] Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USA
[4] Univ Colorado, Mat Sci & Engn Program, Boulder, CO 80309 USA
基金
美国国家科学基金会;
关键词
Magnetometers; Actuators; Robot sensing systems; Magnetic resonance imaging; Magnetosphere; Soft magnetic materials; Sensors; Electrohydraulic actuators; feedback control; magnetic-based sensors; soft robotics; soft sensors; SENSORS;
D O I
10.1109/TRO.2022.3200164
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
The need to create more viable soft sensors is increasing in tandem with the growing interest in soft robots. Several sensing methods, like capacitive stretch sensing and intrinsic capacitive self-sensing, have proven to be useful when controlling soft electro-hydraulic actuators, but are still problematic. This is due to challenges around high-voltage electronic interference or the inability to accurately sense the actuator at higher actuation frequencies. These issues are compounded when trying to sense and control the movement of a multiactuator system. To address these shortcomings, we describe a two-part magnetic sensing mechanism to measure the changes in displacement of an electro-hydraulic (HASEL) actuator. Our magnetic sensing mechanism can achieve high accuracy and precision for the HASEL actuator displacement range, and accurately tracks motion at actuation frequencies up to 30 Hz, while being robust to changes in ambient temperature and relative humidity. The high accuracy of the magnetic sensing mechanism is also further emphasized in the gripper demonstration. Using this sensing mechanism, we can detect submillimeter difference in the diameters of three tomatoes. Finally, we successfully perform closed-loop control of one folded HASEL actuator using the sensor, which is then scaled into a deformable tilting platform of six units (one HASEL actuator and one sensor) that control a desired end effector position in 3D space. This work demonstrates the first instance of sensing electro-hydraulic deformation using a magnetic sensing mechanism. The ability to more accurately and precisely sense and control HASEL actuators and similar soft actuators is necessary to improve the abilities of soft, robotic platforms.
引用
收藏
页码:808 / 822
页数:15
相关论文
共 50 条
  • [1] A continuum soft robotic trout with embedded HASEL actuators: design, fabrication, and swimming kinematics
    Hess, Isabel
    Musgrave, Patrick
    SMART MATERIALS AND STRUCTURES, 2024, 33 (10)
  • [2] Fluidic feedback for soft actuators: an electronic-free system for sensing and control
    Wang, Shuyu
    Zhen, Haiqian
    Duan, Shuaiyang
    Sha, Xiaopeng
    BIOINSPIRATION & BIOMIMETICS, 2025, 20 (01)
  • [3] Untethered Soft Pneumatic Actuators with Embedded Multiple Sensing Capabilities
    Fang, Xingmiao
    Wei, Kun
    Yang, Runhuai
    SOFT ROBOTICS, 2024, 11 (03) : 382 - 391
  • [4] Power Electronic Drivers for Electrostatic HASEL Actuators Used in Soft Mobile Robots
    Lodh, Tirthasarathi
    Le, Hanh-Phuc
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN INDUSTRIAL ELECTRONICS, 2024, 5 (03): : 994 - 1005
  • [5] Strain Sensor-Embedded Soft Pneumatic Actuators for Extension and Bending Feedback
    Yuen, Michelle C.
    Kramer-Bottiglio, Rebecca
    Paik, Jamie
    2018 IEEE INTERNATIONAL CONFERENCE ON SOFT ROBOTICS (ROBOSOFT), 2018, : 202 - 207
  • [6] Acoustic Sensing for Soft Pneumatic Actuators
    Zoeller, Gabriel
    Wall, Vincent
    Brock, Oliver
    2018 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2018, : 6986 - 6991
  • [7] Feedback Control of Soft Robot Actuators via Commercial Flex Bend Sensors
    Gerboni, Giada
    Diodato, Alessandro
    Ciuti, Gastone
    Cianchetti, Matteo
    Menciassi, Arianna
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2017, 22 (04) : 1881 - 1888
  • [8] A review on soft pneumatic actuators with integrated or embedded soft sensors
    Gariya, Narendra
    Kumar, Sanjeev
    Shaikh, Amir
    Prasad, Brijesh
    Nautiyal, Hemant
    SENSORS AND ACTUATORS A-PHYSICAL, 2024, 372
  • [9] Soft Pneumatic Actuators: A Review of Design, Fabrication, Modeling, Sensing, Control and Applications
    Xavier, Matheus S.
    Tawk, Charbel D.
    Zolfagharian, Ali
    Pinskier, Joshua
    Howard, David
    Young, Taylor
    Lai, Jiewen
    Harrison, Simon M.
    Yong, Yuen K.
    Bodaghi, Mahdi
    Fleming, Andrew J.
    IEEE ACCESS, 2022, 10 : 59442 - 59485
  • [10] Recent progress on soft haptic feedback actuators
    Yu M.
    Cheng X.
    Peng S.
    Wang P.
    Zhao L.
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2024, 45 (03): : 1 - 16