TY - JOUR
T1 - Integrated Disturbance Observer-Based Robust Force Control
AU - Samuel, Kangwagye
AU - Haninger, Kevin
AU - Oboe, Roberto
AU - Oh, Sehoon
N1 - Publisher Copyright:
© 1982-2012 IEEE.
PY - 2023/11/1
Y1 - 2023/11/1
N2 - For robotic tasks that involve combined transmitting and contact force control, achieving the high-performance motion control while ensuring stable environment contact is difficult. Among the factors that affect the quality of this force control, in this article, we may account vibrations due to misalignment in the mechanical components, actuator inaccuracies, nonlinear effects of friction, and backlash. All the above mentioned factors can be collectively considered as force disturbances. Toward high-performance motion control and contact stability, a novel integrated disturbance observer (DOB) (IDOB) is proposed. The IDOB uses force sensor measurements with position measurements and a plant model to isolate and robustly suppress the effects of force disturbances within the plant without compromising contact stability. This is applied here to a force control system to demonstrate the enhanced force control performance in free space and in contact. The passivity, robust stability, and disturbance rejection of the proposed IDOB are compared with those of existing force controllers, with and without force-based DOBs. Finally, actual experiments are conducted in free space and contact under various interaction conditions, showing that the IDOB improves transmitting force control and disturbance suppression performances. Moreover, peak collision force is reduced while maintaining contact stability with stiff environments.
AB - For robotic tasks that involve combined transmitting and contact force control, achieving the high-performance motion control while ensuring stable environment contact is difficult. Among the factors that affect the quality of this force control, in this article, we may account vibrations due to misalignment in the mechanical components, actuator inaccuracies, nonlinear effects of friction, and backlash. All the above mentioned factors can be collectively considered as force disturbances. Toward high-performance motion control and contact stability, a novel integrated disturbance observer (DOB) (IDOB) is proposed. The IDOB uses force sensor measurements with position measurements and a plant model to isolate and robustly suppress the effects of force disturbances within the plant without compromising contact stability. This is applied here to a force control system to demonstrate the enhanced force control performance in free space and in contact. The passivity, robust stability, and disturbance rejection of the proposed IDOB are compared with those of existing force controllers, with and without force-based DOBs. Finally, actual experiments are conducted in free space and contact under various interaction conditions, showing that the IDOB improves transmitting force control and disturbance suppression performances. Moreover, peak collision force is reduced while maintaining contact stability with stiff environments.
KW - and transmitting/contact force control
KW - Force disturbances
KW - integrated disturbance observer (IDOB)
UR - http://www.scopus.com/inward/record.url?scp=85144082056&partnerID=8YFLogxK
U2 - 10.1109/TIE.2022.3224189
DO - 10.1109/TIE.2022.3224189
M3 - Article
AN - SCOPUS:85144082056
SN - 0278-0046
VL - 70
SP - 11483
EP - 11494
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
IS - 11
ER -