TY - JOUR
T1 - Improving the energy efficiency of bipedal robots with bi-articular actuation
AU - Lahr, Derek
AU - Yi, Hak
N1 - Publisher Copyright:
© 2017 The Japan Society of Mechanical Engineers.
PY - 2017
Y1 - 2017
N2 - The goal of this study is to investigate the effect of actuator position on the theoretical energy consumption of an electrically powered bipedal robot. Specifically, the study focuses on the legs of the afore-mentioned robot because their function is limited, as they are primarily used for either locomotion or standing, and thus, this is suitable for optimization. Furthermore, the hip and knee joints constitute the most powerful joints, and thus, these are studied first. A mathematical formulation is adopted to represent the relationship between the actuators and the robots joints. A genetic optimization is used to minimize the energy loss due to motor winding resistance and no-load torque by altering the position of the actuator with respect to the joints. The results indicate that the energy lost during typical motions can be reduced by up to 30% by using bi-articular actuation. Additionally, most benefits can be realized by adding only a bi-articular actuator between the hip roll and knee pitch axes.
AB - The goal of this study is to investigate the effect of actuator position on the theoretical energy consumption of an electrically powered bipedal robot. Specifically, the study focuses on the legs of the afore-mentioned robot because their function is limited, as they are primarily used for either locomotion or standing, and thus, this is suitable for optimization. Furthermore, the hip and knee joints constitute the most powerful joints, and thus, these are studied first. A mathematical formulation is adopted to represent the relationship between the actuators and the robots joints. A genetic optimization is used to minimize the energy loss due to motor winding resistance and no-load torque by altering the position of the actuator with respect to the joints. The results indicate that the energy lost during typical motions can be reduced by up to 30% by using bi-articular actuation. Additionally, most benefits can be realized by adding only a bi-articular actuator between the hip roll and knee pitch axes.
KW - Bi-articular actuation
KW - Bipedal robots
KW - Design optimization
KW - Energy efficiency
KW - Generic algorithms
UR - http://www.scopus.com/inward/record.url?scp=85063965754&partnerID=8YFLogxK
U2 - 10.1299/jamdsm.2017jamdsm0058
DO - 10.1299/jamdsm.2017jamdsm0058
M3 - Article
AN - SCOPUS:85063965754
SN - 1881-3054
VL - 11
JO - Journal of Advanced Mechanical Design, Systems and Manufacturing
JF - Journal of Advanced Mechanical Design, Systems and Manufacturing
IS - 5
ER -