TY - JOUR
T1 - Strategy optimization for energy efficient extraterrestrial drilling using combined power map
AU - Pan, Siyi
AU - Ishigami, Genya
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2017/10
Y1 - 2017/10
N2 - Extraterrestrial drilling is an important sampling method for understanding the formation of another celestial body and finding traces of life beyond earth. Currently, such tasks mainly rely on remotely controlled space robots. Because of limited energy available for space robots, it is highly demanded to improve the energy efficiency in the extraterrestrial drilling tasks. In this paper, we propose an algorithm called combined power map (CPM) method that can optimize extraterrestrial drilling strategies in order to improve energy efficiency. The algorithm comprehensively considers the effect of sampling positions, robot positions, and robotic arm configurations on drilling energy consumption and has the ability to manage the energy efficiency gain and corresponding risks. Simulations show that the CPM method can significantly reduce the drilling energy consumption and effectively limit accompanying risks.
AB - Extraterrestrial drilling is an important sampling method for understanding the formation of another celestial body and finding traces of life beyond earth. Currently, such tasks mainly rely on remotely controlled space robots. Because of limited energy available for space robots, it is highly demanded to improve the energy efficiency in the extraterrestrial drilling tasks. In this paper, we propose an algorithm called combined power map (CPM) method that can optimize extraterrestrial drilling strategies in order to improve energy efficiency. The algorithm comprehensively considers the effect of sampling positions, robot positions, and robotic arm configurations on drilling energy consumption and has the ability to manage the energy efficiency gain and corresponding risks. Simulations show that the CPM method can significantly reduce the drilling energy consumption and effectively limit accompanying risks.
KW - Extraterrestrial drilling
KW - energy efficiency
KW - mobile manipulation
KW - space robotics and automation
UR - http://www.scopus.com/inward/record.url?scp=85063311811&partnerID=8YFLogxK
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U2 - 10.1109/LRA.2017.2709912
DO - 10.1109/LRA.2017.2709912
M3 - Article
AN - SCOPUS:85063311811
VL - 2
SP - 1980
EP - 1987
JO - IEEE Robotics and Automation Letters
JF - IEEE Robotics and Automation Letters
SN - 2377-3766
IS - 4
M1 - 7935510
ER -