Title
Estimation and Control of Motor Core Temperature With Online Learning of Thermal Model Parameters: Application to Musculoskeletal Humanoids.
Abstract
The estimation and management of motor temperature are important for the continuous movements of robots. In this study, we propose an online learning method of thermal model parameters of motors for an accurate estimation of motor core temperature. Also, we propose a management method of motor core temperature using the updated model and anomaly detection method of motors. Finally, we apply this m...
Year
DOI
Venue
2020
10.1109/LRA.2020.2990889
IEEE Robotics and Automation Letters
Keywords
DocType
Volume
humanoid robots,learning (artificial intelligence),motor drives,muscle,temperature control
Journal
5
Issue
ISSN
Citations 
3
2377-3766
0
PageRank 
References 
Authors
0.34
0
8
Name
Order
Citations
PageRank
Kento Kawaharazuka1713.98
Naoki Hiraoka201.69
Kei Tsuzuki316.13
Moritaka Onitsuka416.13
Yuki Asano53117.24
Kei Okada6534118.08
Koji Kawasaki7710.32
Masayuki Inaba82186410.27