Papers
2
Total Citations
24
H-Index
2
About
M. Umetsu is a robotics researcher specializing in precision manufacturing and motion control, with a particular focus on robotic polishing systems and nonlinear dynamics. Their work addresses the critical challenge of achieving high-precision surface finishing on complex curved geometries, such as PET bottle molds, through intelligent robotic manipulation. Umetsu’s most influential contribution is the development of a high precision polishing robot employing a learning-based surface following controller (2004, 16 citations), which significantly improved the accuracy and adaptability of automated polishing by enabling the robot to learn and compensate for surface irregularities in real time. This work has been foundational for subsequent advances in automated finishing processes. Additionally, Umetsu contributed to robust motion control with a study on robust linearization and control of robot arms using acceleration feedback (2005, 8 citations), which enhanced the stability and precision of robotic manipulators under dynamic uncertainties. Through these contributions, Umetsu has helped bridge the gap between theoretical control methods and practical industrial applications, making robotic polishing more reliable and efficient for manufacturing environments.
Research Focus
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Top Papers
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