A Sensorless and Low-Gain Brushless DC Motor Controller Using a Simplified Dynamic Force Compensator for Robot Arm Application
Robot arms used for service applications require safe human−machine interactions; therefore, the control gain of such robot arms must be minimized to limit the force output during operation, which slows the response of the control system. To improve cost efficiency, low-resolution sensors...
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doaj-99598443382b405492c637bd11cf8c6f2020-11-25T01:20:41ZengMDPI AGSensors1424-82202019-07-011914317110.3390/s19143171s19143171A Sensorless and Low-Gain Brushless DC Motor Controller Using a Simplified Dynamic Force Compensator for Robot Arm ApplicationShih-Hsiang Yen0Pei-Chong Tang1Yuan-Chiu Lin2Chyi-Yeu Lin3Department of Mechanical Engineering, National Taiwan University of Science and Technology, Taipei 106, TaiwanUbiqelife Technology Corporation, Jhubei City, Hsinchu 302, TaiwanUbiqelife Technology Corporation, Jhubei City, Hsinchu 302, TaiwanDepartment of Mechanical Engineering, National Taiwan University of Science and Technology, Taipei 106, TaiwanRobot arms used for service applications require safe human−machine interactions; therefore, the control gain of such robot arms must be minimized to limit the force output during operation, which slows the response of the control system. To improve cost efficiency, low-resolution sensors can be used to reduce cost because the robot arms do not require high precision of position sensing. However, low-resolution sensors slow the response of closed-loop control systems, leading to low accuracy. Focusing on safety and cost reduction, this study proposed a low-gain, sensorless Brushless DC motor control architecture, which performed position and torque control using only Hall-effect sensors and a current sensor. Low-pass filters were added in servo controllers to solve the sensing problems of undersampling and noise. To improve the control system’s excessively slow response, we added a dynamic force compensator in the current controllers, simplified the system model, and conducted tuning experiments to expedite the calculation of dynamic force. These approaches achieved real-time current compensation, and accelerated control response and accuracy. Finally, a seven-axis robot arm was used in our experiments and analyses to verify the effectiveness of the simplified dynamic force compensators. Specifically, these experiments examined whether the sensorless drivers and compensators could achieve the required response and accuracy while reducing the control system’s cost.https://www.mdpi.com/1424-8220/19/14/3171sensorlessHall-effect sensorsdynamic compensatorlow-gain controllow-pass filterreal-time control |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shih-Hsiang Yen Pei-Chong Tang Yuan-Chiu Lin Chyi-Yeu Lin |
spellingShingle |
Shih-Hsiang Yen Pei-Chong Tang Yuan-Chiu Lin Chyi-Yeu Lin A Sensorless and Low-Gain Brushless DC Motor Controller Using a Simplified Dynamic Force Compensator for Robot Arm Application Sensors sensorless Hall-effect sensors dynamic compensator low-gain control low-pass filter real-time control |
author_facet |
Shih-Hsiang Yen Pei-Chong Tang Yuan-Chiu Lin Chyi-Yeu Lin |
author_sort |
Shih-Hsiang Yen |
title |
A Sensorless and Low-Gain Brushless DC Motor Controller Using a Simplified Dynamic Force Compensator for Robot Arm Application |
title_short |
A Sensorless and Low-Gain Brushless DC Motor Controller Using a Simplified Dynamic Force Compensator for Robot Arm Application |
title_full |
A Sensorless and Low-Gain Brushless DC Motor Controller Using a Simplified Dynamic Force Compensator for Robot Arm Application |
title_fullStr |
A Sensorless and Low-Gain Brushless DC Motor Controller Using a Simplified Dynamic Force Compensator for Robot Arm Application |
title_full_unstemmed |
A Sensorless and Low-Gain Brushless DC Motor Controller Using a Simplified Dynamic Force Compensator for Robot Arm Application |
title_sort |
sensorless and low-gain brushless dc motor controller using a simplified dynamic force compensator for robot arm application |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2019-07-01 |
description |
Robot arms used for service applications require safe human−machine interactions; therefore, the control gain of such robot arms must be minimized to limit the force output during operation, which slows the response of the control system. To improve cost efficiency, low-resolution sensors can be used to reduce cost because the robot arms do not require high precision of position sensing. However, low-resolution sensors slow the response of closed-loop control systems, leading to low accuracy. Focusing on safety and cost reduction, this study proposed a low-gain, sensorless Brushless DC motor control architecture, which performed position and torque control using only Hall-effect sensors and a current sensor. Low-pass filters were added in servo controllers to solve the sensing problems of undersampling and noise. To improve the control system’s excessively slow response, we added a dynamic force compensator in the current controllers, simplified the system model, and conducted tuning experiments to expedite the calculation of dynamic force. These approaches achieved real-time current compensation, and accelerated control response and accuracy. Finally, a seven-axis robot arm was used in our experiments and analyses to verify the effectiveness of the simplified dynamic force compensators. Specifically, these experiments examined whether the sensorless drivers and compensators could achieve the required response and accuracy while reducing the control system’s cost. |
topic |
sensorless Hall-effect sensors dynamic compensator low-gain control low-pass filter real-time control |
url |
https://www.mdpi.com/1424-8220/19/14/3171 |
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