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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Main Authors: Shih-Hsiang Yen, Pei-Chong Tang, Yuan-Chiu Lin, Chyi-Yeu Lin
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/14/3171
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spelling 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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