| 研究生: |
鍾佳城 Chung, Chia-Cheng |
|---|---|
| 論文名稱: |
機器人關節模組的扭矩感測與控制 Torque Sensing and Control of a Robotic Joint Module |
| 指導教授: |
藍兆杰
Lan, Chao-Chieh |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 機械工程學系 Department of Mechanical Engineering |
| 論文出版年: | 2021 |
| 畢業學年度: | 109 |
| 語文別: | 中文 |
| 論文頁數: | 168 |
| 中文關鍵詞: | 協作型機器人 、機器人關節模組 、位置控制 、扭矩控制 、阻抗控制 |
| 外文關鍵詞: | Robotic joint, torque control, harmonic drive, series elastic actuator, torsion spring, position and torque control bandwidth, virtual stiffness rendering |
| 相關次數: | 點閱:129 下載:0 |
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協作型機器人的安全性與順應性對於人機協同作業十分重要,為確保協作安全機器人內部需安裝感測器使機器人與作業人員或其他機器人發生碰撞時不造成損害,順應性則與機器人於移動軌跡中對力量變化的反應能力有關,例如醫療器具輔助夾持機器人需抵抗重力同時順應器具方位的調整。在機器人的每個關節安裝六軸力規可以使機器人具備良好的安全與順應性,但力規昂貴的價格會提高機器人的成本使其難以普遍應用於產業中,此時具備扭矩感測與控制功能的機器人關節模組便應運而生。目前已有許多機器人關節模組的扭矩感測技術例如電流感測、應變規或雙編碼器等方式,但電流感測容易受減速機的摩擦影響感測準確度;應變規對於安裝誤差則有較高的要求且佈線複雜,量測準確度還容易受溫度變化影響;雙編碼器安裝簡單且通常會安裝額外撓性結構於諧波齒輪與負載之間以串聯彈性致動器實現扭矩感測,但為了精確估測扭矩撓性結構的勁度普遍較低,致使關節模組的剛性低落。
本文以雙編碼器技術為基礎,利用步進馬達、皮帶輪、平面彈簧與諧波齒輪設計新型機器人關節模組,不同於現存之許多研究將扭矩感測結構置於諧波齒輪與負載之間,本文將扭矩感測結構置於馬達與諧波齒輪之間,利用諧波齒輪高減速比的特性放大扭矩感測結構的剛性。完成機構的設計後建立動力模型以及位置與扭矩控制系統並分析其穩定性,透過頻寬實驗與模型模擬研究不同配置下關節模組的位置與扭矩控制頻寬,統整後歸納出影響頻寬的主要因素。
本文針對非線性摩擦扭矩、柔輪變形以及諧波齒輪的傳動誤差補償以提升本模組的扭矩與位置控制準確度,並設計對應的實驗驗證摩擦補償對關節模組順應性的提升效果以及柔輪變形與傳動誤差補償對位置控制準確度的改善。
Robotic joints are key components of a robot. To ensure safe and accurate environment-robot interaction, a torque sensor is usually mounted at the output of a robotic joint to detect and control the output torque. Deformation-based sensors at the robotic joint output would significantly increase the joint size and complexity while decreasing the output rigidity in off-axis directions. To reduce the extra cost, size, and complexity due to the need of torque sensing, this paper proposes a torque-controlled robotic joint that does not rely on deformation-based sensing at the joint output. Instead, a torque sensor is mounted at the input of the harmonic drive. Hence, the size of the sensor can be minimized while the rigidity of the output can be maintained. Only encoders are required to sense and control the output torque. Experiments will be provided to demonstrate torque control accuracy and speed. Position control results will also show the comparable response to robotic joints that do not have torque sensors. We expect that this new robotic joint can provide a more competitive solution for collaborative robots to interact with humans or the environment.
www.kuka.com/-/media/kuka-downloads/imported/9cb8e311bfd744b4b0eab25ca883f6d3/kuka_lbr_iiwa_brochure_en.pdf [Accessed: August 16, 2021]
https://www.universal-robots.com/
https://crx.fanucamerica.com/ [Accessed: August 16, 2021]
Villani, Valeria, et al. "Survey on human–robot collaboration in industrial settings: Safety, intuitive interfaces and applications." Mechatronics 55 (2018): 248-266.
J. Teiwes, T. Bänziger, A. Kunz and K. Wegener, "Identifying the potential of human-robot collaboration in automotive assembly lines using a standardised work description," 2016 22nd International Conference on Automation and Computing (ICAC), 2016, pp. 78-83, doi: 10.1109/IConAC.2016.7604898.
Zhang, Hongwei, Saleh Ahmad, and Guangjun Liu. "Torque estimation for robotic joint with harmonic drive transmission based on position measurements." IEEE Transactions on Robotics 31.2 (2015): 322-330.
https://cobots.robotics.abb.com/en/robots/gofa/ [Accessed: August 16, 2021]
https://s3-eu-central-1.amazonaws.com/franka-de-uploads/uploads/Datasheet-EN.pdf [Accessed: August 16, 2021]
Brooks, Thurston L. "Telerobotic response requirements." 1990 IEEE international conference on systems, man, and cybernetics conference proceedings. IEEE, 1990.
Behrens, Rol, et al. "Performance Indicator for Benchmarking Force-Controlled Robots." 2018 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2018.
https://store-en.tmotor.com/ [Accessed: August 17, 2021]
https://www.elephantrobotics.com/robotic-module/ [Accessed: August 17, 2021]
N. Kashiri et al., "CENTAURO: A Hybrid Locomotion and High Power Resilient Manipulation Platform," in IEEE Robotics and Automation Letters, vol. 4, no. 2, pp. 1595-1602, April 2019, doi: 10.1109/LRA.2019.2896758.
Kim, Yong Bum, et al. "Torque sensor embedded actuator module for robotic applications." IEEE/ASME Transactions on Mechatronics 23.4 (2018): 1662-1672.
https://www.anybotics.com/ [Accessed: August 18, 2021]
https://www.kinovarobotics.com/ [Accessed: August 18, 2021]
Pratt, Gill A., and Matthew M. Williamson. "Series elastic actuators." Proceedings 1995 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human Robot Interaction and Cooperative Robots. Vol. 1. IEEE, 1995.
https://www.hebirobotics.com/ [Accessed: April 7, 2021]
de Gea Fernández, José, et al. "Design, Modelling and Control of Novel Series-Elastic Actuators for Industrial Robots." Actuators. Vol. 9. No. 1. Multidisciplinary Digital Publishing Institute, 2020.
Bodie, Karen, C. Dario Bellicoso, and Marco Hutter. "ANYpulator: Design and control of a safe robotic arm." 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2016.
Kashiri, Navvab, Jörn Malzahn, and Nikos G. Tsagarakis. "On the sensor design of torque controlled actuators: A comparison study of strain gauge and encoder-based principles." IEEE Robotics and Automation Letters 2.2 (2017): 1186-1194.
https://www.sensodrive.de/ [Accessed: April 6, 2021]
周信宏, et al. "機器人關節模組設計." 機械工業雜誌 422 (2018): 41-49.
Min, Jae-Kyung, et al. "A novel reactive-type joint torque sensor with high torsional stiffness for robot applications." Mechatronics 63 (2019): 102265.
Lee, Sang-Duck, Kuk-Hyun Ahn, and Jae-Bok Song. "Torque control based sensorless hand guiding for direct robot teaching." 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2016.
Al-Yacoub, Ali, et al. "Improving human robot collaboration through Force/Torque based learning for object manipulation." Robotics and Computer-Integrated Manufacturing 69 (2021): 102111.
Cherubini, Andrea, et al. "Collaborative manufacturing with physical human–robot interaction." Robotics and Computer-Integrated Manufacturing 40 (2016): 1-13.
Kang, Woosong, et al. "Ripple Minimization for Harmonic-geared Series Elastic Actuator under Force Control." 2020 IEEE 16th International Workshop on Advanced Motion Control (AMC). IEEE, 2020.
MISUMI股份有限公司。傳動 時規皮帶的選定方法。取自https://tw.misumi-ec.com/pdf/fa/2015/p1_2323_p1_2325_p1_2327_p1_2349_p1_2353.pdf [Accessed: March 8, 2021]
MISUMI股份有限公司。高扭矩時規皮帶輪 S2M型。取自https://tw.c.misumi-ec.com/book/tw_2015_msm_fa_01/digitalcatalog.html?page_num=1-1431-2015 [Accessed: March 8, 2021]
Oriental motor USA Corp. "Stepper Motors (Motor Only) - PKP Series 2-Phase" Available:https://www.orientalmotor.com/stepper-motors/2-phase-stepper-motors-pkp-series.html [Accessed: Febuary 24, 2021]
Harmonic Drive 精密控制用減速機綜合型錄。取自https://drive.google.com/file/d/1ABRrV9Nl575HQqUTwSH9-ihbIxRmMx2F/view [Accessed: April 28, 2021]
尤應龍 (2018)。「開發微型串聯彈性致動器於遠端操作機器人的精準力感知與控制」,成功大學機械工程學系碩士學位論文。
黃彥霖 (2020)。「步進馬達扭矩控制方法之研究」,成功大學機械工程學系碩士學位論文。
WACOH-TECH Inc."Instruction Manual for Capacitive 6-axis force sensor WEF-6A RCD series"取自https://wacoh-tech.com/en/products/dynpick/200n_500n_rcdb.html [Accessed: May 24, 2021]
https://www.ati-ia.com/products/ft/ft_models.aspx?id=Axia80-M20 [Accessed: August 18, 2021]
徐嘉佑 (2012)。「具兩共置撓性驅動軸機器手腕之動力與控制」,成功大學機械工程學系碩士學位論文。
吳冠毅 (2018)。「肘外甲機器之串聯彈性致動機構與驅動控制器設計」,成功大學機械工程學系碩士學位論文。
Bodson, M., Chiasson, J. N., Novotnak, R. T., & Rekowski, R. B. (1993). High-performance nonlinear feedback control of a permanent magnet stepper motor. IEEE Transactions on Control Systems Technology, 1(1), 5-14.
林奎佑 (2019)。「使用步進馬達於直線串聯彈性致動器的準確力量及阻抗控制」,成功大學機械工程學系碩士學位論文。
Ohmae, T., Matsuda, T., Kamiyama, K., & Tachikawa, M. (1982). A microprocessor-controlled high-accuracy wide-range speed regulator for motor drives. IEEE Transactions on Industrial Electronics, (3), 207-211.
Se-Han Lee and Jae-Bok Song, "Acceleration estimator for low-velocity and low-acceleration regions based on encoder position data," in IEEE/ASME Transactions on Mechatronics, vol. 6, no. 1, pp. 58-64, March 2001, doi: 10.1109/3516.914392.
Texas Instruments Inc. "OPA548 High-Voltage, High-Current, Wide-Output-Voltage-Swing Power Operational Amplfier" Available: https://www.ti.com/product/OPA548?keyMatch=OPA548&tisearch=Search-EN-everything&usecase=GPN [Accessed: March 3, 2021].
RLS Inc. "Data sheet: AksIM-2 off-axis rotary absolute encoder " Available: https://www.rls.si/cn_tw/fileuploader/download/download/?d=1&file=custom%2Fupload%2FMBD01_05.pdf [Accessed: April 30, 2021].
T. D. Tuttle and W. P. Seering, "A nonlinear model of a harmonic drive gear transmission," in IEEE Transactions on Robotics and Automation, vol. 12, no. 3, pp. 368-374, June 1996, doi: 10.1109/70.499819.
許登傑、陳文瑞、麥朝創與蔡孟勳 (2017)。「系統頻譜分析於工具機上的應用」,機械工業雜誌。
Ziegler, J. G., & Nichols, N. B. (1942). Optimum settings for automatic controllers. trans. ASME, 64(11).
D. V. Gealy et al., "Quasi-Direct Drive for Low-Cost Compliant Robotic Manipulation," 2019 International Conference on Robotics and Automation (ICRA), 2019, pp. 437-443, doi: 10.1109/ICRA.2019.8794236.
Kumičáková, D. et al. “Testing the Performance Characteristics of Manipulating Industrial Robots.” Transactions of the VŠB - Technical University of Ostrava, Mechanical Series 62 (2016): 39-50.
STN ISO 9283 Manipulačné priemyselné roboty. Pracovné charakteristiky a zodpovedajúce skúšobné metódy. (Manipulating Industrial Robots – Performance criteria and related test methods.). 1.vydanie. SÚTN Bratislava 1995, pp.60.
S. Rader, L. Kaul, P. Weiner and T. Asfour, "Highly integrated sensor-actuator-controller units for modular robot design," 2017 IEEE International Conference on Advanced Intelligent Mechatronics (AIM), 2017, pp. 1160-1166, doi: 10.1109/AIM.2017.8014175.