浏览全部资源
扫码关注微信
1.北京航空航天大学 仪器科学与光电工程学院,北京 100191
2.北京航空航天大学 宁波创新研究院,浙江 宁波 315800
3.北京航空航天大学 前沿科学技术创新研究院,北京 100191
[ "陈祥文(1994-),男,山东临沂人,博士研究生,2017年于内蒙古大学获得学士学位,主要从事高精度永磁同步电机控制和磁悬浮控制力矩陀螺框架伺服系统控制方面的研究。E-mail: xiangwen@buaa.edu.cn" ]
[ "李海涛(1979-),男,山东临清人,博士,副教授,博士生导师,2002年、2005年于山东大学分别获得学士、硕士学位,2009年于北京航空航天大学获得博士学位,主要从事磁悬浮惯性执行机构技术、磁悬浮控制力矩陀螺超低速框架伺服系统的高精度控制方面的研究。E-mail: haitao@buaa.edu.cn" ]
收稿日期:2022-06-06,
修回日期:2022-07-22,
纸质出版日期:2022-10-25
移动端阅览
陈祥文,李海涛.带有谐波减速器的框架系统速度波动抑制[J].光学精密工程,2022,30(20):2457-2466.
CHEN Xiangwen,LI Haitao.Speed fluctuation suppression of the gimbal system with harmonic drive[J].Optics and Precision Engineering,2022,30(20):2457-2466.
陈祥文,李海涛.带有谐波减速器的框架系统速度波动抑制[J].光学精密工程,2022,30(20):2457-2466. DOI: 10.37188/OPE.20223020.2457.
CHEN Xiangwen,LI Haitao.Speed fluctuation suppression of the gimbal system with harmonic drive[J].Optics and Precision Engineering,2022,30(20):2457-2466. DOI: 10.37188/OPE.20223020.2457.
为了实现带有谐波减速器的间驱式框架系统高精度速度跟踪控制,提出了一种基于位置域迭代学习控制的前馈补偿方法。首先,分析了谐波减速器运动误差导致的负载端角速率波动的位置域周期特性,并在此基础上提出了一种位置域迭代学习前馈补偿方法。该方法通过对框架系统速度调节误差信号进行累加获取前馈补偿信号,通过补偿力矩来抑制转速波动。然后,对迭代学习算法进行了分析,得到了迭代学习的收敛条件和迭代终止条件。最后,利用仿真和试验对所提方法的有效性和可行性进行了验证。结果表明,应用所提的迭代学习前馈补偿方法可使框架系统负载端的转速波动量被抑制30%以上。所提方法实现简单,具有较好的速度波动抑制能力,有效提高了控制力矩陀螺输出力矩精度。
To realize high-precision speed tracking control of the gimbal system with harmonic drive, a feedforward compensation method based on the iterative learning control of the position domain is proposed. First, the periodicity characteristics of the load angular speed fluctuation in the position domain, which is caused by the kinematic error of the harmonic drive, are analyzed. According to the analysis results, an iteration compensation method of the position domain is proposed. This method obtains the feedforward compensation signal by accumulating the speed adjustment error signal. The compensation signal compensates the torque to suppress the speed fluctuation. Then, the convergence and iteration termination conditions are obtained by the analysis of the iterative learning algorithm. Finally, the effectiveness and feasibility of the proposed method were verified with simulations and experiments. The results show that the proposed iterative learning feedforward compensation method suppresses the load angular speed fluctuation of the gimbal system by more than 30%. The proposed method is simple to implement and has good velocity fluctuation suppression. Simultaneously, the output torque of the control moment gyro is effectively improved.
LIU G , LIU Y F , ZHENG S Q . Moving-gimbal effect suppression for AMB-rotor systems with improved dynamic response in control moment gyroscopes [J]. ISA Transactions , 2022 , 125 : 539 - 546 . doi: 10.1016/j.isatra.2021.06.018 http://dx.doi.org/10.1016/j.isatra.2021.06.018
韩邦成 , 彭松 , 贺赞 , 等 . 磁悬浮控制力矩陀螺高速电机绕组涡流损耗计算及热分析 [J]. 光学 精密工程 , 2020 , 28 ( 1 ): 130 - 140 . doi: 10.3788/ope.20202801.0130 http://dx.doi.org/10.3788/ope.20202801.0130
HAN B C , PENG S , HE Z , et al . Eddy Current loss calculation and thermal analysis of high-speed motor winding in magnetically suspended control moment gyroscope [J]. Opt. Precision Eng. , 2020 , 28 ( 1 ): 130 - 140 . (in Chinese) . doi: 10.3788/ope.20202801.0130 http://dx.doi.org/10.3788/ope.20202801.0130
LEI Y J , YUAN L , ZHU Q , et al . A steering method with multiobjective optimizing for nonredundant single-gimbal control moment gyro systems [J]. IEEE Transactions on Industrial Electronics , 2022 , 69 ( 4 ): 4177 - 4184 . doi: 10.1109/tie.2021.3073357 http://dx.doi.org/10.1109/tie.2021.3073357
李海涛 , 宋鹏 , 侯林 . 双框架控制力矩陀螺框架系统的扰动观测及抑制 [J]. 光学 精密工程 , 2020 , 28 ( 2 ): 340 - 349 .
LI H T , SONG P , HOU L . Disturbance observation and rejection for gimbal system of double gimbal control moment gyroscope [J]. Opt. Precision Eng. , 2020 , 28 ( 2 ): 340 - 349 . (in Chinese)
HU R K , ZHOU G W , LI J Y . A nonlinear torsional vibration model of harmonic gear reducer and the effect of various factors on torsional vibration during start and stop [J]. Journal of Vibration and Control , 2022 , 28 ( 11/12 ): 1536 - 1549 . doi: 10.1177/10775463211031054 http://dx.doi.org/10.1177/10775463211031054
JUNG B J , KIM B , KOO J C , et al . Joint torque sensor embedded in harmonic drive using order tracking method for robotic application [J]. IEEE/ASME Transactions on Mechatronics , 2017 , 22 ( 4 ): 1594 - 1599 . doi: 10.1109/tmech.2017.2694039 http://dx.doi.org/10.1109/tmech.2017.2694039
MIYAZAKI T , OHISHI K . Robust speed control system considering vibration suppression caused by angular transmission error of planetary gear [J]. IEEE/ASME Transactions on Mechatronics , 2002 , 7 ( 2 ): 235 - 244 . doi: 10.1109/tmech.2002.1011260 http://dx.doi.org/10.1109/tmech.2002.1011260
李海涛 , 房建成 , 韩邦成 , 等 . 一种双框架磁悬浮控制力矩陀螺框架伺服系统扰动抑制方法研究 [J]. 宇航学报 , 2009 , 30 ( 6 ): 2199 - 2205 . doi: 10.3873/j.issn.1000-1328.2009.06.025 http://dx.doi.org/10.3873/j.issn.1000-1328.2009.06.025
LI H T , FANG J C , HAN B C , et al . Study on the system disturbance rejection method used in the gimbal servo system of double gimbal magnetically suspended control moment gyro [J]. Journal of Astronautics , 2009 , 30 ( 6 ): 2199 - 2205 . (in Chinese) . doi: 10.3873/j.issn.1000-1328.2009.06.025 http://dx.doi.org/10.3873/j.issn.1000-1328.2009.06.025
GODLER I , OHNISHI K , YAMASHITA T . Repetitive control to reduce speed ripple caused by strain wave gearing [C]. Proceedings of IECON'94 - 20th Annual Conference of IEEE Industrial Electronics. Bologna , Italy . IEEE , 1994 : 1034 - 1038 . doi: 10.1109/iecon.1994.397740 http://dx.doi.org/10.1109/iecon.1994.397740
房建成 , 陈萌 , 李海涛 . 磁悬浮控制力矩陀螺框架系统谐波减速器的迟滞建模 [J]. 光学 精密工程 , 2014 , 22 ( 11 ): 2950 - 2958 . doi: 10.3788/ope.20142211.2950 http://dx.doi.org/10.3788/ope.20142211.2950
FANG J C , CHEN M , LI H T . Hysteresis modeling for harmonic drive in DGMSCMG gimbal system [J]. Opt. Precision Eng. , 2014 , 22 ( 11 ): 2950 - 2958 . (in Chinese) . doi: 10.3788/ope.20142211.2950 http://dx.doi.org/10.3788/ope.20142211.2950
党选举 , 贺思颖 . 采用非对称迟滞算子的工业机器人柔性关节迟滞特性建模 [J]. 光学 精密工程 , 2021 , 29 ( 10 ): 2412 - 2420 . doi: 10.37188/OPE.20212910.2412 http://dx.doi.org/10.37188/OPE.20212910.2412
DANG X J , HE S Y . Hysteresis modeling for flexible joint of industrial robot using asymmetric hysteresis operator [J]. Opt. Precision Eng. , 2021 , 29 ( 10 ): 2412 - 2420 . (in Chinese) . doi: 10.37188/OPE.20212910.2412 http://dx.doi.org/10.37188/OPE.20212910.2412
韩邦成 , 马纪军 , 李海涛 . 谐波减速器的非线性摩擦建模及补偿 [J]. 光学 精密工程 , 2011 , 19 ( 5 ): 1095 - 1103 . doi: 10.3788/ope.20111905.1104 http://dx.doi.org/10.3788/ope.20111905.1104
HAN B C , MA J J , LI H T . Modeling and compensation of nonlinear friction in harmonic driver [J]. Opt. Precision Eng. , 2011 , 19 ( 5 ): 1095 - 1103 . (in Chinese) . doi: 10.3788/ope.20111905.1104 http://dx.doi.org/10.3788/ope.20111905.1104
SHI Y Y , YU Y J , LI H T , et al . Speed fluctuation suppression by model-based feed-forward control in gimbal system with harmonic drive [J]. IEEE Transactions on Power Electronics , 2022 , 37 ( 6 ): 6678 - 6687 . doi: 10.1109/tpel.2022.3144387 http://dx.doi.org/10.1109/tpel.2022.3144387
LU Y S , LIN S M . Disturbance-observer-based adaptive feedforward cancellation of torque ripples in harmonic drive systems [J]. Electrical Engineering , 2007 , 90 ( 2 ): 95 - 106 . doi: 10.1007/s00202-006-0057-8 http://dx.doi.org/10.1007/s00202-006-0057-8
王冲冲 , 杨桂林 , 陈庆盈 , 等 . 基于自适应干扰估测器的协作机器人关节速度波动抑制方法 [J/OL]. 机器人 : 1 - 10 [ 2022-04-29 ]. DOI: 10.13973/j.cnki.robot.210412 http://dx.doi.org/10.13973/j.cnki.robot.210412 .
WANG C C , YANG G L , CHEN Q Y , et al . Joint velocity fluctuation suppression method of collaborative robot based on adaptive disturbance estimator [J/OL]. Robot : 1 - 10 [ 2022-04-29 ]. DOI: 10.13973/j.cnki.robot.210412. http://dx.doi.org/10.13973/j.cnki.robot.210412. (in Chinese)
侯林 . 基于谐波减速器的SGCMG框架系统扰动抑制方法研究 [D]. 北京 : 北京航空航天大学 , 2018 .
HOU L . Research on Disturbances Rejection Method of Gimbal System for Single Gimbal Control Moment Gyroscope with Harmonic Driver [D]. Beijing : Beihang University , 2018 . (in Chinese)
BLANKEN L , OOMEN T . Multivariable iterative learning control design procedures: from decentralized to centralized, illustrated on an industrial printer [J]. IEEE Transactions on Control Systems Technology , 2020 , 28 ( 4 ): 1534 - 1541 . doi: 10.1109/tcst.2019.2903021 http://dx.doi.org/10.1109/tcst.2019.2903021
SONG F Z , LIU Y , JIN W , et al . Data-driven feedforward learning with force ripple compensation for wafer stages: a variable-gain robust approach [J]. IEEE Transactions on Neural Networks and Learning Systems , 2022 , 33 ( 4 ): 1594 - 1608 . doi: 10.1109/tnnls.2020.3042975 http://dx.doi.org/10.1109/tnnls.2020.3042975
FU X W , YANG X F , ZANCHETTA P , et al . Frequency-domain data-driven adaptive iterative learning control approach: with application to wafer stage [J]. IEEE Transactions on Industrial Electronics , 2021 , 68 ( 10 ): 9309 - 9318 . doi: 10.1109/tie.2020.3022503 http://dx.doi.org/10.1109/tie.2020.3022503
ARIMOTO S , KAWAMURA S , MIYAZAKI F . Bettering operation of Robots by learning [J]. Journal of Robotic Systems , 1984 , 1 ( 2 ): 123 - 140 . doi: 10.1002/rob.4620010203 http://dx.doi.org/10.1002/rob.4620010203
张旭 , 赖磊捷 , 李朋志 , 等 . 电磁驱动柔顺微定位平台闭环频域逆迭代学习控制 [J]. 光学 精密工程 , 2021 , 29 ( 9 ): 2149 - 2157 . doi: 10.37188/OPE.20212909.2149 http://dx.doi.org/10.37188/OPE.20212909.2149
ZHANG X , LAI L J , LI P Z , et al . Closed-loop inverse iterative learning control in frequency-domain for electromagnetic driven compliant micro-positioning platform [J]. Opt. Precision Eng. , 2021 , 29 ( 9 ): 2149 - 2157 . (in Chinese) . doi: 10.37188/OPE.20212909.2149 http://dx.doi.org/10.37188/OPE.20212909.2149
BOLDER J , VAN ZUNDERT J , KOEKEBAKKER S , et al . Enhancing flatbed printer accuracy and throughput: optimal rational feedforward controller tuning via iterative learning control [J]. IEEE Transactions on Industrial Electronics , 2016 , 64 ( 5 ): 4207 - 4216 . doi: 10.1109/tie.2016.2613498 http://dx.doi.org/10.1109/tie.2016.2613498
DAI L Y , LI X , ZHU Y , et al . Feedforward tuning by fitting iterative learning control signal for precision motion systems [J]. IEEE Transactions on Industrial Electronics , 2021 , 68 ( 9 ): 8412 - 8421 . doi: 10.1109/tie.2020.3020032 http://dx.doi.org/10.1109/tie.2020.3020032
史阳阳 . 磁悬浮CMG高精度框架角速率伺服控制方法与实验研究 [D]. 北京 : 北京航空航天大学 , 2021 .
SHI Y Y . High-precision Gimbal Angular Speed Servo Control Method and Experimental Research for Magnetically Suspended Control Moment Gyroscope [D]. Beijing : Beihang University , 2021 . (in Chinese)
NAKANO M , SHE J H , MASTUO Y , et al . Elimination of position-dependent disturbances in constant-speed-rotation control systems [J]. Control Engineering Practice , 1996 , 4 ( 9 ): 1241 - 1248 . doi: 10.1016/0967-0661(96)00130-x http://dx.doi.org/10.1016/0967-0661(96)00130-x
0
浏览量
1097
下载量
1
CSCD
关联资源
相关文章
相关作者
相关机构