1. College of Electrical Engineering and Information,Anhui University of Technology,Ma’anshan 243002,China;
2. Provincial Key Lab of Power Electronics and Motion Control,Anhui University of Technology,Ma’anshan 243002,China
Abstract:Mould oscillation control is the key link of continuous casting. Based on the hydraulic control system with nonlinear time-varying and uncertainty model structure characteristics,a compound control solutions on iterative learning mould hydraulic vibration was proposed. The PID(proportion integration differentiation controller) controller with displacement transducer constitute the disturbance-resisting inner loop system. The iterative learning controller (iterative learning controller,ILC) unit constitute the mould hydraulic vibration system as outer loop,to ensure the system tracking performance. Through the electro-hydraulic system design calculation and MATLAB simulation analysis,the effect of dynamic tracing control scheme at ILC was tested. On this basis,it was used in real control operation. Results show that the control scheme has good effect such as strong robustness and good dynamic performance.
[1] 方一鸣,李宫胤,李建雄,等.伺服电机驱动连铸结晶器振动系统建模与分析[J].仪器仪表学报,2014,35(11):2615-2623.
FANG Yi-ming, Li Gongyin, Li Jianxiong, etal. Modeling and analysing for oscillation system of continuous casting mold driven by servo motor[J]. Chinese Journal of Scientific Instrument, 2014,35(11):2615-2623.
[2] 亢克松,刘乐,方一鸣,等.伺服电机驱动的连铸结晶器振动位移系统反步滑模控制[J].控制理论与应用,2016,33(11):1442-1448.
KANG Ke-song, LIU Le, FANG Yi-ming, et al. Backstepping sliding mode control for continuous cast mold oscillation displacement system driven by servo motor[J]. Control Theory and Applications,2016,33(11):1442-1448.
[3] 李壮举,王允建,肖磊.连铸结晶器多变量系统建模及控制[J].中南大学学报(自然科学版),2011,42(5):1361-1368.
LI Zhuang-ju, WANG Yun-jian, XIAO Lei. Modeling of mould multivariable system in continuous casting process and its control[J].JOURNAL OF CENTRAL SOUTH UNIVERSITY,2011,42(5):1361-1368.
[4] 马 勇,王旭东, 臧欣阳等.基于液压振动的结晶器非正弦振动[J]. 钢铁研究学报,2008,10(20):21-24.
MA Yong, WANG Xu-dong,ZANG Xin-yang, et al. Non-Sinusoidai Oscillation of Mould Based on Hydraulic Oscillator[J]. JOURNAL OF IRON AND STEEL RESEARCH, 2008,10(20):21-24.
[5] 刘乐,李智,方一鸣,等.伺服电机驱动连铸结晶器振动位移系统滑模控制[J].电机与控制学报,2016,20(12):101-108.
LIU Le, LI Zhi, FANG Yi-ming, et al.Sliding-mode control of continuous cast Mold oscillation displacement system driven by servo motor[J]. Electric Machines and Control, 2016,20(12):101-108.
[6] 强利刚, 李宪奎, 孟晓华. 基于模糊自整定PID控制策略的连铸结晶器非正弦振动系统仿真研究[J]. 机床与液压, 2010, 38(15):92-94.
QIANG Ligang, LI Xiankui, MENG Xiaohua. Simulation of Non-sinusoidal Oscillation for Continuous Casting Mold Based on Parameter Self-adjusting Fuzzy-PID Controlling Strategy[J]. MACHINE TOOL & HYDRAULICS,2010,8(15):92-95.
[7] 袁立鹏,崔淑梅,靳蒙.基于迭代学习的液压角振动台控制策略研究[J].宇航学报,2010,3(31):902-906.
YUAN Li-peng, CUI Shu-mei, JIN Meng. Research on Angular Vibration Hydraulic Table Adopting Iteration-learning-control[J].JOURNAL OF ASTRONAUTICS, 2010,3(31):902-906.
[8] 马立英,周鋐.位移控制电液伺服振动台加速度谱再现研究[J], 仪器仪表学报,2013,34(4):889-894.
Ma Liying, Zhou Hong. Study on acceleration spectrum replication of electro-hydraulic servo test rig based on displacement control[J]. Chinese Journal of Scientific Instrument, 2012,34(4):889-894.
[9] 孙明轩,严求真.迭代学习控制系统的误差跟踪设计方法[J]. 自动化学报,2013,39(3):251-262.
SUN Ming-Xuan, YAN Qiu-Zhen. Error Tracking of Iterative Learning Control Systems[J].Acta Automatica Sinica, 2013,39(3):251-262.
[10]SHAO Cheng,GAO Furong,YANG Yi. Robust Stability of Optimal Iterative Learning Control and Application to Injection Molding Machine[J]. ACTA Automatica Sinica,2003,1(29):72-79.
[11] Yin C K,Xu J K,Hou Z S. A high-order internal model based learning control scheme for nonlinear systems with time-iteration-varying parameters[J]. IEEE Transactions on Automatic Control.2010,55(11):2665-2670.
[12] Zhang Yudong,Fang Yongchun.Learning control for systems with saturated output[J].Acta Automatica Sinica,2011,37(1):92-98.
[13] 严求真,孙明轩,李鹤.任意初值非线性不确定系统的迭代学习控制[J],自动化学报,2016,42(4):545-555.
YAN Qiu-Zhen, SUN Ming-Xuan, LI He. Iterative Learning Control for Nonlinear Uncertain Systems with Arbitrary Initial State[J]. Acta Automatica Sinica,2016,42(4):545-555.
[14] 薛润,姜鹏,晋玉强.迭代学习方法在PID控制器参数自动调节中的应用及收敛性分析[J].海军航空工程学院学报,2010,25(5): 505-509
XUE Run, JIANG Peng, JIN Yu-qiang. Application and Convergence Analysis of Iterative Learning Method for Parameters Auto-Tuning of PID Controllers[J]. JOURNAL OF NAVAL AERONAUTICAL ENGINEERING INSTITUTE, 2010,25(5): 505-509.
[15] 俞婕,胡大超.连铸结晶器非正弦振动电液伺服系统设计及仿真[J].机械工程与自动化,2009(4):20-22.
YU Jie, HU Da-chao. Design and Simulation of the Electro-hydraulic Servo Oscillating System for Continuous Casting Crystallizer[J]. MECHANICAL ENGINEERING & AUTOMATION, 2009(4):20-22.
[16] 冯旭刚, 章家岩, 徐培民,等. 基于预测函数控制的液压振动伺服系统控制器设计[J]. 振动工程学报,2017,30(3):389-396.
FENG Xu-gang, ZHANG Jia-yan, XU Pei-min, et al. PFC optimization control strategy research on hydraulic vibration servo system[J]. Journal of Vibration Engineering,2017,30(3):389-396.
[17] Carlucho lgnacio, Mariano De Paula, Sebastian A.Villar, et al. Incremental Q-learing strategy for adaptive PID control of mobile robots[J].EXPERT SYSTEMS WITH APPLICATIONS.2017,80(1):183-199.
[18] Kim,Hyosin;Lee Jjin S;Lai,Jih-Sheng.Iterative Learning controller with multiple phase-Lead compensation for dual-mode flyback inverter[J].IEEE TRANSACTIONS ON POWER ELECTRONICS.2017.32(8):6468-6480
[19] 回立川,林辉.拟合迭代学习数据的工业过程控制器[J].控制理论与应用,2009,6(26):665-669.
HUI Li-chuan, LIN Hui. Fitting industrial controller to iterative learning control[J]. Control Theory and Applications, 2009,6(26):665-669.
[20] 黄挚雄, 罗安, 黎群辉. 迭代学习控制算法在中药生产过程提取工段的应用[J]. 仪器仪表学报, 2007, 28(8):1434-1439.
Huang Zhixiong, Luo An, Li Qunhui. Applications of iterative learning control algorithm in extracting procedure of Chinese traditional medicine production[J]. Chinese Journal of Scientific Instrument, 2007, 28(8):1434-1439.
[21] 张志勇, 刘鑫, 黄彩霞,等. 具有参数不确定性的车辆座椅悬架H_∞输出反馈半主动控制[J]. 振动与冲击, 2013, 32(14):93-97.
Zhang Z Y, Xin L, Huang C X, et al. H_∞ output feedback semi-active control for a vehicle seat suspension with parametric uncertainty[J]. Journal of Vibration & Shock, 2013, 32(14):92-97+147.