Sliding-mode control of gantry crane system with recursive least square parameters identification

In this paper, a set of PDE-ODE (partial-differential-equation and ordinary-differential-equation) are derived to describe the dynamic characteristics of overhead gantry crane system. The control objective in this paper is to move the payload suspended by the cable below the trolley to the desired position through the motion of trolley with a vibration suppression. A sliding-mode variable structure controller (SMC) under dead zone disturbance is derived and the stability of the closed-loop system is proved. At the same time, the key parameters in the model can be identified online by recursive least square (RLS) algorithm for covering the cases of varying parameters such as the mass of payload. Finally, a numerical simulation is given to verify the effectiveness of the proposed controller combined with the parameter identification in this paper.

[1]  Brigitte d'Andréa-Novel,et al.  Exponential stabilization of an overhead crane with flexible cable via a back-stepping approach , 2000, Autom..

[2]  H. Ambrose,et al.  Nonlinear simulation of a string system under boundary robust control , 2001, Proceedings of the 2001 IEEE International Conference on Control Applications (CCA'01) (Cat. No.01CH37204).

[3]  Jacob Benesty,et al.  A Robust Variable Forgetting Factor Recursive Least-Squares Algorithm for System Identification , 2008, IEEE Signal Processing Letters.

[4]  Xiaogang Wang,et al.  Neural network based boundary control of a vibrating string system with input deadzone , 2018, Neurocomputing.

[5]  Mi Zhou,et al.  A novel sliding mode control method for underactuated overhead cranes , 2017, 2017 Chinese Automation Congress (CAC).

[6]  Zhijie Liu,et al.  Boundary Control of a Flexible Robotic Manipulator With Output Constraints , 2017 .

[7]  Shuzhi Sam Ge,et al.  Robust Adaptive Boundary Control of a Vibrating String Under Unknown Time-Varying Disturbance , 2010, IEEE Transactions on Control Systems Technology.

[8]  C. Rahn BOOK REVIEW: Mechatronic Control of Distributed Noise and Vibration: A Lyapunov Approach , 2011 .

[9]  M. Ajayan,et al.  Vibration control of 3D gantry crane with precise positioning in two dimensions , 2014, 2014 Annual International Conference on Emerging Research Areas: Magnetics, Machines and Drives (AICERA/iCMMD).

[10]  Youmin Zhang,et al.  A new recursive least-squares identification algorithm based on singular value decomposition , 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

[11]  Xuefang Li,et al.  Adaptive Boundary Iterative Learning Control for an Euler–Bernoulli Beam System With Input Constraint , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[12]  Takao Sato,et al.  Unknown parameter identification method using Unscented Kalman Filter for container crane system , 2010, Proceedings of the 2010 International Conference on Modelling, Identification and Control.

[13]  A. Kugi,et al.  Application of a combined flatness- and passivity-based control concept to a crane with heavy chains and payload , 2006, 2006 IEEE Conference on Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control.

[14]  Suk-Kyo Hong,et al.  Antisway Tracking Control of Overhead Cranes With System Uncertainty and Actuator Nonlinearity Using an Adaptive Fuzzy Sliding-Mode Control , 2008, IEEE Transactions on Industrial Electronics.

[15]  Keum-Shik Hong,et al.  Adaptive boundary control of an axially moving string system: Application to container cranes , 2009, 2009 IEEE International Symposium on Industrial Electronics.

[16]  He Chen,et al.  Amplitude-Saturated Nonlinear Output Feedback Antiswing Control for Underactuated Cranes With Double-Pendulum Cargo Dynamics , 2017, IEEE Transactions on Industrial Electronics.

[17]  S. Ge,et al.  Vibration control design for a flexible string with input saturation , 2014, Proceeding of the 11th World Congress on Intelligent Control and Automation.

[18]  Changyin Sun,et al.  Boundary Vibration Control of Variable Length Crane Systems in Two-Dimensional Space With Output Constraints , 2017, IEEE/ASME Transactions on Mechatronics.

[19]  Shuzhi Sam Ge,et al.  Adaptive control design for a nonuniform gantry crane with constrained tension , 2014, Proceedings of the 33rd Chinese Control Conference.

[20]  Shuzhi Sam Ge,et al.  Cooperative control of a nonuniform gantry crane with constrained tension , 2016, Autom..

[21]  Arash Khatamianfar,et al.  A new approach to overhead cranes parameter estimation and friction modeling , 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

[22]  Wei He,et al.  PDE Model-Based Boundary Control Design for a Flexible Robotic Manipulator With Input Backlash , 2019, IEEE Transactions on Control Systems Technology.

[23]  Joshua Vaughan,et al.  Control of Tower Cranes With Double-Pendulum Payload Dynamics , 2010, IEEE Transactions on Control Systems Technology.

[24]  Halil Ibrahim Basturk,et al.  Backstepping Boundary Control of a Wave PDE With Spatially Distributed Time Invariant Unknown Disturbances , 2019, IEEE Transactions on Automatic Control.

[25]  Hai-Peng Ren,et al.  Horizontal positioning and anti-swinging control tower crane using adaptive sliding mode control , 2018, 2018 Chinese Control And Decision Conference (CCDC).

[26]  Menghua Zhang,et al.  Adaptive Proportional-Derivative Sliding Mode Control Law With Improved Transient Performance for Underactuated Overhead Crane Systems , 2018, IEEE/CAA Journal of Automatica Sinica.

[27]  Alexey A. Bobtsov,et al.  Fixed-time estimation of parameters for non-persistent excitation , 2020, Eur. J. Control.

[28]  Liqun Lin,et al.  Modal parameter identification based on Singular Value Decomposition and backward prediction , 2010, IEEE ICCA 2010.

[29]  Christopher D. Rahn,et al.  Mechatronic control of distributed noise and vibration , 2001 .

[30]  M. Krstić Boundary Control of PDEs: A Course on Backstepping Designs , 2008 .

[31]  Zhihua Qu,et al.  Robust and adaptive boundary control of a stretched string on a moving transporter , 2001, IEEE Trans. Autom. Control..

[32]  Keum-Shik Hong,et al.  Adaptive sliding mode control of container cranes , 2012 .

[33]  Lingchong Gao,et al.  A pure neural network controller for double‐pendulum crane anti‐sway control: Based on Lyapunov stability theory , 2019 .

[34]  Shuang Zhang,et al.  Boundary control of a flexible crane system in two-dimensional space , 2017 .

[35]  He Chen,et al.  Neural Network-Based Adaptive Antiswing Control of an Underactuated Ship-Mounted Crane With Roll Motions and Input Dead Zones , 2020, IEEE Transactions on Neural Networks and Learning Systems.

[36]  Jinkun Liu,et al.  Vibration and Position Control of Overhead Crane With Three-Dimensional Variable Length Cable Subject to Input Amplitude and Rate Constraints , 2021, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[37]  He Chen,et al.  Nonlinear Antiswing Control for Crane Systems With Double-Pendulum Swing Effects and Uncertain Parameters: Design and Experiments , 2018, IEEE Transactions on Automation Science and Engineering.