Virtual sensing of load forces in hydraulic actuators using second- and higher-order sliding modes

Abstract External load forces are challenging for sensing or estimating in the hydraulic actuators. Once it is due to inconvenient instrumentation of the force sensors, especially on an open-end mechanical interface. The other way, the complex nonlinear system behavior aggravates reconstructing the system states in a robust and real-time suitable manner. This paper proposes a sensorless estimation of external load forces in standard hydraulic actuators by using a well-established equivalent output injection of the second-order sliding mode and also higher-order sliding mode differentiator. Only the basic inertial and frictional parameters are assumed to be known from an initial identification without external load. Afterwards, the robust exact differentiators are used in order to reconstruct the system states. Noisy signals of the cylinder chamber pressures and piston stroke are the single quantities available from the measurement. An experimental case study, accomplished on the setup of two hydraulic cylinders arranged and operated in antagonistic way, is provided. The force-cell on the rigid interface between both cylinders is used for reference measurements and evaluation of the estimation algorithms. Two estimation approaches, one of the 2nd and another of the 4th order, are assessed in performance and compared to each other along with discussion.

[1]  Leonid Fridman,et al.  When is it reasonable to implement the discontinuous sliding‐mode controllers instead of the continuous ones? Frequency domain criteria , 2018, International Journal of Robust and Nonlinear Control.

[2]  Leonid M. Fridman,et al.  Use of second-order sliding mode observer for low-accuracy sensing in hydraulic machines , 2018, 2018 15th International Workshop on Variable Structure Systems (VSS).

[3]  Michael Ruderman,et al.  Hybrid State Feedback Position-Force Control of Hydraulic Cylinder , 2019, 2019 IEEE International Conference on Mechatronics (ICM).

[4]  Ming Zhu,et al.  Coordinated and Force-Feedback Control of Hydraulic Excavators , 1995, ISER.

[5]  Masayoshi Tomizuka,et al.  High-Gain-Observer-Based Integral Sliding Mode Control for Position Tracking of Electrohydraulic Servo Systems , 2017, IEEE/ASME Transactions on Mechatronics.

[6]  Mohieddine Jelali,et al.  Hydraulic Servo-systems: Modelling, Identification and Control , 2012 .

[7]  L. Fridman,et al.  Observation and Identification of Mechanical Systems via Second Order Sliding Modes , 2006, International Workshop on Variable Structure Systems, 2006. VSS'06..

[8]  Stefan Koch,et al.  Observer-based sliding mode control of hydraulic cylinders in the presence of unknown load forces , 2016, Elektrotech. Informationstechnik.

[9]  D. Rachinskii,et al.  Use of Prandtl-Ishlinskii hysteresis operators for Coulomb friction modeling with presliding , 2017 .

[10]  George T.-C. Chiu,et al.  Adaptive robust motion control of single-rod hydraulic actuators: theory and experiments , 2000 .

[11]  Filipe Marques,et al.  A survey and comparison of several friction force models for dynamic analysis of multibody mechanical systems , 2016 .

[12]  Carlos Canudas de Wit,et al.  A survey of models, analysis tools and compensation methods for the control of machines with friction , 1994, Autom..

[13]  Henrik C. Pedersen,et al.  Pressure Feedback in Fluid Power Systems—Active Damping Explained and Exemplified , 2018, IEEE Transactions on Control Systems Technology.

[14]  A. Levant Sliding order and sliding accuracy in sliding mode control , 1993 .

[15]  Sarah K. Spurgeon,et al.  A Robust Exact Differentiator Toolbox for Matlab®/Simulink® , 2017 .

[16]  C. J. Taylor,et al.  State-dependent control of a hydraulically-actuated nuclear decommissioning robot , 2012, Proceedings of 2012 UKACC International Conference on Control.

[17]  Michael Ruderman,et al.  Full- and reduced-order model of hydraulic cylinder for motion control , 2017, IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society.

[18]  A. Levant Robust exact differentiation via sliding mode technique , 1998 .

[19]  Emmanuel Cruz-Zavala,et al.  Levant's Arbitrary-Order Exact Differentiator: A Lyapunov Approach , 2019, IEEE Transactions on Automatic Control.

[20]  Tadayoshi Koizumi,et al.  A study of the relationships governing starting rolling friction , 1984 .

[21]  F. Al-Bender,et al.  Characterization of friction force dynamics , 2008, IEEE Control Systems.

[22]  Kazuo Fujishima,et al.  Digging control system for hydraulic excavator , 2001 .

[23]  Rui Liu,et al.  A simplified approach to force control for electro-hydraulic systems☆ , 2000 .

[24]  Leonid B. Freidovich,et al.  Increasing the Level of Automation in the Forestry Logging Process with Crane Trajectory Planning and Control , 2014, J. Field Robotics.

[25]  Christopher Edwards,et al.  Sliding Mode Control and Observation , 2013 .

[26]  Eilif Pedersen,et al.  Modeling of Generic Offshore Vessel in Crane Operations With Focus on Strong Rigid Body Connections , 2017, IEEE Journal of Oceanic Engineering.

[27]  Sarah K. Spurgeon,et al.  An arbitrary-order differentiator design paradigm with adaptive gains , 2018, Int. J. Control.

[28]  Michael Ruderman,et al.  On break-away forces in actuated motion systems with nonlinear friction , 2016, ArXiv.

[29]  H. E. Merritt,et al.  Hydraulic Control Systems , 1991 .

[30]  Carlos Vázquez,et al.  Time-Varying Gain Differentiator: A Mobile Hydraulic System Case Study , 2016, IEEE Transactions on Control Systems Technology.

[31]  Arie Levant,et al.  Proper discretization of homogeneous differentiators , 2014, Autom..

[32]  O Sawodny,et al.  Active Control for an Offshore Crane Using Prediction of the Vessel’s Motion , 2011, IEEE/ASME Transactions on Mechatronics.

[33]  Makoto Iwasaki,et al.  Observer of Nonlinear Friction Dynamics for Motion Control , 2015, IEEE Transactions on Industrial Electronics.

[34]  Leonid M. Fridman,et al.  Chattering measurement in SMC and HOSMC , 2016, 2016 14th International Workshop on Variable Structure Systems (VSS).

[35]  Darwin G. Caldwell,et al.  A Survey on Control of Hydraulic Robotic Manipulators With Projection to Future Trends , 2017, IEEE/ASME Transactions on Mechatronics.

[36]  Leonid M. Fridman,et al.  Design of super-twisting control gains: A describing function based methodology , 2019, Autom..

[37]  Jan Komsta,et al.  Integral sliding mode compensator for load pressure control of die-cushion cylinder drive , 2013 .

[38]  Arie Levant,et al.  Higher-order sliding modes, differentiation and output-feedback control , 2003 .

[39]  Hao-Chi Chang,et al.  Sliding mode control on electro-mechanical systems , 1999 .

[40]  Alexander G. Loukianov,et al.  Robust Trajectory Tracking for an Electrohydraulic Actuator , 2009, IEEE Transactions on Industrial Electronics.

[41]  Taylan Altan,et al.  Mechanical servo press technology for metal forming , 2011 .

[42]  Hugh Durrant-Whyte,et al.  Impedance control of a hydraulically actuated robotic excavator , 2000 .

[43]  Nariman Sepehri,et al.  Dynamic analysis of variable structure force control of hydraulic actuators via the reaching law approach , 2004 .

[44]  Peter I. Corke,et al.  Variable structure methods in hydraulic servo systems control , 2001, Autom..

[45]  Michael Ruderman,et al.  Linearized Piecewise Affine in Control and States Hydraulic System: Modeling and Identification , 2018, IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society.

[46]  Makoto Iwasaki,et al.  Analysis of Linear Feedback Position Control in Presence of Presliding Friction , 2016 .

[47]  Andrew Plummer,et al.  Robust Adaptive Control for Hydraulic Servosystems , 1990 .