An Alternative Nonlinear Lyapunov Redesign Velocity Controller for an Electrohydraulic Drive

Honorine Angue Mintsa, Gérémino Ella Eny, Nzamba Senouveau, Jean-Pierre Kenné, Rolland Michel Assoumou Nzué

Abstract


This research aims at developing control law strategies that improve the performances and the robustness of electrohydraulic servosystems (EHSS) operation while considering easy implementation. To address the strongly nonlinear nature of the EHSS, a number of control algorithms based on backstepping approach is intensively used in the literature. The main contribution of this paper is to consider an alternative approach to synthetize a Lyapunov redesign nonlinear EHSS velocity controller. The proposed control law design is based on an appropriate choice of the control lyapunov function (clf), the extension of the Sontag formula and the construction of a nonlinear observer. The clf includes all the three system variable states in a positive define function. The Sontag formula is used in the time derivative of our clf in order to ensure an asymptotic stabilizing controller for regulating and tracking objectives. A nonlinear observer is developed in order to bring to the proposed controller the estimated values of the first and the second time output derivatives. The design, the tuning implementation and the performances of the proposed controller are compared to those of its equivalent backstepping controller. It is shown that the proposed controller is easier to design with simple implementation tuning while the backstepping controller has several complex design steps and implementation tuning issue. Moreover, the best performances especially under disturbance in the viscous damping are achieved with the proposed controller.

Keywords


Control Lyapunov Function; Lyapunov Redesign; Sontag’s formula; Backstepping Control; Nonlinear Observer; Electrohydraulic System.

Full Text:

PDF

References


A. M. Al Aela, J.-P. Kenne, and H. A. Mintsa, "A Novel Adaptive and Nonlinear Electrohydraulic Active Suspension Control System with Zero Dynamic Tire Liftoff," Machines, vol. 8, no. 3, p. 38, 2020.

X. Ma, P. K. Wong, and J. Zhao, "Practical multi-objective control for automotive semi-active suspension system with nonlinear hydraulic adjustable damper," Mechanical Systems and Signal Processing, vol. 117, pp. 667-688, 2019.

C. Yin, Q. Sun, J. Wu, C. Liu, and J. Gao, "Development of Electrohydraulic Steering Control System for Tractor Automatic Navigation," Journal of Electrical and Computer Engineering, vol. 2018, p. 5617253, 2018.

A. Mitov, T. Slavov, J. Kralev, and I. Angelov, "H-infinity Control of an Electrohydraulic Power Steering System," in 2018 41st International Conference on Telecommunications and Signal Processing (TSP), pp. 1-4, 2018.

K. Suzumori and A. A. Faudzi, "Trends in hydraulic actuators and components in legged and tough robots: a review," Advanced Robotics, vol. 32, no. 9, pp. 458-476, 2018.

J. Mattila, J. Koivumäki, D. G. Caldwell, and C. Semini, "A Survey on Control of Hydraulic Robotic Manipulators With Projection to Future Trends," in IEEE/ASME Transactions on Mechatronics, vol. 22, no. 2, pp. 669-680, 2017.

G. Karthik, R. Venkatesh, V. Upender, and N. Kumar, "Design & Analysis of Hydraulic Actuator in a Typical Aerospace Vehicle," Journal for Research, vol. 4, no. 02, pp. 7-16, 2018.

Q. Chao, J. Zhang, B. Xu, H. Huang, and M. Pan, "A Review of High-Speed Electro-Hydrostatic Actuator Pumps in Aerospace Applications: Challenges and Solutions," Journal of Mechanical Design, vol. 141, no. 5, 2019.

D. Xu, Z. Feng, S. Sui, and Y. H. Lin, "Reliability Assessment of Electrohydraulic Actuation Control System Subject to Multisources Degradation Processes," IEEE/ASME Transactions on Mechatronics, vol. 24, no. 6, pp. 2594-2605, 2019.

G. N. Sahu, S. Singh, A. Singh, and M. Law, "Static and Dynamic Characterization and Control of a High-Performance Electro-Hydraulic Actuator," Actuators, vol. 9, no. 2, p. 46, 2020.

S. Li et al., "Failure analysis for hydraulic system of heavy-duty machine tool with incomplete failure data," Applied Sciences, vol. 11, no. 3, p. 1249, 2021.

Z. Liang-kuan, W. Zi-bo, and L. Ya-qiu, "Compound Control Strategy for MDF Continuous Hot Pressing Electrohydraulic Servo System with Uncertainties and Input Saturation," Mathematical Problems in Engineering, vol. 2016, p. 3936810, 2016.

H. Zhang, L. Ren, Y. Gao, and B. Jin, "A Comprehensive Study of Energy Conservation in Electric-Hydraulic Injection-Molding Equipment," Energies, vol. 10, no. 11, p. 1768, 2017.

R. P. Borase, D. K. Maghade, S. Y. Sondkar, and S. N. Pawar, "A review of PID control, tuning methods and applications," International Journal of Dynamics and Control, vol. 9, no. 2, pp. 818-827, 2021.

H. E. Merritt, Hydraulic Control Systems. Wiley, 1967.

P. Tamburrano, A. R. Plummer, E. Distaso, and R. Amirante, "A review of electro-hydraulic servovalve research and development," International Journal of Fluid Power, pp. 1-23, 2018.

C. Soon, R. Ghazali, H. Jaafar, S. Hussien, Y. Sam, and M. Rahmat, "The effects of parameter variation in open-loop and closed-loop control scheme for an electro-hydraulic actuator system," International Journal of Control and Automation, vol. 9, no. 11, pp. 283-294, 2016.

H. Feng, W. Ma, C. Yin, and D. Cao, "Trajectory control of electro-hydraulic position servo system using improved PSO-PID controller," Automation in Construction, vol. 127, p. 103722, 2021.

Y. Fan, J. Shao, and G. Sun, "Optimized PID Controller Based on Beetle Antennae Search Algorithm for Electro-Hydraulic Position Servo Control System," Sensors, vol. 19, no. 12, p. 2727, 2019.

T. Van Nguyen and C. Ha, "Experimental study of sensor fault-tolerant control for an electro-hydraulic actuator based on a robust nonlinear observer," Energies, vol. 12, no. 22, p. 4337, 2019.

N. Ishak et al., "PID Studies on Position Tracking Control of an Electro-Hydraulic Actuator," International Journal of Control Science and Engineering, vol. 2, pp. 120-126, 2012.

G. Wrat, M. Bhola, P. Ranjan, S. K. Mishra, and J. Das, "Energy saving and Fuzzy-PID position control of electro-hydraulic system by leakage compensation through proportional flow control valve," ISA Transactions, vol. 101, pp. 269-280, 2020.

T. Samakwong and W. Assawinchaichote, "PID Controller Design for Electro-hydraulic Servo Valve System with Genetic Algorithm," Procedia Computer Science, vol. 86, pp. 91-94, 2016.

X. Sun, N. Liu, R. Shen, K. Wang, Z. Zhao, and X. Sheng, "Nonlinear PID Controller Parameters Optimization Using Improved Particle Swarm Optimization Algorithm for the CNC System," Applied Sciences, vol. 12, no. 20, p. 10269, 2022.

O. A. Somefun, K. Akingbade, and F. Dahunsi, "The dilemma of PID tuning," Annual Reviews in Control, vol. 52, pp. 65-74, 2021.

M. Krstic, A. P. V. Kokotovic, and A. I. Kanellakopoulos, Nonlinear and Adaptive Control Design. John Wiley & Sons, Inc., 1995.

Z. Artstein, "Stabilization with relaxed controls," Nonlinear Analysis-theory Methods & Applications, vol. 7, no. 11, pp. 1163-1173, 1983.

E. D. Sontag, "A ‘universal’ construction of Artstein's theorem on nonlinear stabilization," Systems & Control Letters, vol. 13, no. 2, pp. 117-123, 1989.

D. X. Ba, K. K. Ahn, D. Q. Truong, and H. G. Park, "Integrated model-based backstepping control for an electro-hydraulic system," International Journal of Precision Engineering and Manufacturing, vol. 17, no. 5, pp. 565-577, 2016.

C. Kaddissi, M. Saad, and J.-P. Kenné, "Interlaced Backstepping and Integrator Forwarding for Nonlinear Control of an Electrohydraulic Active Suspension," Journal of Vibration and Control, vol. 15, no. 1, pp. 101-131, 2009.

L. Li, Y. Jiang, X. Yang, and J. Yao, "Rapid-Erection Backstepping Tracking Control for Electrohydraulic Lifting Mechanisms of Launcher Systems," Applied Sciences, vol. 12, no. 2, p. 893, 2022.

H. M. Kim, S. H. Park, J. H. Song, and J. S. Kim, "Robust Position Control of Electro-Hydraulic Actuator Systems Using the Adaptive Back-Stepping Control Scheme," Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, vol. 224, no. 6, pp. 737-746, 2010.

X. Ji, C. Wang, Z. Zhang, S. Chen, and X. Guo, "Nonlinear adaptive position control of hydraulic servo system based on sliding mode back-stepping design method," Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, vol. 235, no. 4, pp. 474-485, 2021.

Z. Wan, L. Yue, and Y. Fu, "Neural Network Based Adaptive Backstepping Control for Electro-Hydraulic Servo System Position Tracking," International Journal of Aerospace Engineering, vol. 2022, 2022.

A. M. Al Aela, J.-P. Kenne, and H. A. Mintsa, "Adaptive neural network and nonlinear electrohydraulic active suspension control system," Journal of Vibration and Control, vol. 28, no. 3-4, pp. 243-259, 2022.

Y. Chen, Q. Zhang, Q. Tian, and X. Feng, "Extended State Observer-Based Fuzzy Adaptive Backstepping Force Control of a Deep-Sea Hydraulic Manipulator with Long Transmission Pipelines," Journal of Marine Science and Engineering, vol. 10, no. 10, p. 1467, 2022.

Q. Guo, Y. Zhang, B. G. Celler, and S. W. Su, "Backstepping Control of Electro-Hydraulic System Based on Extended-State-Observer With Plant Dynamics Largely Unknown," IEEE Transactions on Industrial Electronics, vol. 63, no. 11, pp. 6909-6920, 2016.

I. Karafyllis and Z.-P. Jiang, Stability and stabilization of nonlinear systems. Springer Science & Business Media, 2011.

Y. Kim and J. M. Lee, "Model‐based reinforcement learning for nonlinear optimal control with practical asymptotic stability guarantees," AIChE Journal, vol. 66, no. 10, p. e16544, 2020.

B. Lohmann and J. Bongard, "A Discussion on Nonlinear Quadratic Control and Sontag's Formula," arXiv preprint arXiv:2301.10594, 2023.

N. Marchand, S. Durand, and J. F. G. Castellanos, "A General Formula for Event-Based Stabilization of Nonlinear Systems," in IEEE Transactions on Automatic Control, vol. 58, no. 5, pp. 1332-1337, 2013.

J. Acosta, A. Dòria‐Cerezo, and E. Fossas, "Stabilisation of state‐and‐input constrained nonlinear systems via diffeomorphisms: A Sontag's formula approach with an actual application," International Journal of Robust and Nonlinear Control, vol. 28, no. 13, pp. 4032-4044, 2018.

M. Ekramian, S. Hosseinnia, and F. Sheikholeslam, "General framework in designing Luenberger‐like non‐linear observer," IET Control Theory & Applications, vol. 7, no. 2, pp. 253-260, 2013.

C. Kaddissi, J. P. Kenne, and M. Saad, "Identification and Real-Time Control of an Electrohydraulic Servo System Based on Nonlinear Backstepping," IEEE/ASME Transactions on Mechatronics, vol. 12, no. 1, pp. 12-22, 2007.

M. Jelali and A. Kroll, Hydraulic servo-systems: modelling, identification and control. Springer Science & Business Media, 2002.

V. D. Yurkevich, Design of nonlinear control systems with the highest derivative in feedback. World Scientific, 2004.

J. Seo, R. Venugopal, and J.-P. Kenné, "Feedback linearization based control of a rotational hydraulic drive," IFAC Proceedings Volumes, vol. 40, no. 12, pp. 940-945, 2007.

H. Angue-Mintsa, R. Venugopal, J.-P. Kenné, and C. Belleau, "Adaptive Position Control of an Electrohydraulic Servo System With Load Disturbance Rejection and Friction Compensation," Journal of Dynamic Systems, Measurement, and Control, vol. 133, no. 6, 2011.

M. Honorine Angue, V. Ravinder, K. Jean-Pierre, and B. Christian, "Feedback Linearization-Based Position Control of an Electrohydraulic Servo System With Supply Pressure Uncertainty," IEEE Transactions on Control Systems Technology, vol. 20, no. 4, pp. 1092-1099, 2012.

M. F. Ghani, R. Ghazali, H. I. Jaafar, C. C. Soon, Y. M. Sam, and Z. Has, "Improved Third Order PID Sliding Mode Controller for Electrohydraulic Actuator Tracking Control," Journal of Robotics and Control (JRC), vol. 3, no. 2, pp. 219-226, 2022.

S. Lin, G. An, J. Huang, and Y. Guo, "Robust Backstepping Control with Active Damping Strategy for Separating-Metering Electro-Hydraulic System," Applied Sciences, vol. 10, no. 1, p. 277, 2020.

J. Seo, R. Venugopal, and J.-P. Kenné, "Feedback linearization based control of a rotational hydraulic drive," Control Engineering Practice, vol. 15, no. 12, pp. 1495-1507, 2007.

R. Spencer, "Applying the Electro-Hydraulic Servo Valve to Industry," IRE Transactions on Industrial Electronics, vol. PGIE-7, pp. 33-39, 1958.

Y. He, J. Wang, and R. Hao, "Adaptive robust dead-zone compensation control of electro-hydraulic servo systems with load disturbance rejection," Journal of Systems Science and Complexity, vol. 28, no. 2, pp. 341-359, 2015.

S. Sastry, Nonlinear systems: analysis, stability, and control. Springer Science & Business Media, 2013.

W. M. Haddad and V. Chellaboina, "Nonlinear dynamical systems and control," in Nonlinear Dynamical Systems and Control: Princeton university press, 2011.

J.-J. E. Slotine, Applied nonlinear control / Jean-Jacques E. Slotine,... Weiping Li. Englewood Cliffs (N.J.): Prentice Hall, 1991.

M. D. Stefano, H. Mishra, R. Balachandran, R. Lampariello, C. Ott, and C. Secchi, "Multi-Rate Tracking Control for a Space Robot on a Controlled Satellite: A Passivity-Based Strategy," IEEE Robotics and Automation Letters, vol. 4, no. 2, pp. 1319-1326, 2019.

Y. Shtessel, C. Edwards, L. Fridman, and A. Levant, Sliding mode control and observation. Springer, 2014.

W. Perruquetti and J. P. Barbot, Sliding mode control in engineering. Marcel Dekker New York, 2002.

W. Zhang, H. Su, F. Zhu, and S. Bhattacharyya, "Improved exponential observer design for one‐sided Lipschitz nonlinear systems," International Journal of Robust and Nonlinear Control, vol. 26, pp. 3958-3973, 2016.

G. Chen et al., "Research on Feedback-Linearized Sliding Mode Control of Direct-Drive Volume Control Electro-Hydraulic Servo System," Processes, vol. 9, no. 9, p. 1676, 2021.

K. Wróbel, K. Śleszycki, K. Szabat, and S. Katsura, "Application of Multilayer Observer for a Drive System with Flexibility," Energies, vol. 14, no. 24, p. 8479, 2021.

M. A. Márquez-Vera, A. Rodríguez-Romero, C. A. Márquez-Vera, K. R. R. Ramos-Téllez, "Interval Type-2 Fuzzy Observers Applied in Biodegradation," International Journal of Robotics and Control Systems, vol. 1, no. 2, pp. 145-158, 2021.

Q. Guo, T. Yu, and D. Jiang, "High‐gain observer‐based output feedback control of single‐rod electro‐hydraulic actuator," IET Control Theory & Applications, vol. 9, no. 16, pp. 2395-2404, 2015.

L. Zhou, J. Zhang, H. She, and H. Jin, "Quadrotor UAV flight control via a novel saturation integral backstepping controller," Journal for Control, Measurement, Electronics, Computing and Communications, vol. 60, no. 2, pp. 193-206, 2019.

X. Xu, K. Watanabe, I. Nagai, "Backstepping control for a tandem rotor UAV Robot with two 2-DOF tiltable coaxial rotors," Journal of Robotics and Control (JRC), vol. 2, no. 5, pp. 413-420, 2021.

A. Ma'arif, M. A. M. Vera, M. S. Mahmoud, S. Ladaci, A. Çakan, and J. N. Parada, "Backstepping sliding mode control for inverted pendulum system with disturbance and parameter uncertainty," Journal of Robotics and Control (JRC), vol. 3, no. 1, pp. 86-92, 2022.

S. Zeghlache and N. Amardjia, "Real time implementation of non linear observer-based fuzzy sliding mode controller for a twin rotor multi-input multi-output system (TRMS)," Optik, vol. 156, pp. 391-407, 2018.

E. Sariyildiz and K. Ohnishi, "A Guide to Design Disturbance Observer," Journal of Dynamic Systems, Measurement, and Control, vol. 136, no. 2, 2013.

M. Khamar and M. Edrisi, "Designing a backstepping sliding mode controller for an assistant human knee exoskeleton based on nonlinear disturbance observer," Mechatronics, vol. 54, pp. 121-132, 2018.

Z. Wang, X. Liu, and W. Wang, "Linear-based gain-determining method for adaptive backstepping controller," ISA Transactions, vol. 127, pp. 342-349, 2022.

J. -X. Zhang, Q. -G. Wang, and W. Ding, "Global Output-Feedback Prescribed Performance Control of Nonlinear Systems With Unknown Virtual Control Coefficients," in IEEE Transactions on Automatic Control, vol. 67, no. 12, pp. 6904-6911, 2022.

O. Rodríguez-Abreo, J. M. Garcia-Guendulain, R. Hernández-Alvarado, A. F. Rangel, and C. Fuentes-Silva, "Genetic Algorithm-Based Tuning of Backstepping Controller for a Quadrotor-Type Unmanned Aerial Vehicle," Electronics, vol. 9, no. 10, p. 1735, 2020.

O. Rodríguez-Abreo, F.-J. Ornelas-Rodríguez, A. Ramírez-Pedraza, J. B. Hurtado-Ramos, and J.-J. González-Barbosa, "Backstepping control for a UAV-manipulator tuned by Cuckoo Search algorithm," Robotics and Autonomous Systems, vol. 147, p. 103910, 2022.

C. Li, Y. Zhang, and P. Li, "Full control of a quadrotor using parameter-scheduled backstepping method: implementation and experimental tests," Nonlinear Dynamics, vol. 89, no. 2, pp. 1259-1278, 2017.

J. C. Escobar, R. Lozano, and M. Bonilla Estrada, "PVTOL control using feedback linearisation with dynamic extension," International Journal of Control, vol. 94, no. 7, pp. 1794-1803, 2021.

M. Cheng, B. Xu, J. Zhang, and R. Ding, "Pump-based compensation for dynamic improvement of the electrohydraulic flow matching system," IEEE Transactions on Industrial Electronics, vol. 64, no. 4, pp. 2903-2913, 2016.

M. Cheng, J. Zhang, B. Xu, R. Ding and J. Wei, "Decoupling Compensation for Damping Improvement of the Electrohydraulic Control System With Multiple Actuators," in IEEE/ASME Transactions on Mechatronics, vol. 23, no. 3, pp. 1383-1392, 2018.

V. Utkin and L. Hoon, "Chattering Problem in Sliding Mode Control Systems," in International Workshop on Variable Structure Systems, 2006. VSS'06., 2006, pp. 346-350.

N. Ren, L. Fan, and Z. Zhang, "Sensorless PMSM control with sliding mode observer based on sigmoid function," Journal of Electrical Engineering & Technology, vol. 16, no. 2, pp. 933-939, 2021.

M. S. Mahmoud, A. Alameer, and M. M. Hamdan, "An adaptive sliding mode control for single machine infinite bus system under unknown uncertainties," International Journal of Robotics and Control Systems, vol. 1, no. 3, pp. 226-243, 2021.

C. Sun, X. Dong, M. Wang, and J. Li, "Sliding Mode Control of Electro-Hydraulic Position Servo System Based on Adaptive Reaching Law," Applied Sciences, vol. 12, no. 14, p. 6897, 2022.

A. Ma'arif, M. A. M. Vera, M. S. Mahmoud, E. Umoh, A. J. Abougarair, and S. N. Rahmadhia, "Sliding Mode Control Design for Magnetic Levitation System," Journal of Robotics and Control (JRC), vol. 3, no. 6, pp. 848-853, 2022.




DOI: https://doi.org/10.18196/jrc.v4i2.17340

Refbacks

  • There are currently no refbacks.


Copyright (c) 2023 ANGUE MINTSA Honorine, ELLA ENY Gérémino, NZAMBA SENOUVEAU, KENNE Jean Pierre, ASSOUMOU NZUE Rolland

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

 


Journal of Robotics and Control (JRC)

P-ISSN: 2715-5056 || E-ISSN: 2715-5072
Organized by Peneliti Teknologi Teknik Indonesia
Published by Universitas Muhammadiyah Yogyakarta in collaboration with Peneliti Teknologi Teknik Indonesia, Indonesia and the Department of Electrical Engineering
Website: http://journal.umy.ac.id/index.php/jrc
Email: jrcofumy@gmail.com


Kuliah Teknik Elektro Terbaik