Using Feedback Linearization to Improve the Tracking Performance of a Linear Hydraulic-Actuator

Author:

Manring Noah D.1,Muhi Laheeb1,Fales Roger C.1,Mehta Viral S.2,Kuehn Jeff2,Peterson Jeremy2

Affiliation:

1. Department of Mechanical and Aerospace Engineering, University of Missouri, Columbia, MO 65211 e-mail:

2. Caterpillar, Inc., Peoria, IL 61656 e-mail:

Abstract

In this paper, a simple feedback linearization method is used to improve the tracking performance of a linear hydraulic-actuator. This research uses an open-centered four-way valve to control the displacement of the hydraulic actuator, based upon an input command from the operator. In this research, the operator is modeled as a first-order system with a bandwidth frequency of 2 Hz. The feedback linearization method is used to adjust the operator input based on the measurement of fluid pressure on only one side of the actuator and the pump pressure that supplies the valve. No other sensing is needed. Using this approach, the R-squared value for tracking a sinusoidal displacement of the actuator and the bandwidth frequency of the actuator are increased. Furthermore, it is shown that the feedback linearization method reduces and nearly eliminates the load dependence of the tracking response, which means that operators should have less difficulty learning how to operate the machine over a wide range of conditions, and the overall productivity of the machine should go up. In summary, the elegance of this model is found in the fact that it is very simple to implement and that the alterations in output performance are greatly enhanced.

Funder

Caterpillar

Publisher

ASME International

Subject

Computer Science Applications,Mechanical Engineering,Instrumentation,Information Systems,Control and Systems Engineering

Reference12 articles.

1. Ahn, K. K., Truong, D. Q., and Soo, Y. H., 2007, “Self-Tuning Fuzzy PID Control for Hydraulic Load Simulator,” International Conference on Control, Automation and Systems (ICCAS), Seoul, South Korea, Oct. 17–20, pp. 345–349.10.1109/ICCAS.2007.4406935

2. Development of Hydraulic Load Simulator for Force Control With High Precision;JFPS Int. Symp. Fluid Power,2008

3. Tang, M., and Xiao, S., 2010, “The Performance Improvement in Electro-Hydraulic Servo System With PDF Control,” The Second International Conference on Computer and Automation Engineering (ICCAE), Singapore, Feb. 26–28, Vol. 5, pp. 871–875.10.1109/ICCAE.2010.5451896

4. Liu, S., Li, W., Li, X., and Shi, H., 2014, “Design and Simulation on Digital Variable Pump Controlling Hydraulic Cylinder System,” Seventh International Symposium on Computational Intelligence and Design (ISCID), Hangzhou, China, Dec. 13–14, Vol. 1, pp. 564–567.10.1109/ISCID.2014.177

5. Rahmat, M. F., Husain, A. R., Ghazali, R., and Samsudin, S. I., 2012, “Perfect Tracking Control of an Electro-Hydraulic Actuator With Unknown Disturbances,” IEEE Eighth International Colloquium on Signal Processing and Its Applications (CSPA), Melaka, Malaysia, Mar. 23–25, pp. 341–346.10.1109/CSPA.2012.6194746

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Force tracking control for hydraulically actuated adaptive high-rise buildings;Control Engineering Practice;2024-05

2. Analysis of the energetic potential in a staircase with hydraulic circuit: An experimental energy tests;2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME);2023-07-19

3. Fuzzy wavelet neural network-based backstepping control for electro-hydraulic servo systems;2022 34th Chinese Control and Decision Conference (CCDC);2022-08-15

4. Extended state observer‐based finite time control of electro‐hydraulic system via sliding mode technique;Asian Journal of Control;2021-08-13

5. Adaptive dynamic surface control using nonlinear disturbance observers for position tracking of electro-hydraulic servo systems;Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering;2021-08-03

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3