考虑运动学和动力学约束的独立计量电液系统自适应鲁棒约束运动控制

IF 9.9 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yong Zhou;Bobo Helian;Zheng Chen;Bin Yao
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引用次数: 0

摘要

独立计量系统(IMSs)在液压工业应用中表现出优异的性能,因为它具有高功率密度、大输出力和高控制自由度。然而,机械安全结构的存在,如溢流阀和补给阀,引入了复杂的约束,严重限制了IMS的性能改进。如果违反了约束条件,则会出现气蚀、溢流、压力喘振等不良现象,使系统失去精度和稳定性。本文提出了一种结合外环约束轨迹规划器和内环自适应鲁棒运动控制器的双环控制策略,实现了IMS的约束运动控制。在外环将运动学约束和动力学约束转化为重新规划轨迹上的时变约束,并根据状态反馈在线计算,优化规划器的性能。使用三阶非线性滤波器规划时间最优运动轨迹,保证收敛到原始参考点,同时满足指定的约束条件。在内环中,设计了高性能ARC控制器,使IMS能够在不确定性和非线性的情况下跟踪重新规划的轨迹。为了验证所提出的双环控制框架的约束性能,在IMS试验台上进行了不同控制策略的实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Robust Constrained Motion Control of an Independent Metering Electro-Hydraulic System Considering Kinematic and Dynamic Constraints
Independent metering systems (IMSs) have shown superior performance in hydraulic industrial applications because of the high power density, large force output, and high control freedom. However, the presence of mechanical safety structures, such as relief valves and replenishing valves, introduces complex constraints that significantly limit performance improvements of the IMS. If the constraints are violated, then some undesirable phenomena, such as cavitation, overflow, and pressure surge, will occur to make the system lose accuracy and stability. In this article, a double-loop control strategy, which combines theouter loop constrained trajectory planner and the inner loop adaptive robust motion controller (ARC), is developed to realize the constrained motion control of the IMS. In the outer loop, both kinematic and dynamic constraints are transformed into time-varying constraints on the replanned trajectory, which are calculated based on the state feedback online to optimize the planner's performance. A time-optimal motion trajectory is planned using a third-order nonlinear filter, ensuring convergence to the original reference while meeting the assigned constraints. In the inner loop, the high-performance ARC controller is designed to make the IMS track the replanned trajectory despite uncertainties and nonlinearities. To demonstrate the constrained performance of the proposed double-loop control framework, experiments with different control strategies are conducted on an IMS test bench.
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来源期刊
IEEE Transactions on Industrial Informatics
IEEE Transactions on Industrial Informatics 工程技术-工程:工业
CiteScore
24.10
自引率
8.90%
发文量
1202
审稿时长
5.1 months
期刊介绍: The IEEE Transactions on Industrial Informatics is a multidisciplinary journal dedicated to publishing technical papers that connect theory with practical applications of informatics in industrial settings. It focuses on the utilization of information in intelligent, distributed, and agile industrial automation and control systems. The scope includes topics such as knowledge-based and AI-enhanced automation, intelligent computer control systems, flexible and collaborative manufacturing, industrial informatics in software-defined vehicles and robotics, computer vision, industrial cyber-physical and industrial IoT systems, real-time and networked embedded systems, security in industrial processes, industrial communications, systems interoperability, and human-machine interaction.
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