Robust identification and control of mobile hydraulic systems using a decentralized valve structure

IF 5.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
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Abstract

The control of mobile hydraulic systems presents several challenges: valve characteristics and position-dependent system behavior are sources of nonlinearity. In addition, position and velocity sensors are not common in mobile machines, although the primary objective is piston velocity control. The particular type of hydraulic system considered in this article uses four decentralized valves to control the inflow and outflow of the two cylinder chambers. In contrast to conventional controller synthesis by tuning PID-type controllers for different operating points, a systematic approach for robust identification and model-based control is presented. It benefits from the possibility of bypassing the cylinder chambers for the identification step. Here, the ranges of physical parameters are estimated to obtain a parametrization of all possible system realizations. To reduce the valve-dependent nonlinearity, electro-hydraulic pressure compensation is applied to all valves. Based on the identified model, a nominal linear quadratic Gaussian controller and a robust μ-synthesis controller are designed, tested, and compared to a state of the art PID controller with active damping The identification and control are partially demonstrated on a hydraulic test bed and in simulation.

利用分散阀结构对移动液压系统进行鲁棒识别和控制
移动液压系统的控制面临着一些挑战:阀门特性和与位置相关的系统行为是非线性的来源。此外,位置和速度传感器在移动设备中并不常见,尽管其主要目标是活塞速度控制。本文所考虑的特殊类型液压系统使用四个分散阀来控制两个气缸腔的流入和流出。与针对不同工作点调整 PID 型控制器的传统控制器合成方法不同,本文提出了一种鲁棒识别和基于模型控制的系统方法。该方法的优势在于可以绕过气缸室进行识别步骤。在此,对物理参数的范围进行估计,以获得所有可能的系统实现的参数化。为了减少与阀门有关的非线性,所有阀门都采用了电液压力补偿。在识别模型的基础上,设计、测试了一个标称线性二次高斯控制器和一个鲁棒 μ 合成控制器,并将其与带主动阻尼的先进 PID 控制器进行了比较。
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来源期刊
Control Engineering Practice
Control Engineering Practice 工程技术-工程:电子与电气
CiteScore
9.20
自引率
12.20%
发文量
183
审稿时长
44 days
期刊介绍: Control Engineering Practice strives to meet the needs of industrial practitioners and industrially related academics and researchers. It publishes papers which illustrate the direct application of control theory and its supporting tools in all possible areas of automation. As a result, the journal only contains papers which can be considered to have made significant contributions to the application of advanced control techniques. It is normally expected that practical results should be included, but where simulation only studies are available, it is necessary to demonstrate that the simulation model is representative of a genuine application. Strictly theoretical papers will find a more appropriate home in Control Engineering Practice''s sister publication, Automatica. It is also expected that papers are innovative with respect to the state of the art and are sufficiently detailed for a reader to be able to duplicate the main results of the paper (supplementary material, including datasets, tables, code and any relevant interactive material can be made available and downloaded from the website). The benefits of the presented methods must be made very clear and the new techniques must be compared and contrasted with results obtained using existing methods. Moreover, a thorough analysis of failures that may happen in the design process and implementation can also be part of the paper. The scope of Control Engineering Practice matches the activities of IFAC. Papers demonstrating the contribution of automation and control in improving the performance, quality, productivity, sustainability, resource and energy efficiency, and the manageability of systems and processes for the benefit of mankind and are relevant to industrial practitioners are most welcome.
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