基于蜜蜂算法的电液伺服系统建模

Abdullah Çakan, F. M. Botsali, Ü. Önen, Mete Kalyoncu
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引用次数: 0

摘要

提出了一种寻找工业电液比例阀仿真未知参数的方法。电液伺服系统是应用最广泛的执行器系统之一,比例阀是液压系统中常见的一种执行器。液压系统的线性化是复杂的,因为几乎所有的元件都是非线性的,包括阀执行器。必须对系统模型进行线性化,使其能够进行线性分析,或者必须通过比较与输入相适应的输出响应来识别系统特性。然而,在没有系统的先验知识的情况下,获得一个用于仿真研究的完美系统模型是不容易的。获得一个不容易建模的系统的完美模型可以通过两种不同的方式完成;在收集实验数据或使用制造商的数据手册后,应用其中一种系统识别方法。本文采用优化算法The Bees Algorithm获得MOOG品牌D675系列比例伺服阀系统的仿真参数,与制造商提供的数据表中的动态参数进行匹配。用图形显示了所得到的系统模型和答案,并讨论了所提出方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MODELING OF ELECTRO-HYDRAULIC SERVO SYSTEM USING THE BEES ALGORITHM
In this study, a method is proposed to find the unknown simulation parameters of an industrial electro-hydraulic proportional valve. Electro-hydraulic servo systems are one of the most widely used actuator systems, and proportional valves are commonly found in hydraulic systems. Hydraulic systems are complicated to linearize, because nearly whole elements are nonlinear, with the inclusion of the valve actuators. The system model must be linearized to make it feasible for analysis of the system linearly or the characteristics must be identified by comparison the output responses suitable for the inputs. However, it is not easy to obtain a perfect system model for use in simulation studies without prior knowledge of the system. Obtaining a perfect model of a system that is not easy to model can be done in two different ways; applying one of the system identification methods after collecting experimental data or using manufacturers' datasheets. In this paper, simulation parameters of MOOG brand D675 series proportional servo valve system were obtained using The Bees Algorithm, an optimization algorithm, to match the dynamic specifications in the datasheet provided by the manufacturer. The obtained system model and the answers are shown graphically and the effectiveness of the proposed method is discussed.
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