A New Approach to Selecting Optimal Parameters for the Sliding Mode Algorithm on an Automotive Suspension System

IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Complexity Pub Date : 2023-07-11 DOI:10.1155/2023/9964547
Tuan Anh Nguyen
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Abstract

Stimuli from the road surface cause car vibrations. The suspension system ensures the vehicle’s stability and smoothness when moving. In this research, the author introduces the use of active suspension with a hydraulic actuator to improve the comfort of cars. Car oscillations are described based on a quarter-dynamics model with five state variables. Besides, the nonlinear system’s SM (sliding mode) control algorithm is used to control the system. The SM algorithm’s parameters are optimally selected using the multiple loop algorithm. The multiple loop algorithm allows the values to vary within a predefined limit and provides an optimal parameter based on the vehicle’s vibration conditions. This is a new point in the paper compared to previous studies. The output of the simulation problem includes displacements and accelerations of both the sprung and unsprung masses. In addition, the change of dynamics force at the wheel is also considered when evaluating the interaction between the wheel and the road surface. According to the paper’s results, the vehicle body’s acceleration and displacement values are strongly reduced when using the SM algorithm, compared with cars with only traditional suspension. In addition, the change in dynamics force at the wheel is not significant when using this algorithm. As a result, the car’s smoothness has been improved while the vehicle’s stability has not been lost. The phenomenon of “chattering” still occurs in some cases; however, its effect is negligible.

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汽车悬架系统滑模算法最优参数选择的新方法
路面的刺激会引起汽车振动。悬挂系统保证了车辆在行驶时的稳定性和平稳性。在本研究中,作者介绍了主动悬架与液压作动器的应用,以提高汽车的舒适性。汽车振荡是基于一个四分之一动力学模型与五个状态变量。采用非线性系统的SM(滑模)控制算法对系统进行控制。采用多回路算法对SM算法的参数进行优化选择。多回路算法允许数值在预定义的限制范围内变化,并根据车辆的振动条件提供最佳参数。与以往的研究相比,这是本文的一个新观点。仿真问题的输出包括簧载质量和非簧载质量的位移和加速度。此外,在评估车轮与路面的相互作用时,还考虑了车轮动力的变化。研究结果表明,与仅采用传统悬架的汽车相比,采用SM算法后,车身的加速度和位移值明显减小。此外,使用该算法时,车轮上的动力变化不大。因此,汽车的平稳性得到了提高,同时车辆的稳定性也没有失去。在某些情况下仍会出现“抖音”现象;然而,它的影响可以忽略不计。
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来源期刊
Complexity
Complexity 综合性期刊-数学跨学科应用
CiteScore
5.80
自引率
4.30%
发文量
595
审稿时长
>12 weeks
期刊介绍: Complexity is a cross-disciplinary journal focusing on the rapidly expanding science of complex adaptive systems. The purpose of the journal is to advance the science of complexity. Articles may deal with such methodological themes as chaos, genetic algorithms, cellular automata, neural networks, and evolutionary game theory. Papers treating applications in any area of natural science or human endeavor are welcome, and especially encouraged are papers integrating conceptual themes and applications that cross traditional disciplinary boundaries. Complexity is not meant to serve as a forum for speculation and vague analogies between words like “chaos,” “self-organization,” and “emergence” that are often used in completely different ways in science and in daily life.
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