Comparable analysis of PID controller settings in order to ensure reliable operation of active foil bearings

IF 2.2 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2022-04-22 DOI:10.17531/ein.2022.2.19
Ł. Witanowski, Łukasz Breńkacz, Natalia Szewczuk-Krypa, Marta Dorosińska-Komor, Bartosz Puchalski
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引用次数: 8

Abstract

In comparison to the traditional solutions, active bearings offer great operating flexibility, ensure better operating conditions over a wider range of rotational speeds and are safe to use. In order to ensure optimum bearing performance a bearing control system is used that adapts different geometries during device operation. The selection of optimal controller parameters requires the use of modern optimization methods that make it possible to quickly achieve the assumed parameters. This article presents the method that has been employed to select the parameters of a proportional integral derivative (PID) controller, in which both stochastic algorithms and hybrid methods have been compared. The results show that all of the used algorithms were able to reach the global optimum but only the hybrid algorithm was repeatable in all runs within a low value of the standard deviation. The best solution will be proposed in the future to control an active foil bearing. Analysing of this paper would help to prevent failures of active foil bearing used in the designed rotating machine.
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为了保证主动箔轴承的可靠运行,对PID控制器设置进行了对比分析
与传统的解决方案相比,主动轴承提供了极大的操作灵活性,确保在更大的转速范围内提供更好的操作条件,并且使用安全。为了确保最佳的轴承性能,在设备运行过程中使用了适应不同几何形状的轴承控制系统。最优控制器参数的选择需要使用现代优化方法,使其能够快速实现假设参数。本文提出了一种用于比例积分导数(PID)控制器参数选择的方法,并对随机算法和混合算法进行了比较。结果表明,所有算法都能达到全局最优,但只有混合算法在低标准差范围内的所有运行中都是可重复的。将来将提出控制主动箔轴承的最佳解决方案。本文的分析有助于防止所设计的旋转机械中使用的主动箔轴承的失效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.70
自引率
24.00%
发文量
55
审稿时长
3 months
期刊介绍: The quarterly Eksploatacja i Niezawodność – Maintenance and Reliability publishes articles containing original results of experimental research on the durabilty and reliability of technical objects. We also accept papers presenting theoretical analyses supported by physical interpretation of causes or ones that have been verified empirically. Eksploatacja i Niezawodność – Maintenance and Reliability also publishes articles on innovative modeling approaches and research methods regarding the durability and reliability of objects.
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