Evolved Algorithm and Vibration Stability for Nonlinear Disturbed Security Systems

IF 0.9 Q4 ACOUSTICS Sound and Vibration Pub Date : 2019-01-01 DOI:10.32604/SV.2019.04224
T. Chen, W. Marriott, A. Nicholson, Tim Chen, Mars Kmieckowiak, Jcy Chen
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Abstract

In this paper, a method sustaining system stability after decomposition is proposed. Based on the stability criterion derived from the energy function, a set of intelligent controllers is synthesized which is used to maintain the stability of the system. The sustainable stability problem can be reformulated as a Linear Matrix Inequalities (LMI) problem. The key to guaranteeing the stability of the system as a whole is to find a common symmetrically positive definite matrix for all subsystems. Furthermore, the Evolved Bat Algorithm (EBA) is employed to replace the pole assignment method and the conventional mathematical methods for solving the LMI. The EBA is utilized to find feasible solutions in terms of the energy equation. The experimental results show that the EBA is capable of providing proper solutions, which satisfy the sustainability and stability criteria, after a short period of recursive computing.
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非线性扰动安全系统的演化算法与振动稳定性
本文提出了一种分解后保持系统稳定性的方法。基于能量函数的稳定性判据,合成了一套智能控制器来维持系统的稳定性。可持续稳定性问题可以重新表述为线性矩阵不等式(LMI)问题。保证系统整体稳定性的关键是为所有子系统找到一个共同的对称正定矩阵。采用进化蝙蝠算法(EBA)代替极点配置方法和传统数学方法求解LMI。利用EBA求解能量方程的可行解。实验结果表明,经过短时间的递归计算,EBA能够给出满足可持续性和稳定性准则的合适解。
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来源期刊
Sound and Vibration
Sound and Vibration 物理-工程:机械
CiteScore
1.50
自引率
33.30%
发文量
33
审稿时长
>12 weeks
期刊介绍: Sound & Vibration is a journal intended for individuals with broad-based interests in noise and vibration, dynamic measurements, structural analysis, computer-aided engineering, machinery reliability, and dynamic testing. The journal strives to publish referred papers reflecting the interests of research and practical engineering on any aspects of sound and vibration. Of particular interest are papers that report analytical, numerical and experimental methods of more relevance to practical applications. Papers are sought that contribute to the following general topics: -broad-based interests in noise and vibration- dynamic measurements- structural analysis- computer-aided engineering- machinery reliability- dynamic testing
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