Output regulation for time–delayed Takagi–Sugeno fuzzy model with networked control system

IF 0.7 4区 数学 Q2 MATHEMATICS Hacettepe Journal of Mathematics and Statistics Pub Date : 2023-02-23 DOI:10.15672/hujms.1017898
M. S. Aslam, Zhenhua Ma
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Abstract

This article studies H∞ control problem based on the event–triggered scheme with time delays for the synchronization of an chaotic system represented by delayed Takagi–Sugeno models. Firstly, this method depending on two scenarios: a) Each local subsystem in- tegrated that the delayed T–S fuzzy model for the same value of input matrices for the networked system and b) This is near steady-state zero-error diversification has to all be the same local subsystems. Generally, in the case of fuzzy regulation, these in lieu of generating the fuzzy regulator as a result of linear local controllers, circumstances were adjusted by addressing the issue of fuzzy regulation for the delayed Takagi–Sugeno models fuzzy model. Then, a delayed Takagi–Sugeno uses a fuzzy system to model the non–linear regulator. On the other hand, communication delays are a vital factor that cannot be ig- nored. To tackle the networked induced delay initially, author attempt to implement the event–triggered scheme for output regulation which reduce the cost of network transmis- sion. By constructing a Lyapunov functional and making use of event–triggered method, some suitable circumstances that ensure asymptotic stability of H∞ performance index for the resulting model were derived. Additionally, as the variations of the aforementioned results, two scenarios were presented. Our developed approaches are demonstrated by a final example illustrating their superiority, usefulness and reliability.
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网络化控制系统时延Takagi-Sugeno模糊模型的输出调节
研究了时滞Takagi-Sugeno模型表示的混沌系统同步的H∞控制问题。首先,该方法取决于两种情况:a)每个局部子系统在集成时,对于相同输入矩阵值的延迟T-S模糊模型对于网络系统;b)这是接近稳态的零误差分散必须是所有相同的局部子系统。一般来说,在模糊调节的情况下,这些代替线性局部控制器产生模糊调节器,情况是通过解决延迟Takagi-Sugeno模型模糊模型的模糊调节问题来调整的。然后,延迟Takagi-Sugeno使用模糊系统对非线性调节器进行建模。另一方面,通信延迟是一个不可忽视的重要因素。为了初步解决网络引起的时延问题,作者尝试采用事件触发的输出调节方案来降低网络传输成本。通过构造Lyapunov泛函并利用事件触发方法,得到了保证模型H∞性能指标渐近稳定的适当条件。此外,作为上述结果的变化,提出了两种情况。最后通过一个实例说明了我们所开发的方法的优越性、实用性和可靠性。
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来源期刊
CiteScore
1.70
自引率
0.00%
发文量
100
审稿时长
6-12 weeks
期刊介绍: Hacettepe Journal of Mathematics and Statistics covers all aspects of Mathematics and Statistics. Papers on the interface between Mathematics and Statistics are particularly welcome, including applications to Physics, Actuarial Sciences, Finance and Economics. We strongly encourage submissions for Statistics Section including current and important real world examples across a wide range of disciplines. Papers have innovations of statistical methodology are highly welcome. Purely theoretical papers may be considered only if they include popular real world applications.
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