Adaptive fixed-time fuzzy control for delayed recycling continuous stirred tank reactor with asymmetric time-varying full-state constraints

IF 3.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Journal of The Franklin Institute-engineering and Applied Mathematics Pub Date : 2024-11-19 DOI:10.1016/j.jfranklin.2024.107410
Yufei Chen , Bo Tang , Qihuai Liu
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Abstract

Recently, there are some results concerning stability and finite-time stability control for continuous stirred tank reactors (CSTR). However, when considering the control of time-delay CSTR systems or fixed-time stability of CSTR systems, there are relatively few articles involved. In this paper, we first consider the CSTR system that includes both of the above factors simultaneously, that is, the adaptive fixed-time fuzzy control design problem for a CSTR with a delayed recycle stream and asymmetric time-varying full-state constraints. Firstly, based on existing works, we present an improved practical fixed-time stability criterion, which can be applied to more complex nonlinear systems. Then, we construct time-varying asymmetric integral barrier Lyapunov functions to handle asymmetric time-varying full-state constraints. Next, fuzzy logic systems are used to approximate the unknown functions of the system, and a sliding mode differentiator is introduced to avoid the “explosion of complexity” of the time derivative of the virtual controller. Furthermore, using the improved practical fixed-time stability criterion, we present the adaptive fixed-time fuzzy controller design processes that can ensure tracking performance in a fixed-time, and states of the system never violate their constraint bounds. Finally, a simulation example is provided to verify the effectiveness of the proposed control strategy.
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具有非对称时变全状态约束条件的延迟循环连续搅拌罐反应器的自适应定时模糊控制
最近,有关连续搅拌槽反应器(CSTR)稳定性和有限时间稳定性控制的研究取得了一些成果。然而,在考虑时延 CSTR 系统的控制或 CSTR 系统的定时稳定性时,涉及的文章相对较少。本文首先考虑同时包含上述两个因素的 CSTR 系统,即具有延迟循环流和非对称时变全状态约束的 CSTR 的自适应定时模糊控制设计问题。首先,在现有研究的基础上,我们提出了一种改进的实用定时稳定性准则,该准则可应用于更复杂的非线性系统。然后,我们构建了时变非对称积分屏障 Lyapunov 函数,以处理非对称时变全状态约束。接着,我们使用模糊逻辑系统来逼近系统的未知函数,并引入滑动模式微分器来避免虚拟控制器时间导数的 "复杂性爆炸"。此外,利用改进的实用固定时间稳定性准则,我们提出了自适应固定时间模糊控制器设计流程,可确保在固定时间内的跟踪性能,且系统状态绝不会违反其约束边界。最后,我们提供了一个仿真实例来验证所提控制策略的有效性。
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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