多变量过程集中模型匹配整数/分数阶控制器设计及实时验证

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Transactions of the Institute of Measurement and Control Pub Date : 2023-11-08 DOI:10.1177/01423312231203281
S Muthukumari, S Kanagalakshmi, TK Sunil Kumar
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引用次数: 0

摘要

提出了一种针对多变量过程的集中模型匹配整数/分数阶(FO)控制器的设计方法。作为第一步,对于线性时滞过程,建立了包含线性二次型调节器和积分控制器的闭环参考模型。参考模型的制定是为了体现所期望的闭环规范。第二步涉及将闭环系统与参考模型等同起来,从而得到合成方程,从而产生高阶控制器。第三步,在s平面的几个展开点上,将高阶控制器的一组近似广义时间矩/近似广义马尔可夫参数与其低阶近似值进行匹配,得到控制器的低阶近似值。在优化问题框架中,以保持设计闭环系统的稳定性为约束,使期望闭环系统的响应与设计闭环系统的响应之间的面积最小为目标,提出了最优扩展点集的选择问题。针对时滞主导的非平方过程和FO平方过程设计了不同的控制器,验证了该方法的有效性。通过引入参数不确定性和干扰信号,采用时域性能指标进行对比分析。为了证明所提出方法的适用性,进行了实时调查,设计和实现了一个相互作用的混合(锥形和球形)罐过程设置控制器。
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Centralized model matching integer/fractional-order controller design for multivariable processes with real-time validation
This paper proposes a novel approach to design a centralized model matching integer/fractional-order (FO) controller for multivariable processes. As a first step, for a linear time-delay process, a desired closed-loop reference model is formulated with the inclusion of a linear quadratic regulator with integral controller. The reference model is formulated with the objective of embodying the desired closed-loop specifications. The second step involves equating the closed-loop system with the reference model, leading to a synthesis equation that yields a higher-order controller. In the third step, the lower-order approximant of the controller is obtained by matching a set of approximate generalized time moments/approximate generalized Markov parameters of the higher-order controller to that of its lower-order approximate at a few expansion points in the s-plane. The selection of an optimal set of expansion points is formulated in an optimization problem frame with the aim of minimizing the area between responses of the desired and designed closed-loop systems, keeping the stability of the designed closed-loop system as a constraint. The efficacy of the proposed approach is illustrated by the design of different controllers for time-delay-dominated nonsquare process and FO square process. Comparative analysis is carried out using time-domain performance indices by introducing parameter uncertainty and disturbance signals. To demonstrate the applicability of the proposed method, a real-time investigation is carried out with the design and implementation of a controller for interacting hybrid (conical and spherical) tank process setup.
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来源期刊
CiteScore
4.10
自引率
16.70%
发文量
203
审稿时长
3.4 months
期刊介绍: Transactions of the Institute of Measurement and Control is a fully peer-reviewed international journal. The journal covers all areas of applications in instrumentation and control. Its scope encompasses cutting-edge research and development, education and industrial applications.
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