类倒摆系统的一种可实现且稳定的模型预测控制策略

IF 1.3 Q4 AUTOMATION & CONTROL SYSTEMS International Journal of Automation and Control Pub Date : 2020-03-07 DOI:10.5772/intechopen.91629
O. Abreu, M. Martins, L. Schnitman
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引用次数: 1

摘要

在控制理论中,倒立摆是一类动态系统,被广泛用作评估多种控制策略的基准。这种系统的特点是行为欠驱动。它也是非线性的,呈现开环不稳定和积分模式。这些动态特性使控制变得更加困难,特别是当控制器综合寻求包含约束和保证闭环系统的稳定性时。本章针对类倒立摆系统提出了一种稳定模型预测控制策略。它具有基于唯一优化问题(单层控制公式)的无偏移控制律,采用无限预测视界实现闭环系统的李雅普诺夫稳定性。通过施加一组与系统的不稳定状态和积分状态相关的适当的松弛终端约束,也保证了控制器的可行性。在一个商业教学的倒立摆样机上,考虑了倒立摆在直立位置的稳定和转臂角度的输出跟踪两种情况,实验证明了MPC控制器的有效性。
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An Implementable and Stabilizing Model Predictive Control Strategy for Inverted Pendulum-Like Behaved Systems
In control theory, the inverted pendulum is a class of dynamic systems widely used as a benchmarking for evaluating several control strategies. Such a system is characterized by an underactuated behavior. It is also nonlinear and presents open-loop unstable and integrating modes. These dynamic features make the control more difficult, mainly when the controller synthesis seeks to include constraints and the guarantee of stability of the closed-loop system. This chapter presents a stabilizing model predictive control (MPC) strategy for inverted pendulum-like behaved systems. It has an offset-free control law based on an only optimization problem (one-layer control formulation), and the Lyapunov stability of the closed-loop system is achieved by adopting an infinite prediction horizon. The controller feasibility is also assured by imposing a suitable set of slacked terminal constraints associated with the unstable and integrating states of the system. The effectiveness of the implementable and stabilizing MPC controller is experimentally demonstrated in a commercial-didactic rotary inverted pendulum prototype, considering both cases of stabilization of the pendulum in the upright position and the output tracking of the rotary arm angle.
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来源期刊
International Journal of Automation and Control
International Journal of Automation and Control AUTOMATION & CONTROL SYSTEMS-
自引率
41.70%
发文量
50
期刊介绍: IJAAC addresses the evolution and realisation of the theory, algorithms, techniques, schemes and tools for any kind of automation and control platforms including macro, micro and nano scale machineries and systems, with emphasis on implications that state-of-the-art technology choices have on both the feasibility and practicability of the intended applications. This perspective acknowledges the complexity of the automation, instrumentation and process control methods and delineates itself as an interface between the theory and practice existing in parallel over diverse spheres. Topics covered include: -Control theory and practice- Identification and modelling- Mechatronics- Application of soft computing- Real-time issues- Distributed control and remote monitoring- System integration- Fault detection and isolation (FDI)- Virtual instrumentation and control- Fieldbus technology and interfaces- Agriculture, environment, health applications- Industry, military, space applications
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