利用自适应反向步法为内部动态不稳定且不确定的双线性控制系统设计跟踪控制系统

IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Khozin Mu’tamar, Janson Naiborhu, Roberd Saragih, Dewi Handayani
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引用次数: 0

摘要

非最小相位系统具有不稳定的零内动力。即使系统的输出已经稳定,但内部动态的状态变量仍会无限增长。内动力学参数的不确定性使其行为更加难以预测。在本文中,我们利用自适应反步法解决了具有不稳定内部动力学和不确定参数的双线性控制系统的跟踪问题。双线性控制系统通过输入输出反馈线性化转换为正常形式。含有不确定参数的不稳定内部动力学首先使用外部动力学作为虚拟控制来稳定。然后利用外部动力学中的其他状态变量来稳定外部动力学;最终系统使用实际控制功能。我们进行了数值模拟,以证明拟议控制的技术实现和性能。为了解控制函数对不确定参数的承受能力,还进行了鲁棒性分析和数值测试。仿真结果表明,控制函数成功地解决了非最小相位系统中的跟踪问题。利用积分绝对误差准则,我们还确定了控制函数能令人满意地工作的不确定参数值范围。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tracking Control Design for a Bilinear Control System With Unstable and Uncertain Internal Dynamics Using Adaptive Backstepping

A non-minimum phase system has unstable zero internal dynamics. Even though the system’s output has stabilised, the state variables of the internal dynamics continue to grow indefinitely. Uncertain parameters in the internal dynamics make their behaviour even more unpredictable. In this article, we solve the tracking problem for a bilinear control system with unstable internal dynamics and uncertain parameters using adaptive backstepping. The bilinear control system is transformed using input-output feedback linearisation to normal form. The unstable internal dynamics containing uncertain parameters are first stabilised using the external dynamics as a virtual control. The external dynamics are then stabilised using other state variables in the external dynamics; the final system uses the actual control function. Numerical simulations are performed to demonstrate the proposed control’s technical implementation and performance. A robustness test is conducted analytically and numerically to understand the control function’s tolerance to uncertain parameters. The simulation results show that the control function successfully solves tracking problems in non-minimum phase systems. Using the integral absolute error criterion, we also determine the range of uncertain parameter values for which the control function works satisfactorily.

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来源期刊
International Journal of Control Automation and Systems
International Journal of Control Automation and Systems 工程技术-自动化与控制系统
CiteScore
5.80
自引率
21.90%
发文量
343
审稿时长
8.7 months
期刊介绍: International Journal of Control, Automation and Systems is a joint publication of the Institute of Control, Robotics and Systems (ICROS) and the Korean Institute of Electrical Engineers (KIEE). The journal covers three closly-related research areas including control, automation, and systems. The technical areas include Control Theory Control Applications Robotics and Automation Intelligent and Information Systems The Journal addresses research areas focused on control, automation, and systems in electrical, mechanical, aerospace, chemical, and industrial engineering in order to create a strong synergy effect throughout the interdisciplinary research areas.
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