基于模型预测控制的容错控制研究进展

Rui Liu, Y. Li
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引用次数: 0

摘要

由于现代控制系统的复杂性日益增加,其运行中的故障概率也在增加。因此,容错控制(FTC)已成为人们广泛关注的课题。在FTC的发展过程中,模型预测控制(MPC)作为一种有效的故障调节方法被提出。近年来,基于MPC的FTC研究取得了丰硕的成果。本文试图在MPC的基础上总结FTC的方法。分析了这些方法的基本思想和不足。然后,总结了FTC技术的发展趋势,并提出了今后的研究方向。本文希望通过对基于MPC的FTC的总结,为后续的研究提供有价值的参考和必要的依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A review of fault tolerant control based on Model Predictive Control
Due to increasing complexity of modern control system, the probability of failure in its operation also increases. Therefore, the fault tolerant control (FTC) have become a concerned subject widely. In the process of development with respect to FTC, model predictive control (MPC) is proposed as an efficient fault regulation method. Fruitful results have been witnessed on the FTC based on MPC recently. This paper attempts to summarize the FTC approaches on the basis of MPC. The basic ideas and shortcomings of these methods are analyzed. Then, this paper summarizes the development trend of FTC technology, and puts forward some new research directions in the future. Through the summary of FTC based on MPC, this paper hopes to provide valuable reference and necessary basis for subsequent research.
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