半马尔可夫核下离散奇异随机跳跃系统的 SMC

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 : 2024-09-03 DOI:10.1016/j.jfranklin.2024.107250
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引用次数: 0

摘要

本研究探讨了半马尔可夫核下离散奇异随机半马尔可夫跃迁系统的滑模控制(SMC)问题。基于奇异半马尔可夫跃迁系统在复杂动态系统建模方面的显著应用背景和优势,本研究利用奇异半马尔可夫跃迁系统来解决离散 SMC 问题。考虑了具有奇异矩阵的模式依赖滑动函数,以减少数值问题的影响。主要目的是采用改进的方法消除矩阵幂项,从而使底层增强系统实现均方可接受性。通过构建合适的 SMC 法,克服参数不确定性带来的困难,实现准滑动模式的可达性。最后,利用直流电机模型验证了 SMC 方法的有效性。
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SMC for discrete singular stochastic jump systems under semi-Markov kernel

In this study, the sliding mode control (SMC) is investigated for discrete singular stochastic semi-Markov jump systems under a semi-Markov kernel. Based on the remarkable application background and advantages in modeling complex dynamic systems, singular semi-Markov jump systems are utilized to address discrete SMC issues. A mode-dependent sliding function with a singular matrix is considered to reduce the effects of the numerical problems. The main aim is to use an improved approach to eliminate the matrix power terms so that the underlying augmented system can realize mean-square admissibility. An appropriate SMC law is constructed to achieve the reachability of the quasi-sliding mode, overcoming the difficulty caused by parameter uncertainty. Finally, the effectiveness of the SMC approach is verified using a DC motor model.

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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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