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离散时间隐马尔可夫跳变电力系统的异步控制

Asynchronous Control for Discrete-Time Hidden Markov Jump Power Systems

IEEE Transactions on Cybernetics · 2021
被引 109 · 同刊同年前 8%
ABS 3

中文导读

研究了离散时间电力系统在随机突变下的稳定问题,用隐马尔可夫模型设计异步控制器,确保系统稳定,仿真验证了有效性。

Abstract

In this article, the stabilization problem of discrete-time power systems subject to random abrupt changes is studied via asynchronous control. In this regard, the transient faults in the power lines, and subsequent switching of associated circuit breakers are modeled as a Markov chain. Based on this, the power systems are described as discrete-time Markov jump systems. The focus is mainly to design the control for Markov jump-based power systems (MJPSs) when modes of the control asynchronously run with the modes of power systems. To do this, a hidden Markov model technique is used to characterize the nonsynchronization between the control and system. By constructing the mode-dependent stochastic Lyapunov function, the sufficient conditions are acquired in the form of linear matrix inequalities (LMIs), which ensure not only the stochastic stability of the resulting hidden MJPSs but also the existence of the desired control. Finally, the simulation example reveals the efficiency of the designed control law.

电力系统控制理论马尔可夫跳变系统异步控制隐马尔可夫模型