基于动态协议的有限时间区间内隐藏随机跳变多区域电力系统控制

Dynamic Protocol-Based Control for Hidden Stochastic Jump Multiarea Power Systems in Finite-Time Interval

IEEE Transactions on Cybernetics · 2025
被引 8
ABS 3

中文导读

研究了互联多区域电力系统在随机半马尔可夫参数下的动态事件触发负荷频率控制,提出隐藏半马尔可夫模型解决系统与控制器模式异步问题,确保有限时间有界性。

Abstract

A dynamic event-triggered load frequency control (LFC) is studied for interconnected multiarea power systems (IMAPSs) with stochastic semi-Markov parameters from the perspective of finite-time interval. To facilitate the sudden changes, the underlying semi-Markov process (SMP) is adopted to characterize the random behavior of IMAPSs. A dynamic event-triggered protocol (DETP) is developed to modulate the transmission frequency while maintaining predefined system performance. Owing to complicated grid environment, the hidden semi-Markov model (HSMM) is proposed to solve the asynchronization between the system mode and the controller mode, which forms a new asynchronous mechanism to better understand the behavior pattern of the system. The novelty of this article is to construct a suitable asynchronous control strategy to solve the mismatch between the system mode and the controller mode under the framework of IMAPSs. Different from static event-triggered protocol (ETP), the DETP is proposed, in which the threshold parameters can be dynamically adjusted to reduce the waste of communication resources and achieve dynamic performance in limited time. According to the stochastic system theory and the finite-time theory, by constructing a modular dependent random Lyapunov function, sufficient conditions are obtained to ensure the finite-time boundedness of the corresponding system with performance. Finally, the efficiency is demonstrated through three-area power systems.

电力系统负荷频率控制随机过程事件触发控制有限时间控制