TY - JOUR
T1 - Distributed Fixed-Time Optimal Energy Management for Microgrids Based on a Dynamic Event-Triggered Mechanism
AU - Yang, Feisheng
AU - Liu, Jiaming
AU - Guan, Xiaohong
N1 - Publisher Copyright:
© 2014 Chinese Association of Automation.
PY - 2024
Y1 - 2024
N2 - The article investigates the optimal energy management (OEM) problem for microgrids. To figure out the problem in fixed time and alleviate communication load with limited resources, this article devises a novel fixed-time stability lemma and an event-triggered (ET) fixed-time distributed OEM approach. Using Lyapunov stability theory, the distributed approach has been proven to converge in fixed time and the upper bound on convergence time can be derived without dependence on the initial states. The dynamic ET method is raised to dynamically adjust the triggering threshold and reduce communication redundancy. In addition, Zeno behavior is avoided. Simulations are given to show the effectiveness and advantage of the designed distributed OEM method.
AB - The article investigates the optimal energy management (OEM) problem for microgrids. To figure out the problem in fixed time and alleviate communication load with limited resources, this article devises a novel fixed-time stability lemma and an event-triggered (ET) fixed-time distributed OEM approach. Using Lyapunov stability theory, the distributed approach has been proven to converge in fixed time and the upper bound on convergence time can be derived without dependence on the initial states. The dynamic ET method is raised to dynamically adjust the triggering threshold and reduce communication redundancy. In addition, Zeno behavior is avoided. Simulations are given to show the effectiveness and advantage of the designed distributed OEM method.
KW - Distributed optimization
KW - dynamic event-triggered (ET) mechanism
KW - fixed-time consensus
KW - microgrid
KW - optimal energy management (OEM)
UR - https://www.scopus.com/pages/publications/85209084651
U2 - 10.1109/JAS.2024.124686
DO - 10.1109/JAS.2024.124686
M3 - 文章
AN - SCOPUS:85209084651
SN - 2329-9266
VL - 11
SP - 2396
EP - 2407
JO - IEEE/CAA Journal of Automatica Sinica
JF - IEEE/CAA Journal of Automatica Sinica
IS - 12
ER -