Distributed Fixed-Time Optimal Energy Management for Microgrids Based on a Dynamic Event-Triggered Mechanism

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 approac...

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Bibliographic Details
Published in:IEEE/CAA journal of automatica sinica 2024-12, Vol.11 (12), p.2396-2407
Main Authors: Yang, Feisheng, Liu, Jiaming, Guan, Xiaohong
Format: Article
Language:English
Subjects:
Distributed generation
Distributed optimization
dynamic event-triggered (ET) mechanism
Energy management
fixed-time consensus
microgrid
optimal energy management (OEM)
Redundancy
Stability
Time dependence
Upper bounds
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Summary: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.
ISSN:2329-9266
2329-9274
DOI:10.1109/JAS.2024.124686