학술논문

Multi-Agent and State Observer-Based Technique for Microgrid Protection
Document Type
Periodical
Source
IEEE Transactions on Industry Applications IEEE Trans. on Ind. Applicat. Industry Applications, IEEE Transactions on. 60(2):2697-2705 Apr, 2024
Subject
Power, Energy and Industry Applications
Signal Processing and Analysis
Fields, Waves and Electromagnetics
Components, Circuits, Devices and Systems
Microgrids
Observers
Mathematical models
Fault detection
Relays
Fault currents
Power system stability
Fault
fault current
fault detection
microgrid
multi-agent system (MAS)
state observer
Language
ISSN
0093-9994
1939-9367
Abstract
The protection of microgrids (MGs) is an emerging research topic due to increasing integration of distributed generation (DG). Although a microgrid can operate in two modes of operation: grid-connected and islanded, detecting the fault current poses a significant challenge, essentially when the microgrid is disconnected from the grid. This paper presents a new approach for detecting faults in multiple protection zones utilizing a Multi-Agent System (MAS) technique and state observer. The proposed framework comprises a decentralized Multi-Agent system, which will communicate, interact, and exchange the data for detecting the fault through the residual current value of the state observer at a given protection zone. The agents then send a trip signal to isolate/restore the faulted section. The proposed protection scheme has been tested and applied to the configuration of the microgrid using the Matlab/Simulink platform and has been demonstrated to be an effective means to detect the fault as well as restore power for multiple protection zones of the microgrid system.