학술논문

Balancing Decentralization for Restoration in Power Distribution Systems With Agents
Document Type
Periodical
Source
IEEE Access Access, IEEE. 10:77993-78001 2022
Subject
Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Geoscience
Nuclear Engineering
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Voltage
Decision making
Switches
Power distribution
Relays
Peer-to-peer computing
Costs
Decentralized power restoration
self-healing grids
multi-agent systems
Language
ISSN
2169-3536
Abstract
Power distribution systems are subject to faults that may cause service interruptions. The outage impact can be attenuated by restoration procedures, aiming to reconfigure the grid until faulted components are repaired. Proposals for these procedures are usually either fully centralized or fully decentralized. In this paper, a hybrid approach (partially decentralized) for the restoration problem based on a multi-agent system (MAS) is proposed and evaluated. Results show that caution must be taken when specifying the level of decentralization achieved by agent based procedures devoted to system restoration, especially if low power devices are utilized to achieve agent communication.