Developing a Distributed Robust Energy Management Framework for Active Distribution Systems
Loading...
Access rights
openAccess
acceptedVersion
URL
Journal Title
Journal ISSN
Volume Title
A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
This publication is imported from Aalto University research portal.
View publication in the Research portal (opens in new window)
View/Open full text file from the Research portal (opens in new window)
Other link related to publication (opens in new window)
View publication in the Research portal (opens in new window)
View/Open full text file from the Research portal (opens in new window)
Other link related to publication (opens in new window)
Date
2021-10
Major/Subject
Mcode
Degree programme
Language
en
Pages
12
Series
IEEE Transactions on Sustainable Energy, Volume 12, issue 4, pp. 1891-1902
Abstract
Restructuring and privatization in power systems have resulted in a fundamental transition of conventional distribution systems into modern multi-agent systems. In these structures, each agent of the distribution system would independently operate its local resources. In this regard, uncertainties associated with load demands and renewable energy sources could challenge the operational scheduling conducted by each agent. Therefore, this paper aims to develop a distributed operational management for multi-agent distribution systems taking into account the uncertainties of each agent. The developed framework relies on alternating direction method of multipliers (ADMM) to coordinate the operational scheduling of the agents in a distributed manner. Moreover, a robust optimization technique is employed to consider the worst-case realization associated with the operation of each agent. Finally, the proposed framework is implemented on IEEE 37-bus network to analyze its efficacy in distributed robust operational management of distribution systems with multi-agent structures.Description
Publisher Copyright: IEEE Copyright: Copyright 2021 Elsevier B.V., All rights reserved.
Keywords
active distribution systems, alternating direction method of multipliers (ADMM), Convex functions, distributed management, Energy Management, flexible resources, Microgrids, Multi-agent systems, Optimal scheduling, Optimization, robust optimization, Stochastic processes, Uncertainty
Other note
Citation
Rajaei, A, Fattaheian-Dehkordi, S, Fotuhi-Firuzabad, M, Moeini-Aghtaie, M & Lehtonen, M 2021, ' Developing a Distributed Robust Energy Management Framework for Active Distribution Systems ', IEEE Transactions on Sustainable Energy, vol. 12, no. 4, pp. 1891-1902 . https://doi.org/10.1109/TSTE.2021.3070316