TY - JOUR
T1 - Developing a Distributed Robust Energy Management Framework for Active Distribution Systems
AU - Rajaei, Ali
AU - Fattaheian-Dehkordi, Sajjad
AU - Fotuhi-Firuzabad, Mahmud
AU - Moeini-Aghtaie, Moein
AU - Lehtonen, Matti
N1 - Publisher Copyright:
IEEE
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/10
Y1 - 2021/10
N2 - 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.
AB - 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.
KW - active distribution systems
KW - alternating direction method of multipliers (ADMM)
KW - Convex functions
KW - distributed management
KW - Energy Management
KW - flexible resources
KW - Microgrids
KW - Multi-agent systems
KW - Optimal scheduling
KW - Optimization
KW - robust optimization
KW - Stochastic processes
KW - Uncertainty
UR - http://www.scopus.com/inward/record.url?scp=85103785233&partnerID=8YFLogxK
U2 - 10.1109/TSTE.2021.3070316
DO - 10.1109/TSTE.2021.3070316
M3 - Article
AN - SCOPUS:85103785233
SN - 1949-3029
VL - 12
SP - 1891
EP - 1902
JO - IEEE Transactions on Sustainable Energy
JF - IEEE Transactions on Sustainable Energy
IS - 4
ER -