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Decentralized transactive energy management of multi-microgrid distribution systems based on ADMM.
- Source :
-
International Journal of Electrical Power & Energy Systems . Nov2021, Vol. 132, pN.PAG-N.PAG. 1p. - Publication Year :
- 2021
-
Abstract
- • Distributed transactive energy management framework is proposed for operation of MMGs. • Transactive signal in the context of ADMM facilitates independent operation of MGs. • Robust optimization technique makes a trade-off between economics and operational risk. • Developed transactive framework has improved the convergence of the ADMM algorithm. Presence of microgrids (MGs) and renewable energy sources (RESs) in distribution power systems could result in dramatic changes in operation and planning of these systems. In this regard, operational procedures employed by utilities should take into account the intermittent nature of RESs, while coping with the independent operation of MGs. In this perspective, this paper develops a distributed power management framework based on alternating direction method of multipliers (ADMM) for distribution networks with multi-MG (MMG) structures. The proposed approach develops a transactive signal in the context of ADMM to coordinate operation of MGs in a distributed manner. In this context, the configuration of MMG distribution systems is devised in a way that facilitates modern distributed control of the system by eliminating the role of a central coordinator in traditional distribution systems. Moreover, robust optimization technique is deployed in the MG operational scheduling to handle the uncertainty associated with RESs. Finally, through a numerical case study, the efficiency of the proposed framework to schedule local resources for MMG distribution systems is analyzed. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 01420615
- Volume :
- 132
- Database :
- Academic Search Index
- Journal :
- International Journal of Electrical Power & Energy Systems
- Publication Type :
- Academic Journal
- Accession number :
- 150930113
- Full Text :
- https://doi.org/10.1016/j.ijepes.2021.107126