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Distributed Optimal Energy Management for Microgrids in the Presence of Time-Varying Communication Delays
- Source :
- IEEE Access, Vol 7, Pp 83702-83712 (2019)
- Publication Year :
- 2019
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2019.
-
Abstract
- This paper investigates the issues of the distributed energy management problem (EMP) of Microgrids in the presence of communication delays. To address this issue, a consensus-based distributed algorithm is proposed to integrate the economic dispatch and demand response, which can optimally assign the energy among generation units and load units with the objective of maximizing the total social welfare of the power system. Different from existing energy management algorithms, a nonuniform time-varying delays model is considered and embedded into the design of our algorithm, such that each unit can achieve collaborative optimization without the requirement of fixed delays information, which has both theoretical merits and practical engineering value for the efficient and stable operation of Microgrids. Moreover, it is proved that the proposed algorithm can converge to the optimal solution under some sufficient conditions. Finally, the correctness and effectiveness of the proposed method are validated by several simulation results.
- Subjects :
- Mathematical optimization
Correctness
energy management
General Computer Science
Computer science
Energy management
microgrids
020209 energy
02 engineering and technology
Distributed optimization
Demand response
Electric power system
multi-agent system
0202 electrical engineering, electronic engineering, information engineering
General Materials Science
communication delays
business.industry
General Engineering
Economic dispatch
Distributed algorithm
Distributed generation
020201 artificial intelligence & image processing
lcsh:Electrical engineering. Electronics. Nuclear engineering
business
lcsh:TK1-9971
Energy (signal processing)
Subjects
Details
- ISSN :
- 21693536
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- IEEE Access
- Accession number :
- edsair.doi.dedup.....6b8af638fce8d060f11512ff655efb46