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Coordinated optimization of power-communication coupling networks for dispatching large-scale flexible loads to provide operating reserve
Ma, Liya1,2; Hui, Hongxun1,2; Wang, Sheng1,2; Song, Yonghua1,2
2024-04-01
Source PublicationApplied Energy
ISSN0306-2619
Volume359Pages:122705
Abstract

Increasing renewable energies bring more fluctuating power outputs, and make operating reserve become more important for maintaining the system balance. Regulating flexible loads to provide operating reserve has been widely accepted as a promising alternative, while the communication network will face enormous challenges due to the frequent data transmission and explosive data volume of large-scale distributed loads. To address this issue, this paper proposes a coordinated optimization framework of power-communication coupling networks for dispatching large-scale flexible loads to provide operating reserve. A power-communication equivalent model is established to couple the regulation power and transmitted data from flexible loads. The data nodes and branches in the communication network are formulated equivalently with power nodes and branches in the power network. On this basis, considering spatially and temporally dynamic power-communication coupling networks, the power flow and communication flow are coordinately optimized to minimize the regulation costs and communication costs. The proposed scheme is validated based on the 5-bus and 118-bus power-communication coupling networks. Numerical results illustrate that the coordinated optimization framework reallocates operating reserve capacities and decreases the regulation cost of power-communication coupling networks.

KeywordCoordinated Optimization Flexible Loads Operating Reserve Power-communication Coupling Networks
DOI10.1016/j.apenergy.2024.122705
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEnergy & Fuels ; Engineering
WOS SubjectEnergy & Fuels ; Engineering, Chemical
WOS IDWOS:001174916200001
PublisherELSEVIER SCI LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, OXON, ENGLAND
Scopus ID2-s2.0-85183529143
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Citation statistics
Document TypeJournal article
CollectionTHE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU)
Faculty of Science and Technology
Corresponding AuthorHui, Hongxun
Affiliation1.State Key Laboratory of Internet of Things for Smart City, Macao, University of Macau, 999078, China
2.Department of Electrical and Computer Engineering, Macao, University of Macau, 999078, China
First Author AffilicationUniversity of Macau
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Ma, Liya,Hui, Hongxun,Wang, Sheng,et al. Coordinated optimization of power-communication coupling networks for dispatching large-scale flexible loads to provide operating reserve[J]. Applied Energy, 2024, 359, 122705.
APA Ma, Liya., Hui, Hongxun., Wang, Sheng., & Song, Yonghua (2024). Coordinated optimization of power-communication coupling networks for dispatching large-scale flexible loads to provide operating reserve. Applied Energy, 359, 122705.
MLA Ma, Liya,et al."Coordinated optimization of power-communication coupling networks for dispatching large-scale flexible loads to provide operating reserve".Applied Energy 359(2024):122705.
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