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Exploiting demand-side heterogeneous flexible resources in risk management of power system frequency
Yao, Yu1; Song, Yong Hua2; Ye, Cheng Jin1; Ding, Yi1; Zhao, Yu Ming3
2024-05
Source PublicationSCIENCE CHINA-TECHNOLOGICAL SCIENCES
ISSN1674-7321
Volume67Issue:5Pages:16120-1627
Abstract

More demand-side flexible resources (DFRs) are participating in the frequency regulation of renewable power systems, whose heterogeneous characteristics have a significant impact on the system frequency response. Consequently, selecting suitable DFRs poses a formidable challenge for independent system operators (ISO). In this paper, a reserve allocation methodology for heterogeneous DFRs is proposed to manage the risk of power system frequency. Firstly, a performance curve is developed to describe the cost, capacity, and response speed of DFRs. Moreover, a clustering method for multiple distributed DFRs is conducted to calculate the aggregated performance curves and uncertainty coefficients. Then, the frequency security criterion considering DFRs’ performance is constructed, whose linearity makes it can be easily coupled into the system scheduling model and solved. Furthermore, a risk management model for DFRs considering frequency-chance-constraint is proposed to make a trade-off between cost and frequency security. Finally, the model is transformed into mixed integer second-order cone programming (MISOCP) and solved by the commercial solver. The proposed model is validated by the IEEE 30 and IEEE 118 bus systems.

KeywordAggregation Method Demand-side Heterogenous Flexible Resources Mixed Integer Second-order Cone Programming Performance Curve Risk Management Of Power System Frequency
DOI10.1007/s11431-023-2548-3
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering ; Materials Science
WOS SubjectEngineering, Multidisciplinary ; Materials Science, Multidisciplinary
WOS IDWOS:001205180300001
PublisherSCIENCE PRESS, 16 DONGHUANGCHENGGEN NORTH ST, BEIJING 100717, PEOPLES R CHINA
Scopus ID2-s2.0-85190790683
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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
RECTOR'S OFFICE
Corresponding AuthorYe, Cheng Jin
Affiliation1.College of Electrical Engineering, Zhejiang University, Hangzhou, 310027, China
2.State Key Laboratory of Internet of Things for Smart City, University of Macau, 519000, Macao
3.Shenzhen Power Supply Bureau Co., Ltd., Shenzhen, 518051, China
Recommended Citation
GB/T 7714
Yao, Yu,Song, Yong Hua,Ye, Cheng Jin,et al. Exploiting demand-side heterogeneous flexible resources in risk management of power system frequency[J]. SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2024, 67(5), 16120-1627.
APA Yao, Yu., Song, Yong Hua., Ye, Cheng Jin., Ding, Yi., & Zhao, Yu Ming (2024). Exploiting demand-side heterogeneous flexible resources in risk management of power system frequency. SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 67(5), 16120-1627.
MLA Yao, Yu,et al."Exploiting demand-side heterogeneous flexible resources in risk management of power system frequency".SCIENCE CHINA-TECHNOLOGICAL SCIENCES 67.5(2024):16120-1627.
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