Residential College | false |
Status | 已發表Published |
Electric Spring for Two-Timescale Coordination Control of Voltage and Reactive Power in Active Distribution Networks | |
Gong, Jianhua; Lao, Keng Weng | |
2024-04-02 | |
Source Publication | IEEE TRANSACTIONS ON POWER DELIVERY |
ISSN | 0885-8977 |
Volume | 39Issue:3Pages:1864-1876 |
Abstract | The electric spring (ES) is an emerging power electronic apparatus that offers flexible and rapid support for voltage regulation and power loss reduction. It outperforms conventional mechanical Var devices with faster response and continuous adjustment. This paper introduces a two-timescale coordination strategy that leverages ESs for Volt-Var control (VVC) in active distribution networks (ADNs). In this model, ESs and legacy devices work together across different timescales to address voltage deviations: legacy devices mitigate slow voltage variations on a long timescale, while ESs provide rapid Var support for stochastic voltage fluctuations on a short timescale. The coordination between these timescales is realized through a two-stage stochastic programming model. Concurrently, to improve computational efficiency, a multi-layer perceptron (MLP) is established to replicate the original nonlinear ES constraint. Consequently, by linearizing MLP, the original non-convex mixed-integer nonlinear optimization model is transformed into a mixed-integer second-order cone programming model, which can be efficiently solved using readily available solvers. Case studies are conducted on the IEEE 33-bus test system. The results demonstrate the effectiveness and benefits of ESs in alleviating voltage violations and enhancing ADN operational efficiency. |
Keyword | Active Distribution Network Data-driven Modeling Electric Spring Mix-integer Second-order Cone Program Volt-var Control |
DOI | 10.1109/TPWRD.2024.3383717 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Engineering |
WOS Subject | Engineering, Electrical & Electronic |
WOS ID | WOS:001230186400047 |
Publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141 |
Scopus ID | 2-s2.0-85190172170 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology THE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU) DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING |
Corresponding Author | Lao, Keng Weng |
Affiliation | State Key Laboratory of Internet of Things for Smart City and Department of Electrical and Computer Engineering, University of Macau, Macau, China |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Gong, Jianhua,Lao, Keng Weng. Electric Spring for Two-Timescale Coordination Control of Voltage and Reactive Power in Active Distribution Networks[J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2024, 39(3), 1864-1876. |
APA | Gong, Jianhua., & Lao, Keng Weng (2024). Electric Spring for Two-Timescale Coordination Control of Voltage and Reactive Power in Active Distribution Networks. IEEE TRANSACTIONS ON POWER DELIVERY, 39(3), 1864-1876. |
MLA | Gong, Jianhua,et al."Electric Spring for Two-Timescale Coordination Control of Voltage and Reactive Power in Active Distribution Networks".IEEE TRANSACTIONS ON POWER DELIVERY 39.3(2024):1864-1876. |
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