Residential College | false |
Status | 已發表Published |
Heterogeneous-decomposition-based coordinated optimisation for integrated transmission and distribution networks considering communication conditions | |
Tang,Kunjie1; Dong,Shufeng1; Ma,Xiang2; Fei,Yongpan2; Song,Yonghua1,3 | |
2020-05-04 | |
Source Publication | IET Generation, Transmission and Distribution |
ISSN | 1751-8687 |
Volume | 14Issue:13Pages:2558-2565 |
Abstract | An asynchronous heterogeneous decomposition (async-HGD) algorithm for integrated transmission and distribution networks coordinated optimisation considering communication conditions is proposed. Compared with traditional synchronous HGD (sync-HGD), a partial synchronisation mechanism is introduced instead of the full synchronisation to alleviate the influence of communication delays. Under this mechanism, the transmission system operator does not need to wait for the slowest distribution system operator to complete its subproblem and update boundary parameters before the next iteration can proceed. Also, a bounded delay is introduced under this mechanism to ensure sufficient freshness of all the updates. Further, the previous value strategy (PVS) and linear regression strategy (LVS) are applied to handle non-instantaneous interruptions in the communication networks as an improvement of the async-HGD. Numerical experiments show that considering communication delays in the actual operation; the async-HGD takes less time to converge compared with the sync-HGD under appropriate settings. In addition, PVS and LVS can both enhance the robustness of the overall algorithm by achieving approximate solutions, and the LVS can achieve more accurate results compared with the PVS. |
DOI | 10.1049/iet-gtd.2019.1772 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Engineering |
WOS Subject | Engineering, Electrical & Electronic |
WOS ID | WOS:000565487600015 |
Publisher | Institution of Engineering and Technology |
Scopus ID | 2-s2.0-85086450998 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | THE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU) Faculty of Science and Technology |
Corresponding Author | Dong,Shufeng |
Affiliation | 1.College of Electrical Engineering,Zhejiang University,Hangzhou,China 2.State Grid Jinhua Power Supply Company,Jinhua,China 3.State Key Laboratory of Internet of Things for Smart City,University of Macau,Macao |
Recommended Citation GB/T 7714 | Tang,Kunjie,Dong,Shufeng,Ma,Xiang,et al. Heterogeneous-decomposition-based coordinated optimisation for integrated transmission and distribution networks considering communication conditions[J]. IET Generation, Transmission and Distribution, 2020, 14(13), 2558-2565. |
APA | Tang,Kunjie., Dong,Shufeng., Ma,Xiang., Fei,Yongpan., & Song,Yonghua (2020). Heterogeneous-decomposition-based coordinated optimisation for integrated transmission and distribution networks considering communication conditions. IET Generation, Transmission and Distribution, 14(13), 2558-2565. |
MLA | Tang,Kunjie,et al."Heterogeneous-decomposition-based coordinated optimisation for integrated transmission and distribution networks considering communication conditions".IET Generation, Transmission and Distribution 14.13(2020):2558-2565. |
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