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Article: Hierarchical optimal allocation of battery energy storage systems for multiple services in distribution systems
Title | Hierarchical optimal allocation of battery energy storage systems for multiple services in distribution systems |
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Authors | |
Keywords | Resource management Batteries Mathematical model Voltage control Indexes |
Issue Date | 2020 |
Publisher | Institute of Electrical and Electronics Engineers. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=5165391 |
Citation | IEEE Transactions on Sustainable Energy, 2020, v. 11 n. 3, p. 1911-1921 How to Cite? |
Abstract | This paper addresses the optimal allocation of battery energy storage systems (BESS) in radial distribution systems for bus voltage regulation and energy cost reduction. A hierarchical planning model is proposed to obtain the optimal configuration (number, locations, and sizes) of BESS. The three interacting levels in the proposed model are: (1) determination of the optimal BESS number; (2) use of a heuristic strategy based on voltage sensitivity analysis to select the most effective locations for a given BESS number in the network; and (3) sizing the BESS capacity to realize optimal operation objectives. The final BESS configuration is selected based on minimization of total life cycle cost, which takes into account the investment cost, residual value of BESS, and system operation cost. The voltage regulation objectives are modeled as constraints. The proposed method reduces computational burden significantly and provides a comprehensive sensitivity analysis and locate the most effective buses to mitigate voltage violation. The effectiveness of this optimal allocation method was demonstrated for a modified IEEE 15-bus and IEEE 69-bus distribution network. |
Persistent Identifier | http://hdl.handle.net/10722/284825 |
ISSN | 2023 Impact Factor: 8.6 2023 SCImago Journal Rankings: 4.364 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Zheng, Y | - |
dc.contributor.author | Song, Y | - |
dc.contributor.author | Huang, A | - |
dc.contributor.author | Hill, DJ | - |
dc.date.accessioned | 2020-08-07T09:03:06Z | - |
dc.date.available | 2020-08-07T09:03:06Z | - |
dc.date.issued | 2020 | - |
dc.identifier.citation | IEEE Transactions on Sustainable Energy, 2020, v. 11 n. 3, p. 1911-1921 | - |
dc.identifier.issn | 1949-3029 | - |
dc.identifier.uri | http://hdl.handle.net/10722/284825 | - |
dc.description.abstract | This paper addresses the optimal allocation of battery energy storage systems (BESS) in radial distribution systems for bus voltage regulation and energy cost reduction. A hierarchical planning model is proposed to obtain the optimal configuration (number, locations, and sizes) of BESS. The three interacting levels in the proposed model are: (1) determination of the optimal BESS number; (2) use of a heuristic strategy based on voltage sensitivity analysis to select the most effective locations for a given BESS number in the network; and (3) sizing the BESS capacity to realize optimal operation objectives. The final BESS configuration is selected based on minimization of total life cycle cost, which takes into account the investment cost, residual value of BESS, and system operation cost. The voltage regulation objectives are modeled as constraints. The proposed method reduces computational burden significantly and provides a comprehensive sensitivity analysis and locate the most effective buses to mitigate voltage violation. The effectiveness of this optimal allocation method was demonstrated for a modified IEEE 15-bus and IEEE 69-bus distribution network. | - |
dc.language | eng | - |
dc.publisher | Institute of Electrical and Electronics Engineers. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=5165391 | - |
dc.relation.ispartof | IEEE Transactions on Sustainable Energy | - |
dc.rights | IEEE Transactions on Sustainable Energy. Copyright © Institute of Electrical and Electronics Engineers. | - |
dc.rights | ©20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | - |
dc.subject | Resource management | - |
dc.subject | Batteries | - |
dc.subject | Mathematical model | - |
dc.subject | Voltage control | - |
dc.subject | Indexes | - |
dc.title | Hierarchical optimal allocation of battery energy storage systems for multiple services in distribution systems | - |
dc.type | Article | - |
dc.identifier.email | Song, Y: songyue@hku.hk | - |
dc.identifier.email | Hill, DJ: dhill@eee.hku.hk | - |
dc.identifier.authority | Song, Y=rp02676 | - |
dc.identifier.authority | Hill, DJ=rp01669 | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1109/TSTE.2019.2946371 | - |
dc.identifier.scopus | eid_2-s2.0-85087445248 | - |
dc.identifier.hkuros | 312572 | - |
dc.identifier.volume | 11 | - |
dc.identifier.issue | 3 | - |
dc.identifier.spage | 1911 | - |
dc.identifier.epage | 1921 | - |
dc.identifier.isi | WOS:000544925300071 | - |
dc.publisher.place | United States | - |
dc.identifier.issnl | 1949-3029 | - |