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Article: Sensitivity Studies for Adaptive Coordinated Voltage Control: Scale and Similarity of Contingencies
Title | Sensitivity Studies for Adaptive Coordinated Voltage Control: Scale and Similarity of Contingencies |
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Authors | |
Keywords | Coordinated voltage control Multi-objective optimization Non-dominated solution Voltage instability |
Issue Date | 2017 |
Publisher | Institute of Electrical and Electronics Engineers. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=59 |
Citation | IEEE Transactions on Power Systems, 2017, v. 32 n. 5, p. 3794-3802 How to Cite? |
Abstract | The main framework of a new adaptive coordinated voltage control (ACVC) has been presented and published in our previous paper. ACVC is realized based on knowledge exploration from nondominated solution sets of multiobjective optimization. Knowledge is prepared and accumulated from offline training and online learning processes. This facilitates fast responses. An important basic work is to further study knowledge sensitivity to power system characteristics such that the efficiency of ACVC for various dynamics of power systems can be improved. A comparative study and discussion of power system scale, allocation of control devices, operational point variations, and severity of emergencies are presented in this paper. An improved form of knowledge is also proposed for ACVC based on these discussions. Numerical simulations on the IEEE 39-bus, 118-bus, and 300-bus power systems are performed for comparison and discussion. |
Persistent Identifier | http://hdl.handle.net/10722/264124 |
ISSN | 2023 Impact Factor: 6.5 2023 SCImago Journal Rankings: 3.827 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Ma, H | - |
dc.contributor.author | Hill, DJ | - |
dc.date.accessioned | 2018-10-22T07:49:57Z | - |
dc.date.available | 2018-10-22T07:49:57Z | - |
dc.date.issued | 2017 | - |
dc.identifier.citation | IEEE Transactions on Power Systems, 2017, v. 32 n. 5, p. 3794-3802 | - |
dc.identifier.issn | 0885-8950 | - |
dc.identifier.uri | http://hdl.handle.net/10722/264124 | - |
dc.description.abstract | The main framework of a new adaptive coordinated voltage control (ACVC) has been presented and published in our previous paper. ACVC is realized based on knowledge exploration from nondominated solution sets of multiobjective optimization. Knowledge is prepared and accumulated from offline training and online learning processes. This facilitates fast responses. An important basic work is to further study knowledge sensitivity to power system characteristics such that the efficiency of ACVC for various dynamics of power systems can be improved. A comparative study and discussion of power system scale, allocation of control devices, operational point variations, and severity of emergencies are presented in this paper. An improved form of knowledge is also proposed for ACVC based on these discussions. Numerical simulations on the IEEE 39-bus, 118-bus, and 300-bus power systems are performed for comparison and discussion. | - |
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=59 | - |
dc.relation.ispartof | IEEE Transactions on Power Systems | - |
dc.rights | IEEE Transactions on Power Systems. 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 | Coordinated voltage control | - |
dc.subject | Multi-objective optimization | - |
dc.subject | Non-dominated solution | - |
dc.subject | Voltage instability | - |
dc.title | Sensitivity Studies for Adaptive Coordinated Voltage Control: Scale and Similarity of Contingencies | - |
dc.type | Article | - |
dc.identifier.email | Hill, DJ: dhill@eee.hku.hk | - |
dc.identifier.authority | Hill, DJ=rp01669 | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1109/TPWRS.2017.2653226 | - |
dc.identifier.scopus | eid_2-s2.0-85028848840 | - |
dc.identifier.hkuros | 293560 | - |
dc.identifier.volume | 32 | - |
dc.identifier.issue | 5 | - |
dc.identifier.spage | 3794 | - |
dc.identifier.epage | 3802 | - |
dc.identifier.isi | WOS:000407854900043 | - |
dc.publisher.place | United States | - |
dc.identifier.issnl | 0885-8950 | - |