A Multi-Objective Allocation Approach for Power Quality Monitoring Devices
With the inception of smart grids and the increased integration of renewable resources, the continuous monitoring of power systems becomes increasingly important to monitor power quality (PQ) and speed up the localization of faults. The optimal allocation of PQ monitoring devices to achieve 100% obs...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , |
| Format: | article |
| Published: |
2019
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/11073/16600 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1864513436665249792 |
|---|---|
| author | Shaaban, Mostafa |
| author2 | Osman, Ahmed Aseeri, Fatema Mahmood |
| author2_role | author author |
| author_facet | Shaaban, Mostafa Osman, Ahmed Aseeri, Fatema Mahmood |
| author_role | author |
| dc.creator.none.fl_str_mv | Shaaban, Mostafa Osman, Ahmed Aseeri, Fatema Mahmood |
| dc.date.none.fl_str_mv | 2019 2020-02-16T09:07:32Z 2020-02-16T09:07:32Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | M. F. Shaaban, A. H. Osman and F. M. Aseeri, "A Multi-Objective Allocation Approach for Power Quality Monitoring Devices," in IEEE Access, vol. 7, pp. 40866-40877, 2019. 2169-3536 http://hdl.handle.net/11073/16600 10.1109/ACCESS.2019.2906269 |
| dc.language.none.fl_str_mv | en_US |
| dc.publisher.none.fl_str_mv | IEEE Xplore Digital Library |
| dc.relation.none.fl_str_mv | https://doi.org/10.1109/ACCESS.2019.2906269 |
| dc.subject.none.fl_str_mv | Multi-objective optimization Power quality monitoring System observability |
| dc.title.none.fl_str_mv | A Multi-Objective Allocation Approach for Power Quality Monitoring Devices |
| dc.type.none.fl_str_mv | Peer-Reviewed Published version info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | With the inception of smart grids and the increased integration of renewable resources, the continuous monitoring of power systems becomes increasingly important to monitor power quality (PQ) and speed up the localization of faults. The optimal allocation of PQ monitoring devices to achieve 100% observability is one of the most important design problems that face the planning of any power system. However, for smart distribution networks (SDNs), the cost of achieving 100% observability is exorbitant. Therefore, for cost-effective monitoring, the SDN planers can sacrifice a percentage of the system observability. To that end, this paper proposes a multi-objective optimization approach for allocating the PQ monitoring devices with the aim of minimizing two conflicting objectives, namely, the cost and the loss of observability in the system. The proposed approach utilizes branch-and-reduce-based nonlinear programming global solver that minimizes both objectives. The analysis is first carried out for balanced systems and later extended to unbalanced systems. To validate the performance of the proposed approach, it is applied to different standard systems. The obtained results prove the effectiveness of the proposed approach. |
| format | article |
| id | aus_60baa6b53ef3dad4a0c3b9845735eeab |
| identifier_str_mv | M. F. Shaaban, A. H. Osman and F. M. Aseeri, "A Multi-Objective Allocation Approach for Power Quality Monitoring Devices," in IEEE Access, vol. 7, pp. 40866-40877, 2019. 2169-3536 10.1109/ACCESS.2019.2906269 |
| language_invalid_str_mv | en_US |
| network_acronym_str | aus |
| network_name_str | aus |
| oai_identifier_str | oai:repository.aus.edu:11073/16600 |
| publishDate | 2019 |
| publisher.none.fl_str_mv | IEEE Xplore Digital Library |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | A Multi-Objective Allocation Approach for Power Quality Monitoring DevicesShaaban, MostafaOsman, AhmedAseeri, Fatema MahmoodMulti-objective optimizationPower quality monitoringSystem observabilityWith the inception of smart grids and the increased integration of renewable resources, the continuous monitoring of power systems becomes increasingly important to monitor power quality (PQ) and speed up the localization of faults. The optimal allocation of PQ monitoring devices to achieve 100% observability is one of the most important design problems that face the planning of any power system. However, for smart distribution networks (SDNs), the cost of achieving 100% observability is exorbitant. Therefore, for cost-effective monitoring, the SDN planers can sacrifice a percentage of the system observability. To that end, this paper proposes a multi-objective optimization approach for allocating the PQ monitoring devices with the aim of minimizing two conflicting objectives, namely, the cost and the loss of observability in the system. The proposed approach utilizes branch-and-reduce-based nonlinear programming global solver that minimizes both objectives. The analysis is first carried out for balanced systems and later extended to unbalanced systems. To validate the performance of the proposed approach, it is applied to different standard systems. The obtained results prove the effectiveness of the proposed approach.IEEE Xplore Digital Library2020-02-16T09:07:32Z2020-02-16T09:07:32Z2019Peer-ReviewedPublished versioninfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfM. F. Shaaban, A. H. Osman and F. M. Aseeri, "A Multi-Objective Allocation Approach for Power Quality Monitoring Devices," in IEEE Access, vol. 7, pp. 40866-40877, 2019.2169-3536http://hdl.handle.net/11073/1660010.1109/ACCESS.2019.2906269en_UShttps://doi.org/10.1109/ACCESS.2019.2906269oai:repository.aus.edu:11073/166002024-08-22T12:18:16Z |
| spellingShingle | A Multi-Objective Allocation Approach for Power Quality Monitoring Devices Shaaban, Mostafa Multi-objective optimization Power quality monitoring System observability |
| status_str | publishedVersion |
| title | A Multi-Objective Allocation Approach for Power Quality Monitoring Devices |
| title_full | A Multi-Objective Allocation Approach for Power Quality Monitoring Devices |
| title_fullStr | A Multi-Objective Allocation Approach for Power Quality Monitoring Devices |
| title_full_unstemmed | A Multi-Objective Allocation Approach for Power Quality Monitoring Devices |
| title_short | A Multi-Objective Allocation Approach for Power Quality Monitoring Devices |
| title_sort | A Multi-Objective Allocation Approach for Power Quality Monitoring Devices |
| topic | Multi-objective optimization Power quality monitoring System observability |
| url | http://hdl.handle.net/11073/16600 |