Optimization of cable connection layout of unattended AC/DC joint construction station based on INFO algorithm
Abstract In order to improve the comprehensive evaluation performance of the optimization of cable connection layout for unattended AC and DC joint construction stations, and avoid falling into local optimal solutions in the optimization process. An optimization method based on INFO algorithm for ca...
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-05-01
|
| Series: | Discover Applied Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s42452-025-07005-1 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849309723683192832 |
|---|---|
| author | Long Hu Zhiwei Yu Minxin Liang Xiaoying Chen Lixia Chen Guohui Huang |
| author_facet | Long Hu Zhiwei Yu Minxin Liang Xiaoying Chen Lixia Chen Guohui Huang |
| author_sort | Long Hu |
| collection | DOAJ |
| description | Abstract In order to improve the comprehensive evaluation performance of the optimization of cable connection layout for unattended AC and DC joint construction stations, and avoid falling into local optimal solutions in the optimization process. An optimization method based on INFO algorithm for cable connection layout of unattended AC-DC joint construction station is studied. The cable topology of the unattended AC/DC combination station is built according to the cable connection principle of an unattended AC/DC combination station. The INFO method is an effective means for optimizing the cable connection layout of unmanned AC/DC co construction stations. It is a population-based optimization algorithm that performs search optimization by calculating the weighted average of vectors. Based on the cable connection principle of the unattended AC/DC common station, the cable topology is constructed, and the optimization model is established with the objective function of minimizing the total cost of laying cables, and the constraints that the cable laying capacity is smaller than the channel capacity. Using the INFO algorithm, the feasible solutions of the model are formed into a search domain and solved, and finally the optimal cable connection layout results are output. The experimental results show that the channel capacity occupancy rate is significantly reduced, and the cable material reduction is more than 10% by using this method to optimize the cable connection layout of the unattended AC/DC composite station. It effectively improves the comprehensive evaluation performance of the cable connection layout and provides strong support for the stable operation of the power system and the construction of smart grid. |
| format | Article |
| id | doaj-art-684b4c4bfc4448a296781ff510d5491e |
| institution | Kabale University |
| issn | 3004-9261 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | Springer |
| record_format | Article |
| series | Discover Applied Sciences |
| spelling | doaj-art-684b4c4bfc4448a296781ff510d5491e2025-08-20T03:53:58ZengSpringerDiscover Applied Sciences3004-92612025-05-017611410.1007/s42452-025-07005-1Optimization of cable connection layout of unattended AC/DC joint construction station based on INFO algorithmLong Hu0Zhiwei Yu1Minxin Liang2Xiaoying Chen3Lixia Chen4Guohui Huang5Guangzhou Power Supply Bureau of Guangdong Power Grid Co., LtdGuangzhou Power Supply Bureau of Guangdong Power Grid Co., LtdGuangzhou Power Supply Bureau of Guangdong Power Grid Co., LtdGuangzhou Power Supply Bureau of Guangdong Power Grid Co., LtdGuangzhou Power Supply Bureau of Guangdong Power Grid Co., LtdGuangzhou Power Supply Bureau of Guangdong Power Grid Co., LtdAbstract In order to improve the comprehensive evaluation performance of the optimization of cable connection layout for unattended AC and DC joint construction stations, and avoid falling into local optimal solutions in the optimization process. An optimization method based on INFO algorithm for cable connection layout of unattended AC-DC joint construction station is studied. The cable topology of the unattended AC/DC combination station is built according to the cable connection principle of an unattended AC/DC combination station. The INFO method is an effective means for optimizing the cable connection layout of unmanned AC/DC co construction stations. It is a population-based optimization algorithm that performs search optimization by calculating the weighted average of vectors. Based on the cable connection principle of the unattended AC/DC common station, the cable topology is constructed, and the optimization model is established with the objective function of minimizing the total cost of laying cables, and the constraints that the cable laying capacity is smaller than the channel capacity. Using the INFO algorithm, the feasible solutions of the model are formed into a search domain and solved, and finally the optimal cable connection layout results are output. The experimental results show that the channel capacity occupancy rate is significantly reduced, and the cable material reduction is more than 10% by using this method to optimize the cable connection layout of the unattended AC/DC composite station. It effectively improves the comprehensive evaluation performance of the cable connection layout and provides strong support for the stable operation of the power system and the construction of smart grid.https://doi.org/10.1007/s42452-025-07005-1INFO algorithmUnattendedAC and DCJoint construction stationCable connectionLayout optimization |
| spellingShingle | Long Hu Zhiwei Yu Minxin Liang Xiaoying Chen Lixia Chen Guohui Huang Optimization of cable connection layout of unattended AC/DC joint construction station based on INFO algorithm Discover Applied Sciences INFO algorithm Unattended AC and DC Joint construction station Cable connection Layout optimization |
| title | Optimization of cable connection layout of unattended AC/DC joint construction station based on INFO algorithm |
| title_full | Optimization of cable connection layout of unattended AC/DC joint construction station based on INFO algorithm |
| title_fullStr | Optimization of cable connection layout of unattended AC/DC joint construction station based on INFO algorithm |
| title_full_unstemmed | Optimization of cable connection layout of unattended AC/DC joint construction station based on INFO algorithm |
| title_short | Optimization of cable connection layout of unattended AC/DC joint construction station based on INFO algorithm |
| title_sort | optimization of cable connection layout of unattended ac dc joint construction station based on info algorithm |
| topic | INFO algorithm Unattended AC and DC Joint construction station Cable connection Layout optimization |
| url | https://doi.org/10.1007/s42452-025-07005-1 |
| work_keys_str_mv | AT longhu optimizationofcableconnectionlayoutofunattendedacdcjointconstructionstationbasedoninfoalgorithm AT zhiweiyu optimizationofcableconnectionlayoutofunattendedacdcjointconstructionstationbasedoninfoalgorithm AT minxinliang optimizationofcableconnectionlayoutofunattendedacdcjointconstructionstationbasedoninfoalgorithm AT xiaoyingchen optimizationofcableconnectionlayoutofunattendedacdcjointconstructionstationbasedoninfoalgorithm AT lixiachen optimizationofcableconnectionlayoutofunattendedacdcjointconstructionstationbasedoninfoalgorithm AT guohuihuang optimizationofcableconnectionlayoutofunattendedacdcjointconstructionstationbasedoninfoalgorithm |