Optimization planning of new rural multi-energy distribution network based on fuzzy algorithm
Abstract With the increasing demand for renewable energy in new rural areas, the integration and optimization of multi-energy systems such as wind and photovoltaic have become a key issue in distribution network planning. Existing methods are difficult to cope with the volatility and uncertainty of...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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SpringerOpen
2025-04-01
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| Series: | Energy Informatics |
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| Online Access: | https://doi.org/10.1186/s42162-025-00502-y |
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| _version_ | 1849700095402967040 |
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| author | Huanhuan Ye Qing Wang Yongsheng Xian Bo Wen Yuange Li Siwei Hou |
| author_facet | Huanhuan Ye Qing Wang Yongsheng Xian Bo Wen Yuange Li Siwei Hou |
| author_sort | Huanhuan Ye |
| collection | DOAJ |
| description | Abstract With the increasing demand for renewable energy in new rural areas, the integration and optimization of multi-energy systems such as wind and photovoltaic have become a key issue in distribution network planning. Existing methods are difficult to cope with the volatility and uncertainty of energy sources, resulting in uneven load distribution, high energy loss and low system efficiency. In this paper, the fuzzy algorithm is used to optimize the multi-energy distribution network, and the efficiency of the system is improved by real-time scheduling and load balancing. The results show that the fuzzy algorithm can effectively improve the utilization rate of renewable energy, reduce energy loss, and improve the stability and load matching degree of the system, which provides an optimization scheme for the new rural multi-energy system. |
| format | Article |
| id | doaj-art-234ed2efd0bb4f879a0a40d109b61c30 |
| institution | DOAJ |
| issn | 2520-8942 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Energy Informatics |
| spelling | doaj-art-234ed2efd0bb4f879a0a40d109b61c302025-08-20T03:18:23ZengSpringerOpenEnergy Informatics2520-89422025-04-018112010.1186/s42162-025-00502-yOptimization planning of new rural multi-energy distribution network based on fuzzy algorithmHuanhuan Ye0Qing Wang1Yongsheng Xian2Bo Wen3Yuange Li4Siwei Hou5Guangdong Power Grid Co., Ltd. Heyuan Power Supply BureauGuangdong Power Grid Co., Ltd. Heyuan Power Supply BureauGuangdong Power Grid Co., Ltd. Heyuan Power Supply BureauGuangdong Power Grid Co., Ltd. Heyuan Power Supply BureauGuangdong Power Grid Co., Ltd. Heyuan Power Supply BureauGuangdong Power Grid Co., Ltd. Heyuan Power Supply BureauAbstract With the increasing demand for renewable energy in new rural areas, the integration and optimization of multi-energy systems such as wind and photovoltaic have become a key issue in distribution network planning. Existing methods are difficult to cope with the volatility and uncertainty of energy sources, resulting in uneven load distribution, high energy loss and low system efficiency. In this paper, the fuzzy algorithm is used to optimize the multi-energy distribution network, and the efficiency of the system is improved by real-time scheduling and load balancing. The results show that the fuzzy algorithm can effectively improve the utilization rate of renewable energy, reduce energy loss, and improve the stability and load matching degree of the system, which provides an optimization scheme for the new rural multi-energy system.https://doi.org/10.1186/s42162-025-00502-yFuzzy algorithmThe new countrysideMulti-energy distribution networkGrid optimization |
| spellingShingle | Huanhuan Ye Qing Wang Yongsheng Xian Bo Wen Yuange Li Siwei Hou Optimization planning of new rural multi-energy distribution network based on fuzzy algorithm Energy Informatics Fuzzy algorithm The new countryside Multi-energy distribution network Grid optimization |
| title | Optimization planning of new rural multi-energy distribution network based on fuzzy algorithm |
| title_full | Optimization planning of new rural multi-energy distribution network based on fuzzy algorithm |
| title_fullStr | Optimization planning of new rural multi-energy distribution network based on fuzzy algorithm |
| title_full_unstemmed | Optimization planning of new rural multi-energy distribution network based on fuzzy algorithm |
| title_short | Optimization planning of new rural multi-energy distribution network based on fuzzy algorithm |
| title_sort | optimization planning of new rural multi energy distribution network based on fuzzy algorithm |
| topic | Fuzzy algorithm The new countryside Multi-energy distribution network Grid optimization |
| url | https://doi.org/10.1186/s42162-025-00502-y |
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