A new meta-heuristic for economic dispatch of integrated energy system with multi-type energy storages
Dispatch optimization of the integrated energy system with multi-type energy storages, as an essential issue to optimum energy management, is a high-dimensional complex nonlinear problem with time-series constraints. To overcome the problem, a new meta-heuristic method is presented in this paper. Th...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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EDP Sciences
2021-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/09/e3sconf_iaecst20_01026.pdf |
| _version_ | 1828965061738102784 |
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| author | Liang Tao Yin Xiaodong Ge Qun |
| author_facet | Liang Tao Yin Xiaodong Ge Qun |
| author_sort | Liang Tao |
| collection | DOAJ |
| description | Dispatch optimization of the integrated energy system with multi-type energy storages, as an essential issue to optimum energy management, is a high-dimensional complex nonlinear problem with time-series constraints. To overcome the problem, a new meta-heuristic method is presented in this paper. The proposed method introduces several heuristic rules, called as maximum storage utilization heuristic rules, and embeds them into an adaptive GA to improve the quality of initial feasible solutions and new solutions in each iteration. In contrast to existing methods, the new method guarantees the convergence to an optimal solution with low computational cost. Simulation results indicate that the proposed method provides excellent performance in solving economic dispatch of integrated energy system with multi-type energy storages. |
| first_indexed | 2024-12-14T11:03:20Z |
| format | Article |
| id | doaj.art-53b3425fc3c14939a50fa64e67a428b8 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-12-14T11:03:20Z |
| publishDate | 2021-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-53b3425fc3c14939a50fa64e67a428b82022-12-21T23:04:38ZengEDP SciencesE3S Web of Conferences2267-12422021-01-012330102610.1051/e3sconf/202123301026e3sconf_iaecst20_01026A new meta-heuristic for economic dispatch of integrated energy system with multi-type energy storagesLiang Tao0Yin Xiaodong1Ge Qun2Shandong Electric Power Engineering Consulting Institute Corp., Ltd.Shandong Electric Power Engineering Consulting Institute Corp., Ltd.Shandong Electric Power Engineering Consulting Institute Corp., Ltd.Dispatch optimization of the integrated energy system with multi-type energy storages, as an essential issue to optimum energy management, is a high-dimensional complex nonlinear problem with time-series constraints. To overcome the problem, a new meta-heuristic method is presented in this paper. The proposed method introduces several heuristic rules, called as maximum storage utilization heuristic rules, and embeds them into an adaptive GA to improve the quality of initial feasible solutions and new solutions in each iteration. In contrast to existing methods, the new method guarantees the convergence to an optimal solution with low computational cost. Simulation results indicate that the proposed method provides excellent performance in solving economic dispatch of integrated energy system with multi-type energy storages.https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/09/e3sconf_iaecst20_01026.pdf |
| spellingShingle | Liang Tao Yin Xiaodong Ge Qun A new meta-heuristic for economic dispatch of integrated energy system with multi-type energy storages E3S Web of Conferences |
| title | A new meta-heuristic for economic dispatch of integrated energy system with multi-type energy storages |
| title_full | A new meta-heuristic for economic dispatch of integrated energy system with multi-type energy storages |
| title_fullStr | A new meta-heuristic for economic dispatch of integrated energy system with multi-type energy storages |
| title_full_unstemmed | A new meta-heuristic for economic dispatch of integrated energy system with multi-type energy storages |
| title_short | A new meta-heuristic for economic dispatch of integrated energy system with multi-type energy storages |
| title_sort | new meta heuristic for economic dispatch of integrated energy system with multi type energy storages |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/09/e3sconf_iaecst20_01026.pdf |
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