Two-stage robust planning for wind power-photovoltaic-thermal power-pumped storage-battery hybrid system
With the rapid growth of wind power-photovoltaic grid-connected penetration, the uncertainty of the power system increases dramatically. Aiming at the impact of large-scale grid-connected wind power-photovoltaic on power grid planning, this paper constructs a two-stage robust planning model for the...
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| Format: | Article |
| Language: | zho |
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Harbin Jinhe Electrical Measurement & Instrumentation Magazine Publishing Co., Ltd.
2025-05-01
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| Series: | Diance yu yibiao |
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| Online Access: | http://www.emijournal.net/dcyyben/ch/reader/create_pdf.aspx?file_no=20220707002&flag=1&journal_id=dcyyben&year_id=2025 |
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| author | LUO Yuanxiang FAN Lidong WANG Yuhang LIU Cheng JIAO Yinghe WANG Yunlong |
| author_facet | LUO Yuanxiang FAN Lidong WANG Yuhang LIU Cheng JIAO Yinghe WANG Yunlong |
| author_sort | LUO Yuanxiang |
| collection | DOAJ |
| description | With the rapid growth of wind power-photovoltaic grid-connected penetration, the uncertainty of the power system increases dramatically. Aiming at the impact of large-scale grid-connected wind power-photovoltaic on power grid planning, this paper constructs a two-stage robust planning model for the wind power-photovoltaic-thermal power-pumped storage-battery hybrid system, and introduces uncertain adjustment parameters to reduce the conservatism of the model. In the first stage, the capacity configuration of the hybrid system is aiming at minimizing the sum of investment cost and operation and maintenance cost. In the second stage, under a given capacity configuration, the optimal scheduling scheme is determined by constructing an uncertain set of wind power-photovoltaic output, aiming at minimizing the sum of environmental cost and cost of wind power-photovoltaic abandonment. According to the characteristics of the robust planning model, the column and constraint generation algorithm (C&CG) and strong pairwise theory are used to decompose the original problem into a major problem and sub-problem with mixed-integer linear characteristics to solve. The improved IEEE30-node system is followed to analyze the economics of the planning scheme under different conservative degrees, and the validity of the proposed model is verified. |
| format | Article |
| id | doaj-art-a6d381cbdbe742f7bd200750fe1236c0 |
| institution | Kabale University |
| issn | 1001-1390 |
| language | zho |
| publishDate | 2025-05-01 |
| publisher | Harbin Jinhe Electrical Measurement & Instrumentation Magazine Publishing Co., Ltd. |
| record_format | Article |
| series | Diance yu yibiao |
| spelling | doaj-art-a6d381cbdbe742f7bd200750fe1236c02025-08-20T03:25:00ZzhoHarbin Jinhe Electrical Measurement & Instrumentation Magazine Publishing Co., Ltd.Diance yu yibiao1001-13902025-05-0162514915710.19753/j.issn1001-1390.2025.05.0181001-1390(2025)05-0149-09Two-stage robust planning for wind power-photovoltaic-thermal power-pumped storage-battery hybrid systemLUO Yuanxiang0FAN Lidong1WANG Yuhang2LIU Cheng3JIAO Yinghe4WANG Yunlong5School of Electrical Engineering, Northeast Electric Power University, Jilin 132012, Jilin, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, Jilin, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, Jilin, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, Jilin, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, Jilin, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, Jilin, ChinaWith the rapid growth of wind power-photovoltaic grid-connected penetration, the uncertainty of the power system increases dramatically. Aiming at the impact of large-scale grid-connected wind power-photovoltaic on power grid planning, this paper constructs a two-stage robust planning model for the wind power-photovoltaic-thermal power-pumped storage-battery hybrid system, and introduces uncertain adjustment parameters to reduce the conservatism of the model. In the first stage, the capacity configuration of the hybrid system is aiming at minimizing the sum of investment cost and operation and maintenance cost. In the second stage, under a given capacity configuration, the optimal scheduling scheme is determined by constructing an uncertain set of wind power-photovoltaic output, aiming at minimizing the sum of environmental cost and cost of wind power-photovoltaic abandonment. According to the characteristics of the robust planning model, the column and constraint generation algorithm (C&CG) and strong pairwise theory are used to decompose the original problem into a major problem and sub-problem with mixed-integer linear characteristics to solve. The improved IEEE30-node system is followed to analyze the economics of the planning scheme under different conservative degrees, and the validity of the proposed model is verified.http://www.emijournal.net/dcyyben/ch/reader/create_pdf.aspx?file_no=20220707002&flag=1&journal_id=dcyyben&year_id=2025two-stage robust optimizationuncertain adjustment parameterswind and photovoltaic power consumptionenvironmental costcolumn and constraint generation algorithm |
| spellingShingle | LUO Yuanxiang FAN Lidong WANG Yuhang LIU Cheng JIAO Yinghe WANG Yunlong Two-stage robust planning for wind power-photovoltaic-thermal power-pumped storage-battery hybrid system Diance yu yibiao two-stage robust optimization uncertain adjustment parameters wind and photovoltaic power consumption environmental cost column and constraint generation algorithm |
| title | Two-stage robust planning for wind power-photovoltaic-thermal power-pumped storage-battery hybrid system |
| title_full | Two-stage robust planning for wind power-photovoltaic-thermal power-pumped storage-battery hybrid system |
| title_fullStr | Two-stage robust planning for wind power-photovoltaic-thermal power-pumped storage-battery hybrid system |
| title_full_unstemmed | Two-stage robust planning for wind power-photovoltaic-thermal power-pumped storage-battery hybrid system |
| title_short | Two-stage robust planning for wind power-photovoltaic-thermal power-pumped storage-battery hybrid system |
| title_sort | two stage robust planning for wind power photovoltaic thermal power pumped storage battery hybrid system |
| topic | two-stage robust optimization uncertain adjustment parameters wind and photovoltaic power consumption environmental cost column and constraint generation algorithm |
| url | http://www.emijournal.net/dcyyben/ch/reader/create_pdf.aspx?file_no=20220707002&flag=1&journal_id=dcyyben&year_id=2025 |
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