Research on Key Factors Affecting Power Supply and Demand Trend Based on Complex Correlation
The market behaviors of the supply and demand sides in the power market are the issues that market participants, operators and regulators are most concerned about. This article starts from the two dimensions of power generation market behavior and demand market behaviour, analyzes the impact of powe...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2020-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/25/e3sconf_caes2020_06022.pdf |
| _version_ | 1818606366056513536 |
|---|---|
| author | Liu Dunnan Ge Rui Li Pengfei Li Hua Shi Shanzhe Li Shilin Han Jinshan |
| author_facet | Liu Dunnan Ge Rui Li Pengfei Li Hua Shi Shanzhe Li Shilin Han Jinshan |
| author_sort | Liu Dunnan |
| collection | DOAJ |
| description | The market behaviors of the supply and demand sides in the power market are the issues that market participants, operators and regulators are most concerned about. This article starts from the two dimensions of power generation market behavior and demand market behaviour, analyzes the impact of power transaction behavior on supply and demand trend changes, and then studies the function of big data technology in correlation analysis. The qualitative data is converted into quantitative data, and then gray rule analysis and correlation coefficient analysis are used to mine association rules. The results show that demand response is the key factor that affects the change of load trend. |
| first_indexed | 2024-12-16T14:09:42Z |
| format | Article |
| id | doaj.art-31427c389ef14ddba108bd0443f207a8 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-12-16T14:09:42Z |
| publishDate | 2020-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-31427c389ef14ddba108bd0443f207a82022-12-21T22:28:48ZengEDP SciencesE3S Web of Conferences2267-12422020-01-011650602210.1051/e3sconf/202016506022e3sconf_caes2020_06022Research on Key Factors Affecting Power Supply and Demand Trend Based on Complex CorrelationLiu Dunnan0Ge Rui1Li Pengfei2Li Hua3Shi Shanzhe4Li Shilin5Han Jinshan6North China Electric Power UniversityState Power Dispatch Control CenterNorth China Electric Power UniversityNorth China Electric Power UniversityState Grid Electric Power co., LTD. In Hebei ProvinceState Grid Electric Power co., LTD. In Hebei ProvinceNorth China Electric Power UniversityThe market behaviors of the supply and demand sides in the power market are the issues that market participants, operators and regulators are most concerned about. This article starts from the two dimensions of power generation market behavior and demand market behaviour, analyzes the impact of power transaction behavior on supply and demand trend changes, and then studies the function of big data technology in correlation analysis. The qualitative data is converted into quantitative data, and then gray rule analysis and correlation coefficient analysis are used to mine association rules. The results show that demand response is the key factor that affects the change of load trend.https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/25/e3sconf_caes2020_06022.pdf |
| spellingShingle | Liu Dunnan Ge Rui Li Pengfei Li Hua Shi Shanzhe Li Shilin Han Jinshan Research on Key Factors Affecting Power Supply and Demand Trend Based on Complex Correlation E3S Web of Conferences |
| title | Research on Key Factors Affecting Power Supply and Demand Trend Based on Complex Correlation |
| title_full | Research on Key Factors Affecting Power Supply and Demand Trend Based on Complex Correlation |
| title_fullStr | Research on Key Factors Affecting Power Supply and Demand Trend Based on Complex Correlation |
| title_full_unstemmed | Research on Key Factors Affecting Power Supply and Demand Trend Based on Complex Correlation |
| title_short | Research on Key Factors Affecting Power Supply and Demand Trend Based on Complex Correlation |
| title_sort | research on key factors affecting power supply and demand trend based on complex correlation |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/25/e3sconf_caes2020_06022.pdf |
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