Cross Provincial and Cross Regional Spot Market Clearance Model Considering Total Output Control based on Big Data Analysis Technology
- DOI
- 10.2991/978-2-38476-346-7_22How to use a DOI?
- Keywords
- spot market clearance model; big data analysis technology; Electricity Across
- Abstract
The article analyzes existing cross-provincial and cross-regional electricity spot market clearing models. Then, aiming to minimize total generation cost and cross-provincial transmission cost, a clearing model for cross-provincial and cross-regional electricity spot markets is established. By integrating computer technology, big data analysis, and automation mechanical technology, a generation dispatching and transmission optimization strategy based on electricity market demand is proposed. The results show that: 1) With the total power control lower limit constraint, the clearing model can optimize the inter-provincial power transmission curve as much as possible to ensure positive inter-provincial imbalance. Combined with automation mechanical technology, real-time monitoring and dispatching of power transmission can be achieved, enhancing power transmission efficiency. Computers and big data can also be used for in-depth analysis and prediction of power transmission needs. 2) When the contracted electricity volume is the same, the curve shape has a limited impact on power return. Automation mechanical technology enables rapid collection and analysis of electricity market data, further optimizing the electricity spot market clearing model. Computers can process and store large amounts of data for more accurate analysis. 3) When the electricity price difference between Yunnan and Guangdong is negative, the lower the long-term contract electricity price, the higher the sender’s return. Big data analysis can help identify price trends and optimize decision-making.
- Copyright
- © 2024 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Baorui Cai AU - Ziyu Chen AU - Qinbiao Lin AU - Yihong Deng AU - Yanjie Liang AU - Bo Zhao PY - 2024 DA - 2024/12/27 TI - Cross Provincial and Cross Regional Spot Market Clearance Model Considering Total Output Control based on Big Data Analysis Technology BT - Proceeding of the 2024 International Conference on Diversified Education and Social Development (DESD 2024) PB - Atlantis Press SP - 173 EP - 184 SN - 2352-5398 UR - https://doi.org/10.2991/978-2-38476-346-7_22 DO - 10.2991/978-2-38476-346-7_22 ID - Cai2024 ER -