Data Set for Dynamic Expansion Planning of a Commercial Virtual Power Plant through Coalition with Distributed Energy Resources considering Rival Competitors
Description
This database contains data essential for developing the problem of the paper named "Dynamic Expansion Planning of a Commercial Virtual Power Plant through Coalition with Distributed Energy Resources considering Rival Competitors". The loaded data includes the file "representative_days.csv," which contains representative days of the month under study (january and July), selected through a clustering method based on k-medoids. The file "generated_scenarios_for_july.csv" includes 9 scenarios generated from the representative days of July. Similarly, the file "generated_scenarios_for_january.csv" contains 9 scenarios generated from the representative days of January. The file 'generated_scenarios_DERs.csv' includes the scenarios and data of the Distributed Energy Resources (DERs) participating in the coalition process and their behavior in the auctions, as used in Figure 5 and derived from Table 8 .Lastly, the file 'generated_scenarios_rival_VPPs_behavior.csv' contains the bidding prices of rival VPPs in the auctions to acquire the services of the DERs, with data derived from Table 7.
Files
Steps to reproduce
In the file "representative_days.csv," the electricity market prices were obtained from: The Iberian Electricity Market Operator (OMIE). Market results, 2023. URL https://www.omie.es/en/market-results. (accessed on July 24, 2023). Meanwhile, the wind and solar production data were obtained from Red Eléctrica de España (REE). Electricity demand tracking in real time, 2023. URL https://demanda.ree.es/. (accessed on July 24, 2023).