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A Stochastic Bilevel Model for an Electricity Retailer in a Liberalized Distributed Renewable Energy Market
- Source :
- 2022 IEEE Power & Energy Society General Meeting (PESGM).
- Publication Year :
- 2022
- Publisher :
- IEEE, 2022.
-
Abstract
- This article presents a short-term decision-making model for an electricity retailer using bilevel stochastic programing. In the proposed model, a liberalized distributed renewable energy (DRE) market in which the retailer competes with other load serving entities (LSEs) for procuring DRE is proposed. The retailer, in the upper level, decides its level of involvement in the day-ahead and real-time markets, as well as the price bids offered to DRE producers for every time period, with the goal of minimizing its expected procurement cost at a predefined risk level. On the other hand, DRE producers, in the lower level, react to the price bids offered by the retailer under study and other LSEs, to maximize their total revenues. The stochastic nature of day-ahead and real-time market prices, DRE production, electricity demand, and price bids of the retailer's rival market agents (RMAs) is taken into the formulation of the proposed model. By using the Karush-Kuhn-Tucker (KKT) optimality conditions and duality theory, the bilevel problem is transformed into its equivalent single-level mixed-integer linear programming (MILP) problem. Case studies are performed to show the effectiveness of the proposed model.
- Subjects :
- Karush–Kuhn–Tucker conditions
Linear programming
Renewable Energy, Sustainability and the Environment
business.industry
020209 energy
Total revenue
02 engineering and technology
010501 environmental sciences
01 natural sciences
Renewable energy
Microeconomics
Procurement
0202 electrical engineering, electronic engineering, information engineering
Economics
Market price
Production (economics)
Electricity
business
0105 earth and related environmental sciences
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2022 IEEE Power & Energy Society General Meeting (PESGM)
- Accession number :
- edsair.doi.dedup.....43f8618968e5b1c6a6cbf10bf9b60ea4