A two-stage robust investment model for a risk-averse price-maker power producer
Generation investors face uncertainties that can have a considerable effect on the profitability and, thus, on the generation investment plan. To hedge the risks associated with uncertainties in generation investment decision-making, this paper proposes a two-stage bi-level robust model for applicat...
Gespeichert in:
Veröffentlicht in: | Energy (Oxford) 2018-01, Vol.143, p.980-994 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | Generation investors face uncertainties that can have a considerable effect on the profitability and, thus, on the generation investment plan. To hedge the risks associated with uncertainties in generation investment decision-making, this paper proposes a two-stage bi-level robust model for application in risk-averse price-making generation investment considering participation in the spot electricity market. The investor is immunized in the model against worst-case realization of uncertainties, such as future demand and power produced by non-dispatchable generation units. The level of risk-aversion in the proposed model is controlled using an uncertainty budget. The resulting mixed-integer linear programming model is solved using Benders decomposition algorithm. The performance of the proposed model is demonstrated using the Garver and IEEE reliability test systems (IEEE-RTS) and the results are compared with those obtained in deterministic cases. As the results show, the proposed model is linearized to be globally optimized by existing branch-and-bound solvers with a good accuracy. A 10% uncertainty in forecasted values of demand/non-dispatchable power generation can lead to a decrease of 16.16% and 26.56% in profit in comparison with deterministic cases in the Garver and IEEE-RTS test systems, respectively. Moreover, the more the risk-averse is investor, the less profit is obtained from generation investment.
•A two-stage robust investment model is presented for a risk-averse power investor.•The power producer behaves as a price-maker in the spot electricity market.•The risk-aversion against uncertainties is controlled using an uncertainty budget.•The proposed linearized robust model is solved using Benders decomposition.•The results are compared with those obtained with deterministic cases. |
---|---|
ISSN: | 0360-5442 1873-6785 |
DOI: | 10.1016/j.energy.2017.10.119 |