This paper suggests a way for electricity retailers to build their supply portfolios, calibrating their exposure to physical and financial contracts, in order to hedge from risks that variously affect the supply side in power markets. In particular, we formulate an allocation model which describes uncertainty sources using the robust approach originally introduced by Soyster (1973), and we provide an explicit form to robust risk constraints. The notable elements of innovation of this paper include: (a) the focus on the optimization problem faced by retailers, which is generally less explored than its counterpart in the generation side; (b) the analysis of uncertainty sources through the robust optimization paradigm, and (c) the representation of robust constraints based on Conditional Value at Risk (CVaR).

Robust hedging of electricity retail portfolios with CVaR constraints

RESTA, MARINA;
2008-01-01

Abstract

This paper suggests a way for electricity retailers to build their supply portfolios, calibrating their exposure to physical and financial contracts, in order to hedge from risks that variously affect the supply side in power markets. In particular, we formulate an allocation model which describes uncertainty sources using the robust approach originally introduced by Soyster (1973), and we provide an explicit form to robust risk constraints. The notable elements of innovation of this paper include: (a) the focus on the optimization problem faced by retailers, which is generally less explored than its counterpart in the generation side; (b) the analysis of uncertainty sources through the robust optimization paradigm, and (c) the representation of robust constraints based on Conditional Value at Risk (CVaR).
2008
9789783540873
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11567/231860
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact