An improved basket of spread options heuristic for merchant energy storage

Nicola Secomandi

IISE Transactions, 2018, vol. 50, issue 8, 645-653

Abstract: Practitioners use the Basket of Spread Options (BSO) heuristic to model merchant energy storage as a portfolio of spread options and spot/forward sales. This method solves a linear program to obtain the composition of this portfolio and its associated BSO policy. Sequential reoptimization of this model yields the Rolling BSO (RBSO) policy. Although this policy performs well, typically dominating the BSO policy and often being near optimal, it can struggle when storage is fast. To attempt to obtain an improved RBSO policy, especially for fast storage, this article proposes a BSO heuristic that modifies the objective function of the BSO linear program based on exchange option prices and a tunable parameter. On a set of known natural gas storage instances, limited optimization of this adjustable quantity leads to modestly improved RBSO policies on average but substantially so when the original RBSO policies perform poorly, which occurs on some fast storage instances. Moreover, fixing this parameter to 0.6 gives RBSO policies that virtually match the performance of the best considered RBSO policies. The proposed BSO heuristic is thus as easy to use in practice as the original BSO heuristic.

Date: 2018
References: Add references at CitEc
Citations: View citations in EconPapers (4)

Downloads: (external link)
http://hdl.handle.net/10.1080/24725854.2017.1336685 (text/html)
Access to full text is restricted to subscribers.

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:taf:uiiexx:v:50:y:2018:i:8:p:645-653

Ordering information: This journal article can be ordered from
http://www.tandfonline.com/pricing/journal/uiie20

DOI: 10.1080/24725854.2017.1336685

Access Statistics for this article

IISE Transactions is currently edited by Jianjun Shi

More articles in IISE Transactions from Taylor & Francis Journals
Bibliographic data for series maintained by Chris Longhurst ().