A linearization approach to solve the natural gas cash-out bilevel problem

A linearization approach to solve the natural gas cash-out bilevel problem

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Article ID: iaor20108904
Volume: 181
Issue: 1
Start Page Number: 423
End Page Number: 442
Publication Date: Dec 2010
Journal: Annals of Operations Research
Authors: , ,
Keywords: supply & supply chains, programming: integer
Abstract:

In this article, we discuss a particular imbalance cash-out problem arising in the natural gas supply chain. This problem was created by the liberalization laws that regulate deals between a natural gas shipping company and a pipeline operator. The problem was first modeled as a bilevel nonlinear mixed-integer problem that considers the cash-out penalization for the final imbalance occurring in the system. We extend the original problem’s upper level objective function by including additional terms accounting for the gas shipping company’s daily actions aimed at taking advantage of the price variations. Then we linearize all the constraints at both levels in an equivalent way so as to make easier their numerical solution. The results of numerical experiments are compared with those obtained by the inexact penalization method proposed by the authors in previous papers.

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