A bilevel approach to optimize electricity prices
To meet unbalanced demand, an energy provider has to include costly generation technologies, which in turn results in high residential electricity prices. Our work is devoted to the application of a bilevel optimisation, a challenging class of optimisation problems, in electricity market. We propose...
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University of Belgrade
2019-01-01
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doaj-09f6d69e40fc4fde98c18aa8b7db5c172020-11-25T01:31:14ZengUniversity of BelgradeYugoslav Journal of Operations Research0354-02431820-743X2019-01-0129193010.2298/YJOR171115002A0354-02431800002AA bilevel approach to optimize electricity pricesAlekseeva Ekaterina0Brotcorne Luce1Lepaul Sébastien2Montmeat Alain3Sobolev Institute of Mathematics, Prospekt Akademika Koptuga, Novosibirsk, RussiaINRIA Lille - Nord Europe, Parc Scientifique de la Haute Borne, Villeneuve d'Ascq, FranceEDF Lab Paris Saclay, Palaiseau, FranceEDF Lab Paris Saclay, Palaiseau, FranceTo meet unbalanced demand, an energy provider has to include costly generation technologies, which in turn results in high residential electricity prices. Our work is devoted to the application of a bilevel optimisation, a challenging class of optimisation problems, in electricity market. We propose an original demand-side management model, adapt a solution approach based on complementary slackness conditions, and provide the computational results on illustrative and real data. The goal is to optimise hourly electricity prices, taking into account consumers' behaviour and minimizing energy generation costs. By choosing new pricing policy and shifting electricity consumption from peak to off-peaks hours, the consumers might decrease their electricity payments and eventually, decrease the energy generation costs.http://www.doiserbia.nb.rs/img/doi/0354-0243/2019/0354-02431800002A.pdfdemand-side managementelectricity marketbilevel optimizationcomplementary slackness conditions |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Alekseeva Ekaterina Brotcorne Luce Lepaul Sébastien Montmeat Alain |
spellingShingle |
Alekseeva Ekaterina Brotcorne Luce Lepaul Sébastien Montmeat Alain A bilevel approach to optimize electricity prices Yugoslav Journal of Operations Research demand-side management electricity market bilevel optimization complementary slackness conditions |
author_facet |
Alekseeva Ekaterina Brotcorne Luce Lepaul Sébastien Montmeat Alain |
author_sort |
Alekseeva Ekaterina |
title |
A bilevel approach to optimize electricity prices |
title_short |
A bilevel approach to optimize electricity prices |
title_full |
A bilevel approach to optimize electricity prices |
title_fullStr |
A bilevel approach to optimize electricity prices |
title_full_unstemmed |
A bilevel approach to optimize electricity prices |
title_sort |
bilevel approach to optimize electricity prices |
publisher |
University of Belgrade |
series |
Yugoslav Journal of Operations Research |
issn |
0354-0243 1820-743X |
publishDate |
2019-01-01 |
description |
To meet unbalanced demand, an energy provider has to include costly generation technologies, which in turn results in high residential electricity prices. Our work is devoted to the application of a bilevel optimisation, a challenging class of optimisation problems, in electricity market. We propose an original demand-side management model, adapt a solution approach based on complementary slackness conditions, and provide the computational results on illustrative and real data. The goal is to optimise hourly electricity prices, taking into account consumers' behaviour and minimizing energy generation costs. By choosing new pricing policy and shifting electricity consumption from peak to off-peaks hours, the consumers might decrease their electricity payments and eventually, decrease the energy generation costs. |
topic |
demand-side management electricity market bilevel optimization complementary slackness conditions |
url |
http://www.doiserbia.nb.rs/img/doi/0354-0243/2019/0354-02431800002A.pdf |
work_keys_str_mv |
AT alekseevaekaterina abilevelapproachtooptimizeelectricityprices AT brotcorneluce abilevelapproachtooptimizeelectricityprices AT lepaulsebastien abilevelapproachtooptimizeelectricityprices AT montmeatalain abilevelapproachtooptimizeelectricityprices AT alekseevaekaterina bilevelapproachtooptimizeelectricityprices AT brotcorneluce bilevelapproachtooptimizeelectricityprices AT lepaulsebastien bilevelapproachtooptimizeelectricityprices AT montmeatalain bilevelapproachtooptimizeelectricityprices |
_version_ |
1725087882037690368 |