Increasing electricity production from renewable energy sources has, by its fluctuating nature, created the need for more flexible demand side management. How to integrate flexible demand in the electricity system is an open research question. We consider the case of procuring the energy needs of a time-shiftable load through a set of simultaneous second price auctions. We derive a required condition for optimal bidding strategies. We then show the following results and bidding strategies under different market assumptions. For identical uniform auctions and multiple units of demand, we show that the global optimal strategy is to bid uniformly across all auctions. For non-identical auctions and multiple units, we provide a way to find solutions through a recursive approach and a non-linear solver. We show that our approach outperforms the literature under higher uncertainty conditions.
|Title of host publication||2020 IEEE 18th International Conference on Industrial Informatics (INDIN)|
|Subtitle of host publication||Proceedings|
|Place of Publication||Piscataway|
|Number of pages||8|
|Publication status||Published - Jul 2020|
|Event||18th IEEE International Conference on Industrial Informatics (INDIN'20) - Warwick, United Kingdom|
Duration: 1 Jul 2020 → 1 Jul 2020
|Conference||18th IEEE International Conference on Industrial Informatics (INDIN'20)|
|Period||1/07/20 → 1/07/20|
Bibliographical noteGreen Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.
- simultaneous auctions
- demand side bidding
- time-shiftable loads