Print Email Facebook Twitter Towards Optimal Demand-Side Bidding in Parallel Auctions for Time-Shiftable Electrical Loads Title Towards Optimal Demand-Side Bidding in Parallel Auctions for Time-Shiftable Electrical Loads Author Saur, R. (TU Delft Intelligent Electrical Power Grids; Centrum Wiskunde & Informatica (CWI)) la Poutré, J.A. (TU Delft Intelligent Electrical Power Grids; Centrum Wiskunde & Informatica (CWI)) Yorke-Smith, N. (TU Delft Algorithmics) Date 2020-07 Abstract 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. Subject simultaneous auctionsdemand side biddingtime-shiftable loads To reference this document use: http://resolver.tudelft.nl/uuid:7e160520-e32a-434a-90e9-0c50d446c6f1 Publisher IEEE, Piscataway Embargo date 2021-01-23 ISBN 978-1-7281-4965-3 Source 2020 IEEE 18th International Conference on Industrial Informatics (INDIN): Proceedings Event 18th IEEE International Conference on Industrial Informatics (INDIN'20), 2020-07-01, Warwick, United Kingdom Bibliographical note Green 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. Part of collection Institutional Repository Document type conference paper Rights © 2020 R. Saur, J.A. la Poutré, N. Yorke-Smith Files PDF 09442077.pdf 410.51 KB Close viewer /islandora/object/uuid:7e160520-e32a-434a-90e9-0c50d446c6f1/datastream/OBJ/view