paper

An Iterative On-Line Mechanism for Demand-Side Aggregation

arXiv:1506.00694 · doi:10.1109/TSG.2015.2457905

Abstract

This paper considers a demand-side aggregation scheme specifically for large numbers of small loads, such as households and small and medium-sized businesses. We introduce a novel auction format, called a staggered clock-proxy auction (SCPA), for on-line scheduling of these loads. This is a two phase format, consisting of: a sequence of overlapping iterative ascending-price clock auctions, one for each time-slot over a finite decision horizon, and; a set of proxy auctions that begin at the termination of each individual clock auction, and which determine the final price and allocation for each time-slot. The overlapping design of the clock phases grant bidders the ability to effectively bid on inter-temporal bundles of electricity use, thereby focusing on the most relevant parts of the price-quantity space. Since electricity is a divisible good, the proxy auction uses demand-schedule bids, which the aggregator uses to compute a uniform-price partial competitive equilibrium for each time slot. We show that, under mild assumptions on the bidders' utilities functions, the proxy phase implements the Vickrey-Clarke-Groves outcome, which makes straightforward bidding in the proxy phase a Bayes-Nash equilibrium. Furthermore, we demonstrate the SCPA in a scenario comprised of household agents with three different utility function types, and show how the mechanism enables efficient on-line energy use scheduling.

11 pages, 7 figures, submitted to IEEE Transactions on Smart Grids

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