Title
Chance-Constrained Ancillary Service Specification for Heterogeneous Storage Devices.
Abstract
We present a method to find the maximum magnitude of any supply-shortfall service that an aggregator of energy storage devices is able to sell to a grid operator. This is first demonstrated in deterministic settings, then applied to scenarios in which device availabilities are stochastic. In this case we implement chance constraints on the inability to deliver as promised. We show a significant computational improvement in using our method in place of straightforward scenario simulation. As an extension, we present an approximation to this method which allows the determined fleet capability to be applied to any chosen service, rather than having to re-solve the chance-constrained optimisation each time.
Year
Venue
Field
2019
arXiv: Optimization and Control
Energy storage,Mathematical optimization,News aggregator,Operator (computer programming),Mathematics,Grid
DocType
Volume
Citations 
Journal
abs/1904.03505
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Michael P. Evans100.68
Simon H. Tindemans2204.70
David Angeli31264153.03
Goran Strbac47519.95