Title: Linear Aggregate Model for Realizable Dispatch of Homogeneous Energy Storage
To optimize the dispatch of batteries, a model is required that can predict the state of energy (SOE) trajectory for a chosen open-loop power schedule to ensure admissibility (i.e., that schedule can be realized). However, battery dispatch optimization is inherently challenging when batteries cannot simultaneously charge and discharge, which begets a non-convex complementarity constraint. In this letter, we develop a novel composition of energy storage elements that can charge or discharge independently and provide a sufficient linear energy storage model of the composite battery. This permits convex optimization of the composite battery dispatch while ensuring the admissibility of the resulting (aggregated) power schedule and its disaggregation to the individual elements.  more » « less
Award ID(s):
2047306
PAR ID:
10668901
Author(s) / Creator(s):
 ;  ;  
Publisher / Repository:
IEEE
Date Published:
Journal Name:
IEEE Control Systems Letters
Volume:
9
ISSN:
2475-1456
Page Range / eLocation ID:
1267 to 1272
Subject(s) / Keyword(s):
Batteries Partial discharges Trajectory Energy storage Schedules Discharges (electric) Sufficient conditions Linear programming Costs Three-dimensional displays Battery energy storage convex optimization priority-based control complementarity constraints
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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