Robust Optimization of Storage Investment on Transmission Networks

File(s)

IEEE-Rabih-Izudin-Bikas-2014-Storage.pdf (1.18 MB)

Accepted version

Show more

Author(s)

Jabr, RA

Dzafic, I

Pal, BC

Type

Journal Article

Abstract

This paper discusses the need for the integration of storage systems on transmission networks having renewable sources, and presents a tool for energy storage planning. The tool employs robust optimization to minimize the investment in storage units that guarantee a feasible system operation, without load or renewable power curtailment, for all scenarios in the convex hull of a discrete uncertainty set; it is termed ROSION—Robust Optimization of Storage Investment On Networks. The computational engine in ROSION is a specific tailored implementation of a column-and-constraint generation algorithm for two-stage robust optimization problems, where a lower and an upper bound on the optimal objective function value are successively calculated until convergence. The lower bound is computed using mixed-integer linear programming and the upper bound via linear programming applied to a sequence of similar problems. ROSION is demonstrated for storage planning on the IEEE 14-bus and 118-bus networks, and the robustness of the designs is validated via Monte Carlo simulation.

Show more

Date Issued

2014-01-01

Citation

IEEE Transactions on Power Systems, 2014, 30 (1), pp.531-539

URI

http://hdl.handle.net/10044/1/19451

URL

http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6824272&refinements=4291944246,4291944245&ranges=2014_2015_p_Publication_Year&matchBoolean=true&searchField=Search_All&queryText=(p_Authors:pal+b.)

DOI

https://www.dx.doi.org/10.1109/TPWRS.2014.2326557

ISSN

0885-8950

Publisher

IEEE

Start Page

531

End Page

539

Journal / Book Title

IEEE Transactions on Power Systems

Volume

30

Issue

1

Copyright Statement

© 2014 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information.

License URL

http://www.rioxx.net/licenses/all-rights-reserved

Description

03.03.15 KB. Ok to add accepted version to spiral

Identifier

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000346734000052&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202

Subjects

energy storage

power system planning

optimization methods

integer linear programming

Publication Status

Published

Coverage Spatial

USA