Published May 2013 | Version public
Journal Article

Optimal Power Flow With Large-Scale Storage Integration

Abstract

Restructuring of the electric power industry along with mandates to integrate renewable energy sources is introducing new challenges for the electric power system. Intermittent power sources, in particular, require mitigation strategies in order to maintain consistent power on the electric grid. We investigate distributed energy storage as one such strategy. Our model for optimal power flow with storage augments the usual formulation by adding simple charge/discharge dynamics for energy storage collocated with load and/or generation buses cast as a finite-time optimal control problem. We first propose a solution strategy that uses a convex optimization based relaxation to solve the optimal control problem. We then use this framework to illustrate the effects of various levels of energy storage using the topology of IEEE benchmark systems along with both time-invariant and demand-based cost functions. The addition of energy storage and demand-based cost functions significantly reduces the generation costs and flattens the generation profiles.

Additional Information

© 2012 IEEE. Manuscript received September 04, 2011; revised October 01, 2011, February 19, 2012, and June 04, 2012; accepted July 11, 2012. Date of publication September 27, 2012; date of current version April 18, 2013. This work was supported in part by the Boeing Corporation and AFOSR (FA9550-08-1-0043). Paper no. TPWRS-00834-2011. The authors would like to thank G. Rodriguez and C. Clarke of Southern California Edison as well as K. M. Chandy of the California Institute of Technology for fruitful discussions and helpful suggestions.

Additional details

Identifiers

Eprint ID
41648
Resolver ID
CaltechAUTHORS:20131003-084722043

Funding

Boeing Corporation
Air Force Office of Scientific Research (AFOSR)
FA9550-08-1-0043

Dates

Created
2013-10-03
Created from EPrint's datestamp field
Updated
2021-11-10
Created from EPrint's last_modified field

Caltech Custom Metadata

Other Numbering System Identifier
TPWRS-00834-2011