JOURNAL ARTICLE

Optimal power flow with distributed energy storage dynamics

Abstract

Restructuring of the electric power industry along with mandates to integrate renewable energy sources is introducing new challenges for electric power systems and the power grid. 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 consists of simple charge/discharge dynamics for energy storage collocated with load and/or generation buses cast as a finite-time optimal control problem. We illustrate the effects of energy storage using a modified version of the IEEE 14 bus benchmark example along with time-varying demand profiles. We use both time-invariant and demand based cost functions. The addition of energy storage along with demand based cost functions significantly reduces the generation costs and flattens the generation profiles.

Keywords:
Distributed generation Energy storage Pumped-storage hydroelectricity Computer science Intermittent energy source Renewable energy Electricity generation Electric power system Electric power Smart grid Grid energy storage Grid Dynamic demand Automotive engineering Power (physics) Electrical engineering Engineering

Metrics

55
Cited By
8.04
FWCI (Field Weighted Citation Impact)
25
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Optimal Power Flow Distribution
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Smart Grid Energy Management
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Microgrid Control and Optimization
Physical Sciences →  Engineering →  Control and Systems Engineering
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