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Open AccessJournal ArticleDOI

Energy Management and Optimization Methods for Grid Energy Storage Systems

TLDR
A brief history of grid-scale energy storage, an overview of EMS architectures, and a summary of the leading applications for storage serve as a foundation for a discussion of EMS optimization methods and design.
Abstract
Today, the stability of the electric power grid is maintained through real time balancing of generation and demand. Grid scale energy storage systems are increasingly being deployed to provide grid operators the flexibility needed to maintain this balance. Energy storage also imparts resiliency and robustness to the grid infrastructure. Over the last few years, there has been a significant increase in the deployment of large scale energy storage systems. This growth has been driven by improvements in the cost and performance of energy storage technologies and the need to accommodate distributed generation, as well as incentives and government mandates. Energy management systems (EMSs) and optimization methods are required to effectively and safely utilize energy storage as a flexible grid asset that can provide multiple grid services. The EMS needs to be able to accommodate a variety of use cases and regulatory environments. In this paper, we provide a brief history of grid-scale energy storage, an overview of EMS architectures, and a summary of the leading applications for storage. These serve as a foundation for a discussion of EMS optimization methods and design.

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Citations
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Commissioning tests of the Bonneville Power Administration 30 MJ superconducting magnetic energy storage unit

H. J. Boening, +1 more
TL;DR: A 30 MJ (8.4 kWh) superconducting magnetic energy storage (SMES) unit with a 10 MW converter has been installed and commissioned at the Bonneville Power Administration (BPA) substation in Tacoma, Washington as mentioned in this paper.
Journal ArticleDOI

A Comprehensive Review of the Integration of Battery Energy Storage Systems Into Distribution Networks

TL;DR: This paper aims at providing a comprehensive view of BESSs integration in distribution grids, highlighting the main focus, challenges, and research gaps for each one of these aspects.
Journal ArticleDOI

Pathways to Industrial-Scale Fuel Out of Thin Air from CO2 Electrolysis

TL;DR: The use of CO2, water, and renewable electricity as direct feedstocks for the synthesis of chemicals and fuels is a seemingly appealing means of transitioning away from a reliance on fossil fuels.
Journal ArticleDOI

Battery Energy Storage Models for Optimal Control

TL;DR: The importance of model selection to optimal control is demonstrated by providing several example controller designs and identifying six gaps: deficiency of real-world data in control literature, lack of understanding in how to balance modeling detail with the number of representative cells, underdeveloped model uncertainty based risk-averse and robust control of BESS, underdevelopment of nonlinear energy based SoC models, and deficiency of knowledge in what combination of empirical degradation stress factors is most accurate.
References
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Book

Power System Stability and Control

P. Kundur
TL;DR: In this article, the authors present a model for the power system stability problem in modern power systems based on Synchronous Machine Theory and Modelling, and a model representation of the synchronous machine representation in stability studies.
Journal ArticleDOI

Model predictive control: theory and practice—a survey

TL;DR: The flexible constraint handling capabilities of MPC are shown to be a significant advantage in the context of the overall operating objectives of the process industries and the 1-, 2-, and ∞-norm formulations of the performance objective are discussed.
Book

Optimal Control: Linear Quadratic Methods

TL;DR: In this article, an augmented edition of a respected text teaches the reader how to use linear quadratic Gaussian methods effectively for the design of control systems, with step-by-step explanations that show clearly how to make practical use of the material.
Journal ArticleDOI

Ageing mechanisms in lithium-ion batteries

TL;DR: In this article, the mechanisms of lithium-ion battery ageing are reviewed and evaluated, and the most promising candidate as the power source for (hybrid) electric vehicles and stationary energy storage.
Journal ArticleDOI

The path of the smart grid

TL;DR: The electrical power industry is undergoing rapid change as discussed by the authors, and the major drivers that will determine the speed at which such transformations will occur will be the rising cost of energy, the mass electrification of everyday life, and climate change.
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