Aging aware operation of lithium-ion battery energy storage systems: A review

Nils Collath, Benedikt Tepe, Stefan Englberger, Andreas Jossen, Holger Hesse

Research output: Contribution to journalReview articlepeer-review

58 Scopus citations

Abstract

The amount of deployed battery energy storage systems (BESS) has been increasing steadily in recent years. For newly commissioned systems, lithium-ion batteries have emerged as the most frequently used technology due to their decreasing cost, high efficiency, and high cycle life. As a result of a multitude of cell internal aging mechanisms, lithium-ion batteries are subject to degradation. The effects of degradation, in particular decreasing capacity, increasing resistance, and safety implications, can have significant impact on the economics of a BESS. Influenced by aging stress factors such as the state of charge, charge–discharge rate, cycle count, and temperature, the extent of degradation is directly affected by the operating conditions. Significant amount of literature can be found that focuses on aging aware operation of BESSs. In this review, we provide an overview of relevant aging mechanisms as well as degradation modeling approaches, and deduce the key aspects from the state of the art in those topics for BESS operation. Following that, we review and categorize methods that aim to increase BESS lifetime by accounting for battery degradation effects in the operation strategy. The literature shows that using empirical or semi-empirical degradation models as well as the exact solution approach of mixed integer linear programming are particularly common for that purpose, as is the method of defining aging costs for the objective function. Furthermore, through a simulation case study, we identify the most relevant stress factors that influence degradation for the key applications of self consumption increase, peak shaving, and frequency containment reserve.

Original languageEnglish
Article number105634
JournalJournal of Energy Storage
Volume55
DOIs
StatePublished - 25 Nov 2022

Keywords

  • Aging
  • Battery energy storage system
  • Degradation model
  • Lithium-ion
  • Operation
  • Optimization

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