Managing the techno-economic impacts of partial string failure in multistring energy storage systems. (1st February 2022)

• Record Type: Journal Article
• Authors: Hanif, Sarmad; Alam, M.J.E.; Fotedar, Vanshika; Crawford, Alasdair; Vartanian, Charlie; Viswanathan, Vilayanur
• Is Part Of: Applied energy. Volume 307(2022)
• Publication Date: 2022-02-01
• Subjects: Multistring energy storage systems -- Partial string failure -- Two-stage decision making algorithm -- Techno-economic impact; Power (Mechanics) -- Periodicals; Energy conservation -- Periodicals; Energy conversion -- Periodicals; 621.042
• DOI: 10.1016/j.apenergy.2021.118196
• Languages: English
• ISSNs: 0306-2619

Abstract

Abstract: The role of energy storage systems (ESSs) is becoming increasingly important for today's electric power systems. Unavailability of an ESS assigned to critical grid services may cause unwanted disruption of those services and hence, may have a significant techno-economic impact. Like any physical equipment, an ESS is vulnerable to various types of faults. Failure of one or more strings in a multistring ESS does not have to be the cause of shutting down the entire ESS. It can still operate with a partial number of strings and continue providing critical services to the grid, if there are no reliability or safety issues and is acceptable under applicable standards. However, it is important to make sure that the control strategies are adaptable to the changes in ESS capacity caused by failed strings. Also, depending on the previous operation and type of failure, the reallocation of duty cycle burden among available strings could be non-uniform. These complexities suggest that mitigation of the impact of partial failure in multistring ESSs is not trivial and needs careful consideration. This is the topic of this paper. The proposed work investigates the impact of partial failure of a large multistring ESS on the assigned service and develops strategies to adjust the ESS control duty cycles for reducing such impacts. In doing so, the paper proposes a novel two-stage framework that plans for the multistring failure using robust optimization theory and then adjusts in real-time using a rule-based algorithm, based on the real-time information on the power availability of the string. Illustrations provided in this work are based on frequency regulation use-case, which is a common application for many utility-scale ESSs. A 750 kilowatt (kW)/1500 kilowatt-hour (kWh) 3-string ESS is used for the demonstration in this work and the efficacy of the proposed method is demonstrated and compared against methods that do not incorporate string failure in their strategy. In particular, we show that revenue loss of 93% can be incurred when partial string failure is not included in operation and planning. These losses in revenue are reduced by 60% with the proposed method. Highlights: A novel two-stage framework is proposed to operate energy storage systems with multistring failure issues. The first stage schedules the duty cycle using robust optimization. The second stage uses rule-based control to adjust for real-time conditions. The proposed method is shown to obtain a 60% increase in revenue.