“…Therefore, as the application space for ESSs grows, energy storage valuation is of a particular interest of many energy storage stake holders (e.g., ESS owners, system operators, regulators, and researchers). In the literature, many studies have assessed the potential revenues of ESSs for different applications such as energy arbitrage and frequency regulation in different markets [4][5][6], for enhancing the efficiency of current generation fleet [7], for reducing renewable energy curtailments [8,9], for transmission and distribution (T&D) upgrade deferral and congestion relief [10][11][12], and for BTM applications [13, 14•, 15, 16]. Taking advantages of the knowledge established in the academic literature and the expertise from the field, there are efforts from multiple parties (e.g., national laboratories, utilities, and system integrators) in developing software tools that can be used for valuing energy storage.…”