Protocol for uniformly measuring and expressing the performance of energy storage systems

DR Conover, AJ Crawford, VV Viswanathan, S Ferreira… - 2014 - osti.gov
The Protocol for Uniformly Measuring and Expressing the Performance of Energy Storage
Systems (PNNL-22010) was first issued in November 2012 as a first step toward providing a …

Renewables firming using grid scale battery storage in a real-time pricing market

C Quann, TH Bradley - 2017 IEEE Power & Energy Society …, 2017 - ieeexplore.ieee.org
Battery storage has many benefits, such as providing instantaneous response to changes in
demand, clean electricity to customers, and integration of intermittent power sources …

Duty cycle of an energy storage system in a renewable energy applications: Construction and analysis

J Chen, C Hou, G Wu, K Wang, Y Li, X Jia, X Li, D Hui - Energy, 2017 - Elsevier
Assessing the applicability of an energy storage system (ESS) based on its duty cycle, ie, its
charge/discharge profile, which represents the demands (associated with a specific …

Identification Method of Energy Storage Operating Conditions based on Random Forest

J Chen, T Yan, M Zhang, J Zhao, S Yang… - … on Power, Energy …, 2022 - ieeexplore.ieee.org
Accurate and effective identification of the operating characteristics and application modes
of electrochemical energy storage systems (EESS) is of great significance for the safe and …