Identification Method of Energy Storage Operating Conditions based on Random Forest

Jizhong Chen,Tao Yan,Min Zhang,Jun Zhao,Shuili Yang,Xiao Chang,Kai-Feng Wang

2022 12th International Conference on Power, Energy and Electrical Engineering (CPEEE)（2022）

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摘要

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 reliable operation of large-scale EESS in power generation, transmission and distribution. The paper proposes a method for identifying the operating conditions of EESS based on the random forest algorithm. Analyzing ...

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Keywords—energy storage system,operating condition,random forest,variable importance measures

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