This paper presents the outcome of a study of variations in the supraharmonic (SH) emission of an electric vehicle fast-charging station (FCS), under different supply voltage harmonic distortions and operating conditions. FCSs can operate under a broad range of operating conditions that can depend on the state of charge and capacity of the connected vehicle’s battery, and this might result in different emissions. The aim is to determine the factors that influence the primary SH emission of the FCS by making a so-called ”Supraharmonic fingerprint”. A test set-up is developed to operate the FCS under different conditions and the emission in certain frequency bins with characteristic emission is analyzed. It is found that some SH components ar...