Abstract: Electrode vibration detection modules (EVDM) and methods of detecting vibration of an electrode of an electric arc furnace (EAF) using an EVDM are provided, in which the EVDM receives and/or ascertains waveform signals corresponding to voltage values and current values associated with an electrode voltage measured between the electrode and the bottom of the EAF shell (electrode voltage) and the electrical current passing through the electrode and is configured to identify conditions for electrode vibration based, at least in part, on the waveform signals and to trigger an alarm and/or modify the operation of the EAF by adjusting the location of the electrode in the EAF.