Systems and methods monitor data inputs received from one or more vibration sensors, wherein at least one of the one or more vibration sensors is positioned at a location proximate a component of a production machine that facilitates production of product(s). Based on the monitoring, an aberration in the data inputs is identified that includes vibration(s) detected by the one or more vibration sensors. Directional propagation of the vibration(s) are evaluated and based thereon at least one of the following is performed: (i) predicting a likely source of the vibration(s), the predicting incorporating the directional propagation; (ii) distributing, to user device(s), notification data to initiate a notification associated with the aberration; and (iii) transmitting one or more inputs for calibrating element(s) of the production machine to limit disruption of the production of the product(s) caused by the aberration.