Methods and systems for detecting one or more anomalies amongst peers

A rotational equipment peer anomaly system for a plurality of rotational equipment peer devices, the rotational equipment peer anomaly system comprising:

• a plurality of rotational equipment condition sensors configured to detect one or more rotational equipment conditions associated with the plurality of rotational equipment peer devices and generate rotational equipment condition sensor data corresponding to the one or more rotational equipment conditions;
• a rotational equipment peer anomaly processor;
• and
• a non-transitory tangible storage medium storing rotational equipment peer anomaly processor executable instructions that, when executed by the rotational equipment peer anomaly processor, causes the rotational equipment peer anomaly processor to:
• receive the rotational equipment condition sensor data;
• determine at least one data scope parameter;
• apply the at least one data scope parameter to the rotational equipment condition sensor data;
• analyze the rotational equipment condition sensor data to determine a plurality of rotational equipment condition data features associated with the plurality of rotational equipment peer devices;
• compare each rotational equipment condition data feature with each of the other rotational equipment condition data features to determine a plurality of rotational equipment condition data feature values associated with the plurality of rotational equipment peer devices;
• and
• analyze the plurality of rotational equipment condition data feature values to identify, from the plurality of rotational equipment condition data feature values, at least a first rotational equipment condition data feature value satisfying an anomaly threshold, wherein the first rotational equipment condition data feature value corresponds to a first rotational equipment peer device of the plurality of rotational equipment peer devices.