Systems and methods for monitoring and adjusting operation of a mover system

A method, comprising:

• receiving, via processing circuitry, an anomaly state model for a mover system comprising a track and a plurality of mover assemblies independently movable along the track, wherein the anomaly state model comprises a plurality of signatures, and each signature of the plurality of signatures is indicative of an anomaly state of the mover system;
• receiving, via the processing circuitry, a sensor dataset during operation of the mover system;
• determining, via the processing circuitry, the sensor dataset corresponds to a signature of the plurality of signatures of the anomaly state model;
• determining, via the processing circuitry, an adjustment operation of the mover system based on the signature;
• and
• adjusting, via the processing circuitry, the operation of the mover system in accordance with the adjustment operation.

A mover system, comprising:

• a track;
• a plurality of mover assemblies, wherein each mover assembly of the plurality of mover assemblies is configured to move along the track independently of one another;
• and
• a control system configured to perform operations comprising:
• receiving a first dataset;
• identifying a subset of the first dataset associated with a normal operating state of the mover system based on state data associated with the mover system;
• receiving a second dataset during operation of the mover system;
• determining the second dataset comprises a set of differences from the subset of the first dataset;
• determining the second dataset corresponds to a signature indicative of an anomaly state;
• and
• adjusting the operation of the mover system in response to determining the second dataset comprises the set of differences from the subset of the first dataset and determining the second dataset corresponds to the signature.