The invention relates to the technical field of
logistics management, and discloses an operation and control
analysis method, device and equipment based on logistics transportation, and a medium, and the method comprises the steps: carrying out the preprocessing of to-be-controlled waybill data, removing
invalid data, and screening an effective delivery
record as a judgment basis; establishing a multi-layer affiliation relationship according to the judgment basis and marking
label information; inputting the waybill data, the corresponding multi-layer affiliation relationship and the
label information into an abnormal path identification model, and outputting an abnormal type corresponding to the waybill data, wherein the abnormal type at least comprises
trunk line empty running, advanced departure and non-network area
recovery type anomalies; and generating an abnormal path trend according to the waybill data and the corresponding abnormal type, and generating delivery optimization information according to the abnormal path trend, the
delivery vehicle corresponding to the waybill data and the main delivery area so as to perform delivery optimization on the waybill data within the set time and distance range. The method is suitable for
intelligent management of logistics enterprises on delivery path optimization, transport capacity scheduling and operation efficiency improvement.