Patent ID: 11947438
Assignee: XI'AN ZHONGXING NEW SOFTWARE CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G  Y | IPC G

Claim 2:
3. The operation and maintenance system according to claim 1, wherein
manners in which the exception and fault labeling device performs exception and fault labeling comprise: a manual manner, a semi-manual manner, a semi-supervised learning manner, and a transfer learning manner;
the manual manner includes: labeling a detailed operation and maintenance record extracted as required from the data storage device, according to a fault occurrence device, a fault type, and a fault cause;
the semi-manual manner includes: labeling the exception and the fault confirmed through checking and outputted from the result checking device, according to the fault occurrence device, the fault type, and the fault cause;
the semi-supervised learning manner includes: labeling the data used by the automatic model training and assessment device for training, test, and verification, by using a semi-supervised learning algorithm and some labeling samples that have been labeled; and
the transfer learning manner includes: learning from similar third-party labeling data by using a transfer learning technology, to generate labeling data needed by the operation and maintenance system.