Patent ID: 11922256
Assignee: SIEMENS AKTIENGESELLSCHAFT
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. A training system for training a model for determining at least one tag value of a tag, the training system comprising:
a) a first tag reader installed between a first and a second position, within a proximity of a transportation system, the first tag reader being configured to generate a first set of sensor outputs by reading a plurality of tags, each tag of the plurality of tags being located on a corresponding object moving at a first velocity on the transportation system, and each sensor output from the first set of sensor outputs from the first set of sensor outputs being at least one of an erroneous and incomplete representation of at least one tag value of a corresponding tag;
b) a second tag reader installed between a third and a fourth position, within a proximity of the transportation system, the second tag reader being configured to generate a second set of sensor outputs by reading the plurality of tags, each tag of the plurality of tags being located on a corresponding object moving at a second velocity on the transportation system, and each sensor output from the second set of sensor outputs forming a complete representation of at least one tag value of the corresponding tag; and
c) an industrial device connected to the first and second tag readers, the industrial device being configured to:
i) receive the first set of sensor outputs from the first tag reader and the second set of sensor outputs from the second tag reader; and
ii) train the model by mapping the first set of sensor data with the second set of sensor data, each sensor output from the first set of sensor data of a corresponding tag being mapped to a sensor output from the second set of sensor data of the corresponding tag based on a tag identifier of the corresponding tag.