公开(公告)号：US20220188990A1

公开(公告)日：2022-06-16

申请号：US17550167

申请日：2021-12-14

Applicant: ABB Schweiz AG

Inventor： Vidyadhar Rao ,  Jinendra Gugaliya

IPC: G06T5/00 ,  G06V20/62

Abstract: A computer-implemented method and arrangements for generating human machine interface, HMI, graphics associated with an industrial automation system implementing machine learning include receiving migrated HMI graphics. The migrated HMI graphics are obtained from a legacy HMI graphics and comprise a plurality of industrial objects. Further, the method comprises identifying a missing industrial object in said migrated HMI graphics using a historical labelled dataset comprising a plurality of labelled HMI graphics of the industrial object that comprises a graphical object and a data object. Once, the missing industrial object is identified the migrated HMI graphics is therefore corrected to include the identified missing industrial object and a corrected HMI graphics is generated. Furthermore, the method comprises transmitting a notification indicating the corrected HMI graphics to a computing device.

公开(公告)号：US11734803B2

公开(公告)日：2023-08-22

申请号：US17550167

申请日：2021-12-14

Applicant: ABB Schweiz AG

Inventor： Vidyadhar Rao ,  Jinendra Gugaliya

IPC: G06T5/00 ,  G06V20/62

CPC classification number: G06T5/005 ,  G06V20/63 ,  G06T2207/30108

Abstract: A computer-implemented method and arrangements for generating human machine interface, HMI, graphics associated with an industrial automation system implementing machine learning include receiving migrated HMI graphics. The migrated HMI graphics are obtained from a legacy HMI graphics and comprise a plurality of industrial objects. Further, the method comprises identifying a missing industrial object in said migrated HMI graphics using a historical labelled dataset comprising a plurality of labelled HMI graphics of the industrial object that comprises a graphical object and a data object. Once, the missing industrial object is identified the migrated HMI graphics is therefore corrected to include the identified missing industrial object and a corrected HMI graphics is generated. Furthermore, the method comprises transmitting a notification indicating the corrected HMI graphics to a computing device.