公开(公告)号：US11945116B2

公开(公告)日：2024-04-02

申请号：US17146499

申请日：2021-01-12

Applicant: ABB Schweiz AG

Inventor： Mithun Acharya ,  Boris Fiedler ,  Benjamin Kloepper ,  Karl Severin

IPC: B25J9/00 ,  B25J9/16 ,  B25J13/00 ,  B25J13/08 ,  H04L67/00 ,  H04L67/303

CPC classification number: B25J9/1658 ,  B25J9/003 ,  B25J9/0084 ,  B25J9/1661 ,  B25J9/1689 ,  B25J9/1697 ,  B25J13/006 ,  B25J13/08 ,  B25J13/085 ,  H04L67/303 ,  H04L67/34

Abstract: A method for problem diagnosis in a robot system having one or more robots includes the steps of: a) receiving (S1) a first problem message from a robot of the robot system, the first problem message including one or more data elements descriptive of a problem experienced by the robot; b) receiving (S1) a subsequent problem message from a robot of the robot system; c) if a time elapsed between receipt of the subsequent problem message and receipt of an immediately preceding problem message is shorter than a predetermined threshold (S2), adding the subsequent problem message to a message set which comprises the immediately preceding problem message (S3); and d) if the time elapsed is longer than the predetermined threshold (S2), terminating (S4) the message set of the immediately preceding problem message without adding the subsequent problem message, and establishing (S5, S6) a new message set.

公开(公告)号：US20210129324A1

公开(公告)日：2021-05-06

申请号：US17146499

申请日：2021-01-12

Applicant: ABB Schweiz AG

Inventor： Mithun Acharya ,  Boris Fiedler ,  Benjamin Kloepper ,  Karl Severin

IPC: B25J9/16

Abstract: A method for problem diagnosis in a robot system having one or more robots includes the steps of: a) receiving (S1) a first problem message from a robot of the robot system, the first problem message including one or more data elements descriptive of a problem experienced by the robot; b) receiving (S1) a subsequent problem message from a robot of the robot system; c) if a time elapsed between receipt of the subsequent problem message and receipt of an immediately preceding problem message is shorter than a predetermined threshold (S2), adding the subsequent problem message to a message set which comprises the immediately preceding problem message (S3); and d) if the time elapsed is longer than the predetermined threshold (S2), terminating (S4) the message set of the immediately preceding problem message without adding the subsequent problem message, and establishing (S5, S6) a new message set.

公开(公告)号：US20220035334A1

公开(公告)日：2022-02-03

申请号：US16941594

申请日：2020-07-29

Applicant: ABB Schweiz AG

Inventor： Nolan Nicholas ,  Remus Boca ,  Mirrasoul Mousavi ,  Mithun Acharya

IPC: G05B19/4065 ,  G06N3/08 ,  G06F30/27

Abstract: Technologies for producing training data for identifying degradation of physical components include a system. The system includes circuitry configured to apply an accelerated degradation process to a physical component of an industrial plant. Additionally, the circuitry of the system is configured to obtain measurement data indicative of visual characteristics of the physical component at each of multiple phases of degradation, wherein the measurement data is usable to train a neural network to identify a phase of degradation of another physical component.