公开(公告)号：US10760995B2

公开(公告)日：2020-09-01

申请号：US16566136

申请日：2019-09-10

Applicant: Caterpillar Inc.

Inventor： Andrew Billing ,  Kurt Hopf ,  David J. Lin ,  Michael Campagna

IPC: G01M15/00 ,  G01M15/14 ,  G01M15/10 ,  G08B21/18

Abstract: A failure detection device is disclosed. The failure detection device may receive operations data related to operations of a set of parts of a machine. The failure detection device may process the operations data using a condition-based processing technique. The condition-based processing technique may be associated with mapping initial values of data elements of the operations data to binary values based on satisfaction of a first set of conditions by the initial values. The failure detection device may detect a presence of a possible issue with the operations of the set of parts based on a second set of conditions, associated with the binary values and the initial values, being satisfied during a time period. The failure detection device may perform, after detecting the presence of the possible issue, a set of actions related to addressing the possible issue.

公开(公告)号：US20200225118A1

公开(公告)日：2020-07-16

申请号：US16566136

申请日：2019-09-10

Applicant: Caterpillar Inc.

Inventor： Andrew Billing ,  Kurt Hopf ,  David J. Lin ,  Michael Campagna

IPC: G01M15/00 ,  G01M15/14 ,  G08B21/18 ,  G01M15/10

Abstract: A failure detection device is disclosed. The failure detection device may receive operations data related to operations of a set of parts of a machine. The failure detection device may process the operations data using a condition-based processing technique. The condition-based processing technique may be associated with mapping initial values of data elements of the operations data to binary values based on satisfaction of a first set of conditions by the initial values. The failure detection device may detect a presence of a possible issue with the operations of the set of parts based on a second set of conditions, associated with the binary values and the initial values, being satisfied during a time period. The failure detection device may perform, after detecting the presence of the possible issue, a set of actions related to addressing the possible issue.