FAULT DETECTION AND RESPONSE TECHNIQUES

Patent №

US 9,429,092

Granted

2016-08-30

Filed 2011

Owner

CUMMINS INC.

+1 more

Lab

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13184843

Systems and methods for detecting, predicting and/or responding to faults are disclosed. In one form, a sensor can be operatively coupled to an engine system having a component and a control system is coupled to the sensor. The sensor can be structured to monitor the engine system and generate corresponding sensor information. The control system can be structured to: generate an operational signature based on the sensor information, estimate whether a fault (e.g., a mechanical fault of the component and/or a performance fault of the engine system) exists based on the operational signature, determine an engine operating mode adjustment if the fault exists and output the engine operating mode adjustment to an output device. Systems and methods for increasing the accuracy by which faults are detected and/or predicted are also disclosed. The engine operating mode adjustment can be applied to protect engine system components from being undesirably damaged to faults.

PlanningF02D 41/22F02B 77/08G01M 15/12F02D 41/1498Y02T 10/40

AI classification

Planning1.00
Evolutionary computation0.24
AI hardware0.11
Machine learning0.07
Vision0.03
Knowledge representation0.01
Natural language0.00
Speech0.00

Ownership

CUMMINS INC.

assignment · 279980258

ROSERO, CARLOS A

assignment · 345350501

Assignors

ROSERO, CARLOS A.

On an employer assignment, the assignors are typically the inventors.

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