SYSTEM AND METHOD FOR ESTIMATING ENGINE OIL HEALTH

Patent №

US 9,714,931

Granted

2017-07-25

Filed 2014

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14476378

A system includes a sensor that may measure one or more engine oil parameters to assess engine oil health of an engine and a processor communicatively coupled to the sensor and that may receive a signal from the sensor. The signal is representative of a real-time measurement of the one or more engine oil parameters. The processor may also estimate the one or more engine oil parameters over time via an adaptive predictive model associated with the one or more engine oil parameters to generate estimated data and reconcile the real-time measurement and the estimated data to generate an integrated engine oil degradation model and predict engine oil remaining useful life based on the integrated engine oil degradation model and one or more condemn limits associated with the one or more engine oil parameters.

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Evolutionary computation0.76
Vision0.10
Knowledge representation0.02
Natural language0.00
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 336610308

Assignors

PRABHU, RAHUL SRINIVAS, SHANMUKH, SARATCHANDRA, MADYASTHA, VENKATESH KATTIGARI, ADHIACHARI, SUBRAMANI, VIJAY, SETHURAMAN, KAYAL, PARTHO

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

From the same owner

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