SYSTEMS AND METHODS FOR PREDICTING FAILURE OF ELECTRONIC SYSTEMS AND ASSESSING LEVEL OF DEGRADATION AND REMAINING USEFUL LIFE

Patent №

US 8,103,463

Granted

2012-01-24

Filed 2007

Owner

IMPACT TECHNOLOGIES, LLC

+1 more

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11859256

Disclosed are systems and methods for prognostic health management (PHM) of electronic systems. Such systems and methods present challenges traditionally viewed as either insurmountable or otherwise not worth the cost of pursuit. The systems and methods are directed to the health monitoring and failure prediction of electronic systems, including the diagnostic methods employed to assess current health state and prognostic methods for the prediction of electronic system failures and remaining useful life. The disclosed methodologies include three techniques: (1) use of existing electronic systems data (circuit as a sensor); (2) use of available external measurements as condition indicators and degradation assessor; and (3) performance assessment metrics derived from available external measurements.

AI classification

Planning1.00
Machine learning0.95
Knowledge representation0.90
Vision0.01
Natural language0.00
AI hardware0.00
Evolutionary computation0.00
Speech0.00

Ownership

IMPACT TECHNOLOGIES, LLC

assignment · 237750021

SIKORSKY AIRCRAFT CORPORATION

merger · 313590829

Assignors

KALGREN, PATRICK W., GINART, ANTONIO E., NANDURI, SASHANK, BOODHANSINGH, ANTHONY J., ORSAGH, ROLF F., BROWN, DOUGLAS W., SIPOS, BRIAN J., MINNELLA, CHRISTOPHER M., BAYBUTT, MARK

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

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