Diagnostic Baselining

Patent №

US 11,048,604

Granted

2021-06-29

Filed 2014

Owner

SNAP-ON INCORPORATED

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14260929

Disclosed are methods and devices related to diagnosing a device-under-service (DUS) are disclosed. DUS-related data is received. The DUS-related data is determined to be aggregated into aggregated data based on a determined classification of the DUS-related data. An aggregated-data comparison of the DUS-related data and aggregated data is generated. The aggregated-data comparison can include a statistical analysis of the DUS-related data and/or a differential analysis of DUS-related data taken while the DUS is operating in two or more operating states. A DUS report is generated based on the aggregated-data comparison. The DUS report can include one or more sub-strategies. At least one of the one or more sub-strategies can include a sub-strategy-success estimate. The DUS report can be sent and a DUS-report display can be generated based on the DUS report.

Machine learningPlanningAI hardwareG06F 11/30G01M 17/00G05B 23/0281G07C 5/0808

AI classification

Planning1.00
AI hardware0.91
Machine learning0.80
Natural language0.18
Knowledge representation0.07
Vision0.07
Evolutionary computation0.00
Speech0.00

Ownership

SNAP-ON INCORPORATED

assignment · 327500868

Assignors

THERIOT, MARK, MERG, PATRICK S., BROZOVICH, STEVE

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

© 2026 NYSGPT2525 LLC