INTELLIGENT CONDITION MONITORING AND FAULT DIAGNOSTIC SYSTEM FOR PREVENTATIVE MAINTENANCE

Patent №

US 9,104,650

Granted

2015-08-11

Filed 2013

Owner

BROOKS AUTOMATION, INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13739831

A system for condition monitoring and fault diagnosis includes a data collection function that acquires time histories of selected variables for one or more of the components, a pre-processing function that calculates specified characteristics of the time histories, an analysis function for evaluating the characteristics to produce one or more hypotheses of a condition of the one or more components, and a reasoning function for determining the condition of the one or more components from the one or more hypotheses.

Machine learningKnowledge representationPlanningAI hardwareG05B 23/0283B25J 9/1674G05B 19/41875G05B 23/0221G06F 11/2257

AI classification

Planning1.00
AI hardware0.92
Machine learning0.89
Knowledge representation0.76
Natural language0.02
Speech0.00
Evolutionary computation0.00
Vision0.00

Ownership

BROOKS AUTOMATION, INC.

assignment · 306540478

Assignors

HOSEK, MARTIN, KRISHNASAMY, JAY, PROCHAZKA, JAN

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

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