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.
AI classification
Ownership
BROOKS AUTOMATION, INC.
assignment · 306540478
Assignors
HOSEK, MARTIN, KRISHNASAMY, JAY, PROCHAZKA, JAN
On an employer assignment, the assignors are typically the inventors.