COMPREHENSIVE FAULT DETECTION AND DIAGNOSIS OF ROBOTS

Patent №

US 10,335,962

Granted

2019-07-02

Filed 2018

Owner

KNOWLEDGE INITIATIVES LLC

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15909869

A system and related systems for detecting and diagnosing fault of a robot is provided. The method comprises: performing simulations according to robot control commands; calculating discrepancy between actual performance of robot based on the control commands and the results generated by the simulation, wherein a presence of discrepancy is indicative of fault; performing diagnostic exercises according to the discrepancy to identify a cause of the fault.

Machine learningKnowledge representationPlanningAI hardwareB25J 19/0095B25J 9/1674G05B 2219/33286G05B 2219/39413Y10S 901/46

AI classification

Machine learning1.00
Planning1.00
Knowledge representation1.00
AI hardware0.98
Vision0.00
Natural language0.00
Speech0.00
Evolutionary computation0.00

Ownership

KNOWLEDGE INITIATIVES LLC

assignment · 467660647

Assignors

ROSENBERG, BARR

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

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