METHOD AND SYSTEM FOR AUTOMATIC MAINTENANCE OF A MACHINE

Patent №

US 11,645,631

Granted

2023-05-09

Filed 2020

Owner

SIEMENS AKTIENGESELLSCHAFT

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16631661

A method and system for automatic maintenance of a machine (2) comprising the steps of receiving (S1) at least one maintenance relevant event (E) from a controller (3) of the machine (2); augmenting (S2) the received event (E) with the event's machine context read from a machine maintenance ontology; matching (S3) the event's machine context with maintenance rules to generate at least one maintenance task (T) comprising an associated task description; and providing (S4) a maintenance schedule for the machine (2) assigning the generated maintenance task (T) to suitable maintenance executing entities (5) on the basis of the task description of the respective maintenance task (T).

Machine learningKnowledge representationPlanningAI hardwareG06Q 10/06G06Q 10/20G06N 5/04G06N 20/00G06Q 10/1097

AI classification

Planning1.00
Knowledge representation0.97
AI hardware0.97
Machine learning0.97
Natural language0.08
Evolutionary computation0.00
Speech0.00
Vision0.00

Ownership

SIEMENS AKTIENGESELLSCHAFT

assignment · 519940038

Assignors

JOBLIN, MITCHELL, LAMPARTER, STEFFEN, MILICIC BRANDT, MAJA, SKUBACZ, MICHAL, THON, INGO

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

From the same owner

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