System and method for determining remaining useful life of igniter

The invention relates to a system and method for determining the remaining useful life of an igniter. Systems and methods are provided for determining a remaining useful life (RUL) of a component of an engine system. In one embodiment, a method includes receiving component data including sensor data...

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Hauptverfasser: ANDERSON, ALAN, C, COVER WILLIAM MARSHALL, HOWLAND JOHN, HUGHES MICHAEL T, O 'CONNOR DANIEL J, SAHALA NIDHI, JENNINGS LUKE THOMAS, BAKTHAVATSALAM, PAGARAVAN, MATTARI, CHARLES DAVID E, JOSHI SACHIN, HALB MICHAEL H
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creator ANDERSON, ALAN, C
COVER WILLIAM MARSHALL
HOWLAND JOHN
HUGHES MICHAEL T
O 'CONNOR DANIEL J
SAHALA NIDHI
JENNINGS LUKE THOMAS
BAKTHAVATSALAM, PAGARAVAN, MATTARI
CHARLES DAVID E
JOSHI SACHIN
HALB MICHAEL H
description The invention relates to a system and method for determining the remaining useful life of an igniter. Systems and methods are provided for determining a remaining useful life (RUL) of a component of an engine system. In one embodiment, a method includes receiving component data including sensor data and engine data corresponding to a component; pre-processing the component data by removing a first set of sensor data values corresponding to a first set of engine data values of the engine data; aggregating the pre-processed component data by grouping a second set of sensor values of the sensor data; determining an RUL for the component based on an RUL model associating at least a portion of the aggregated data with an RUL value; adjusting the RUL based on at least one of detecting a service event or determining that one or more sensor data values of the sensor data are outside a predetermined range of values; and providing the RUL to the user equipment. 本申请涉及用于确定点火器的剩余使用寿命的系统和方法。提供了用于确定发动机系统的部件的剩余使用寿命(RUL)的系统和方
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Systems and methods are provided for determining a remaining useful life (RUL) of a component of an engine system. In one embodiment, a method includes receiving component data including sensor data and engine data corresponding to a component; pre-processing the component data by removing a first set of sensor data values corresponding to a first set of engine data values of the engine data; aggregating the pre-processed component data by grouping a second set of sensor values of the sensor data; determining an RUL for the component based on an RUL model associating at least a portion of the aggregated data with an RUL value; adjusting the RUL based on at least one of detecting a service event or determining that one or more sensor data values of the sensor data are outside a predetermined range of values; and providing the RUL to the user equipment. 本申请涉及用于确定点火器的剩余使用寿命的系统和方法。提供了用于确定发动机系统的部件的剩余使用寿命(RUL)的系统和方</description><language>chi ; eng</language><subject>BLASTING ; CALCULATING ; COMBUSTION ENGINES ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; ELECTRIC DIGITAL DATA PROCESSING ; HEATING ; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS ; IGNITION, OTHER THAN COMPRESSION IGNITION, FORINTERNAL-COMBUSTION ENGINES ; LIGHTING ; MECHANICAL ENGINEERING ; PHYSICS ; TESTING OF IGNITION TIMING IN COMPRESSION-IGNITION ENGINES ; WEAPONS</subject><creationdate>2024</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&amp;date=20240730&amp;DB=EPODOC&amp;CC=CN&amp;NR=118410694A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25542,76289</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&amp;date=20240730&amp;DB=EPODOC&amp;CC=CN&amp;NR=118410694A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>ANDERSON, ALAN, C</creatorcontrib><creatorcontrib>COVER WILLIAM MARSHALL</creatorcontrib><creatorcontrib>HOWLAND JOHN</creatorcontrib><creatorcontrib>HUGHES MICHAEL T</creatorcontrib><creatorcontrib>O 'CONNOR DANIEL J</creatorcontrib><creatorcontrib>SAHALA NIDHI</creatorcontrib><creatorcontrib>JENNINGS LUKE THOMAS</creatorcontrib><creatorcontrib>BAKTHAVATSALAM, PAGARAVAN, MATTARI</creatorcontrib><creatorcontrib>CHARLES DAVID E</creatorcontrib><creatorcontrib>JOSHI SACHIN</creatorcontrib><creatorcontrib>HALB MICHAEL H</creatorcontrib><title>System and method for determining remaining useful life of igniter</title><description>The invention relates to a system and method for determining the remaining useful life of an igniter. 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Systems and methods are provided for determining a remaining useful life (RUL) of a component of an engine system. In one embodiment, a method includes receiving component data including sensor data and engine data corresponding to a component; pre-processing the component data by removing a first set of sensor data values corresponding to a first set of engine data values of the engine data; aggregating the pre-processed component data by grouping a second set of sensor values of the sensor data; determining an RUL for the component based on an RUL model associating at least a portion of the aggregated data with an RUL value; adjusting the RUL based on at least one of detecting a service event or determining that one or more sensor data values of the sensor data are outside a predetermined range of values; and providing the RUL to the user equipment. 本申请涉及用于确定点火器的剩余使用寿命的系统和方法。提供了用于确定发动机系统的部件的剩余使用寿命(RUL)的系统和方</abstract><oa>free_for_read</oa></addata></record>
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subjects BLASTING
CALCULATING
COMBUSTION ENGINES
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
HEATING
HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
IGNITION, OTHER THAN COMPRESSION IGNITION, FORINTERNAL-COMBUSTION ENGINES
LIGHTING
MECHANICAL ENGINEERING
PHYSICS
TESTING OF IGNITION TIMING IN COMPRESSION-IGNITION ENGINES
WEAPONS
title System and method for determining remaining useful life of igniter
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