SYSTEM AND METHOD FOR MONITORING HEALTH AND PREDICTING FAILURE OF AN ELECTRO-MECHANICAL MACHINE
This disclosure relates to a method and system for monitoring health and predicting failure of an electro-mechanical machine. In an embodiment, the method may include receiving a plurality of operational parameters with respect to the electro-mechanical machine and determining a set of features and...
Gespeichert in:
| Hauptverfasser: | , , , , , |
|---|---|
| Format: | Patent |
| Sprache: | eng ; fre ; ger |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | |
|---|---|
| container_issue | |
| container_start_page | |
| container_title | |
| container_volume | |
| creator | PAUL, Uddipan MALHOTRA, Siddhant CHATURVEDI, Ratheen SHUKLA, Shailendra DHAMELIYA, Mayur J JADHAV, Santosh |
| description | This disclosure relates to a method and system for monitoring health and predicting failure of an electro-mechanical machine. In an embodiment, the method may include receiving a plurality of operational parameters with respect to the electro-mechanical machine and determining a set of features and a set of events, based on the plurality of operational parameters. The method may further include detecting one or more fault signatures associated the electro-mechanical machine based on at least one of the plurality of operational parameters, the set of features, or the set of events. The method may further include determining at least one of a time to the possible failure and a remaining useful life of the electro-mechanical machine based on at least one of the plurality of operational parameters, the set of features, the set of events, or the one or more fault signature, by using a hybrid machine learning model. |
| format | Patent |
| fullrecord | <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_EP3776215A4</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>EP3776215A4</sourcerecordid><originalsourceid>FETCH-epo_espacenet_EP3776215A43</originalsourceid><addsrcrecordid>eNqNiksKwjAQQLtxIeod5gJdaNWuh2RiBvIp6XThKhSJK9FCvT9-8ACuHrz3llXuz72QBwwaPImNGkxM4GNgiYnDCSyhE_sdukSalXysQXZDIojmXYAcKUmx9qQsBlbowKOyHGhdLa7jbS6bH1cVGBJl6zI9cpmn8VLu5Zmpa9r2uNsecN_8sbwAwLoyaw</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>SYSTEM AND METHOD FOR MONITORING HEALTH AND PREDICTING FAILURE OF AN ELECTRO-MECHANICAL MACHINE</title><source>esp@cenet</source><creator>PAUL, Uddipan ; MALHOTRA, Siddhant ; CHATURVEDI, Ratheen ; SHUKLA, Shailendra ; DHAMELIYA, Mayur J ; JADHAV, Santosh</creator><creatorcontrib>PAUL, Uddipan ; MALHOTRA, Siddhant ; CHATURVEDI, Ratheen ; SHUKLA, Shailendra ; DHAMELIYA, Mayur J ; JADHAV, Santosh</creatorcontrib><description>This disclosure relates to a method and system for monitoring health and predicting failure of an electro-mechanical machine. In an embodiment, the method may include receiving a plurality of operational parameters with respect to the electro-mechanical machine and determining a set of features and a set of events, based on the plurality of operational parameters. The method may further include detecting one or more fault signatures associated the electro-mechanical machine based on at least one of the plurality of operational parameters, the set of features, or the set of events. The method may further include determining at least one of a time to the possible failure and a remaining useful life of the electro-mechanical machine based on at least one of the plurality of operational parameters, the set of features, the set of events, or the one or more fault signature, by using a hybrid machine learning model.</description><language>eng ; fre ; ger</language><subject>CALCULATING ; COMPUTING ; CONTROL OR REGULATING SYSTEMS IN GENERAL ; CONTROLLING ; COUNTING ; ELECTRIC DIGITAL DATA PROCESSING ; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS ; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS ; PHYSICS ; REGULATING</subject><creationdate>2022</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&date=20220406&DB=EPODOC&CC=EP&NR=3776215A4$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20220406&DB=EPODOC&CC=EP&NR=3776215A4$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>PAUL, Uddipan</creatorcontrib><creatorcontrib>MALHOTRA, Siddhant</creatorcontrib><creatorcontrib>CHATURVEDI, Ratheen</creatorcontrib><creatorcontrib>SHUKLA, Shailendra</creatorcontrib><creatorcontrib>DHAMELIYA, Mayur J</creatorcontrib><creatorcontrib>JADHAV, Santosh</creatorcontrib><title>SYSTEM AND METHOD FOR MONITORING HEALTH AND PREDICTING FAILURE OF AN ELECTRO-MECHANICAL MACHINE</title><description>This disclosure relates to a method and system for monitoring health and predicting failure of an electro-mechanical machine. In an embodiment, the method may include receiving a plurality of operational parameters with respect to the electro-mechanical machine and determining a set of features and a set of events, based on the plurality of operational parameters. The method may further include detecting one or more fault signatures associated the electro-mechanical machine based on at least one of the plurality of operational parameters, the set of features, or the set of events. The method may further include determining at least one of a time to the possible failure and a remaining useful life of the electro-mechanical machine based on at least one of the plurality of operational parameters, the set of features, the set of events, or the one or more fault signature, by using a hybrid machine learning model.</description><subject>CALCULATING</subject><subject>COMPUTING</subject><subject>CONTROL OR REGULATING SYSTEMS IN GENERAL</subject><subject>CONTROLLING</subject><subject>COUNTING</subject><subject>ELECTRIC DIGITAL DATA PROCESSING</subject><subject>FUNCTIONAL ELEMENTS OF SUCH SYSTEMS</subject><subject>MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS</subject><subject>PHYSICS</subject><subject>REGULATING</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2022</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNiksKwjAQQLtxIeod5gJdaNWuh2RiBvIp6XThKhSJK9FCvT9-8ACuHrz3llXuz72QBwwaPImNGkxM4GNgiYnDCSyhE_sdukSalXysQXZDIojmXYAcKUmx9qQsBlbowKOyHGhdLa7jbS6bH1cVGBJl6zI9cpmn8VLu5Zmpa9r2uNsecN_8sbwAwLoyaw</recordid><startdate>20220406</startdate><enddate>20220406</enddate><creator>PAUL, Uddipan</creator><creator>MALHOTRA, Siddhant</creator><creator>CHATURVEDI, Ratheen</creator><creator>SHUKLA, Shailendra</creator><creator>DHAMELIYA, Mayur J</creator><creator>JADHAV, Santosh</creator><scope>EVB</scope></search><sort><creationdate>20220406</creationdate><title>SYSTEM AND METHOD FOR MONITORING HEALTH AND PREDICTING FAILURE OF AN ELECTRO-MECHANICAL MACHINE</title><author>PAUL, Uddipan ; MALHOTRA, Siddhant ; CHATURVEDI, Ratheen ; SHUKLA, Shailendra ; DHAMELIYA, Mayur J ; JADHAV, Santosh</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_EP3776215A43</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng ; fre ; ger</language><creationdate>2022</creationdate><topic>CALCULATING</topic><topic>COMPUTING</topic><topic>CONTROL OR REGULATING SYSTEMS IN GENERAL</topic><topic>CONTROLLING</topic><topic>COUNTING</topic><topic>ELECTRIC DIGITAL DATA PROCESSING</topic><topic>FUNCTIONAL ELEMENTS OF SUCH SYSTEMS</topic><topic>MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS</topic><topic>PHYSICS</topic><topic>REGULATING</topic><toplevel>online_resources</toplevel><creatorcontrib>PAUL, Uddipan</creatorcontrib><creatorcontrib>MALHOTRA, Siddhant</creatorcontrib><creatorcontrib>CHATURVEDI, Ratheen</creatorcontrib><creatorcontrib>SHUKLA, Shailendra</creatorcontrib><creatorcontrib>DHAMELIYA, Mayur J</creatorcontrib><creatorcontrib>JADHAV, Santosh</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>PAUL, Uddipan</au><au>MALHOTRA, Siddhant</au><au>CHATURVEDI, Ratheen</au><au>SHUKLA, Shailendra</au><au>DHAMELIYA, Mayur J</au><au>JADHAV, Santosh</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>SYSTEM AND METHOD FOR MONITORING HEALTH AND PREDICTING FAILURE OF AN ELECTRO-MECHANICAL MACHINE</title><date>2022-04-06</date><risdate>2022</risdate><abstract>This disclosure relates to a method and system for monitoring health and predicting failure of an electro-mechanical machine. In an embodiment, the method may include receiving a plurality of operational parameters with respect to the electro-mechanical machine and determining a set of features and a set of events, based on the plurality of operational parameters. The method may further include detecting one or more fault signatures associated the electro-mechanical machine based on at least one of the plurality of operational parameters, the set of features, or the set of events. The method may further include determining at least one of a time to the possible failure and a remaining useful life of the electro-mechanical machine based on at least one of the plurality of operational parameters, the set of features, the set of events, or the one or more fault signature, by using a hybrid machine learning model.</abstract><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | |
| ispartof | |
| issn | |
| language | eng ; fre ; ger |
| recordid | cdi_epo_espacenet_EP3776215A4 |
| source | esp@cenet |
| subjects | CALCULATING COMPUTING CONTROL OR REGULATING SYSTEMS IN GENERAL CONTROLLING COUNTING ELECTRIC DIGITAL DATA PROCESSING FUNCTIONAL ELEMENTS OF SUCH SYSTEMS MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS PHYSICS REGULATING |
| title | SYSTEM AND METHOD FOR MONITORING HEALTH AND PREDICTING FAILURE OF AN ELECTRO-MECHANICAL MACHINE |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-22T15%3A00%3A53IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-epo_EVB&rft_val_fmt=info:ofi/fmt:kev:mtx:patent&rft.genre=patent&rft.au=PAUL,%20Uddipan&rft.date=2022-04-06&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3EEP3776215A4%3C/epo_EVB%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |