SYSTEMS, METHODS AND COMPUTER PROGRAM PRODUCTS FOR ANOMALY DETECTION
The invention provides systems and methods for detection of anomaly events or error events within a process environment by implementing a hybrid of centralized classifier models and edge node based classifier models. The invention comprises (i) receiving a first set of information from a first set o...
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| creator | SYED, Nabil Ahmed KERI, Sunil RAMANNA PERIASWAMY, Subramanian |
| description | The invention provides systems and methods for detection of anomaly events or error events within a process environment by implementing a hybrid of centralized classifier models and edge node based classifier models. The invention comprises (i) receiving a first set of information from a first set of field devices located within a process control environment, (ii) transmitting a first input vector generated based on the first set of information, to a first anomaly detector implemented within an edge node configured to provide gateway access to said process control environment, wherein said first anomaly detector implements a first classifier model, (iii) responsive to the first anomaly detector detecting a anomaly event based on the transmitted first input vector, transmitting a second input vector to a second anomaly detector implemented within a cloud based server, and (iv) generating a anomaly event alert responsive to at least one of the first anomaly detector and the second anomaly detector detecting an anomaly event. |
| format | Patent |
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The invention comprises (i) receiving a first set of information from a first set of field devices located within a process control environment, (ii) transmitting a first input vector generated based on the first set of information, to a first anomaly detector implemented within an edge node configured to provide gateway access to said process control environment, wherein said first anomaly detector implements a first classifier model, (iii) responsive to the first anomaly detector detecting a anomaly event based on the transmitted first input vector, transmitting a second input vector to a second anomaly detector implemented within a cloud based server, and (iv) generating a anomaly event alert responsive to at least one of the first anomaly detector and the second anomaly detector detecting an anomaly event.</description><language>eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; CONTROL OR REGULATING SYSTEMS IN GENERAL ; CONTROLLING ; COUNTING ; ELECTRIC COMMUNICATION TECHNIQUE ; ELECTRICITY ; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS ; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS ; PHYSICS ; REGULATING ; TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION</subject><creationdate>2019</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=20190328&DB=EPODOC&CC=US&NR=2019098035A1$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25555,76308</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20190328&DB=EPODOC&CC=US&NR=2019098035A1$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>SYED, Nabil Ahmed</creatorcontrib><creatorcontrib>KERI, Sunil RAMANNA</creatorcontrib><creatorcontrib>PERIASWAMY, Subramanian</creatorcontrib><title>SYSTEMS, METHODS AND COMPUTER PROGRAM PRODUCTS FOR ANOMALY DETECTION</title><description>The invention provides systems and methods for detection of anomaly events or error events within a process environment by implementing a hybrid of centralized classifier models and edge node based classifier models. The invention comprises (i) receiving a first set of information from a first set of field devices located within a process control environment, (ii) transmitting a first input vector generated based on the first set of information, to a first anomaly detector implemented within an edge node configured to provide gateway access to said process control environment, wherein said first anomaly detector implements a first classifier model, (iii) responsive to the first anomaly detector detecting a anomaly event based on the transmitted first input vector, transmitting a second input vector to a second anomaly detector implemented within a cloud based server, and (iv) generating a anomaly event alert responsive to at least one of the first anomaly detector and the second anomaly detector detecting an anomaly event.</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>CONTROL OR REGULATING SYSTEMS IN GENERAL</subject><subject>CONTROLLING</subject><subject>COUNTING</subject><subject>ELECTRIC COMMUNICATION TECHNIQUE</subject><subject>ELECTRICITY</subject><subject>FUNCTIONAL ELEMENTS OF SUCH SYSTEMS</subject><subject>MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS</subject><subject>PHYSICS</subject><subject>REGULATING</subject><subject>TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2019</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZHAJjgwOcfUN1lHwdQ3x8HcJVnD0c1Fw9vcNCA1xDVIICPJ3D3L0BdEuoc4hwQpu_kFAFf6-jj6RCi6uIa7OIZ7-fjwMrGmJOcWpvFCam0HZzTXE2UM3tSA_PrW4IDE5NS-1JD402MjA0NLA0sLA2NTR0Jg4VQAtSC0G</recordid><startdate>20190328</startdate><enddate>20190328</enddate><creator>SYED, Nabil Ahmed</creator><creator>KERI, Sunil RAMANNA</creator><creator>PERIASWAMY, Subramanian</creator><scope>EVB</scope></search><sort><creationdate>20190328</creationdate><title>SYSTEMS, METHODS AND COMPUTER PROGRAM PRODUCTS FOR ANOMALY DETECTION</title><author>SYED, Nabil Ahmed ; KERI, Sunil RAMANNA ; PERIASWAMY, Subramanian</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_US2019098035A13</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng</language><creationdate>2019</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>CONTROL OR REGULATING SYSTEMS IN GENERAL</topic><topic>CONTROLLING</topic><topic>COUNTING</topic><topic>ELECTRIC COMMUNICATION TECHNIQUE</topic><topic>ELECTRICITY</topic><topic>FUNCTIONAL ELEMENTS OF SUCH SYSTEMS</topic><topic>MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS</topic><topic>PHYSICS</topic><topic>REGULATING</topic><topic>TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION</topic><toplevel>online_resources</toplevel><creatorcontrib>SYED, Nabil Ahmed</creatorcontrib><creatorcontrib>KERI, Sunil RAMANNA</creatorcontrib><creatorcontrib>PERIASWAMY, Subramanian</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>SYED, Nabil Ahmed</au><au>KERI, Sunil RAMANNA</au><au>PERIASWAMY, Subramanian</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>SYSTEMS, METHODS AND COMPUTER PROGRAM PRODUCTS FOR ANOMALY DETECTION</title><date>2019-03-28</date><risdate>2019</risdate><abstract>The invention provides systems and methods for detection of anomaly events or error events within a process environment by implementing a hybrid of centralized classifier models and edge node based classifier models. The invention comprises (i) receiving a first set of information from a first set of field devices located within a process control environment, (ii) transmitting a first input vector generated based on the first set of information, to a first anomaly detector implemented within an edge node configured to provide gateway access to said process control environment, wherein said first anomaly detector implements a first classifier model, (iii) responsive to the first anomaly detector detecting a anomaly event based on the transmitted first input vector, transmitting a second input vector to a second anomaly detector implemented within a cloud based server, and (iv) generating a anomaly event alert responsive to at least one of the first anomaly detector and the second anomaly detector detecting an anomaly event.</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONTROL OR REGULATING SYSTEMS IN GENERAL CONTROLLING COUNTING ELECTRIC COMMUNICATION TECHNIQUE ELECTRICITY FUNCTIONAL ELEMENTS OF SUCH SYSTEMS MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS PHYSICS REGULATING TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION |
| title | SYSTEMS, METHODS AND COMPUTER PROGRAM PRODUCTS FOR ANOMALY DETECTION |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-15T07%3A30%3A55IST&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=SYED,%20Nabil%20Ahmed&rft.date=2019-03-28&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3EUS2019098035A1%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 |