{"id":2796,"date":"2021-02-25T08:58:30","date_gmt":"2021-02-25T08:58:30","guid":{"rendered":"http:\/\/ingenium.uclm.es\/?p=2796"},"modified":"2021-02-25T08:58:30","modified_gmt":"2021-02-25T08:58:30","slug":"ana-maria-peco-has-presented-support-vector-machine-for-false-alarm-detection-in-wind-turbine-management-in-iccia-2021","status":"publish","type":"post","link":"https:\/\/ingenium.uclm.es\/index.php\/2021\/02\/25\/ana-maria-peco-has-presented-support-vector-machine-for-false-alarm-detection-in-wind-turbine-management-in-iccia-2021\/","title":{"rendered":"Ana Maria Peco has presented \u201cSupport Vector Machine for False Alarm Detection in Wind turbine Management\u201d in ICCIA 2021"},"content":{"rendered":"

Ingenium has attended the 7th International Conference on Control, Instrumentation and Automation 2021, placed in <\/span>Tabiz<\/span> (IRAN) during February 23-24th. This conference is\u00a0<\/span>organizated<\/span>\u00a0by the University of Tabriz.\u00a0<\/span><\/span>The development and enhancement of technical knowledge, as well as the exchange of the latest scientific findings and research results in the field of control engineering, Instrumentation and Automation, which are the results of <\/span>research<\/span>\u00a0have been done by craftsmen, researchers and thinkers at research\u00a0<\/span>centers<\/span> and universities both inside and outside of the country, have been the main objectives of the conference.<\/span><\/span>\u00a0<\/span><\/p>\n

Ana Maria Peco has presented the article entitled \u201cSupport Vector Machine for False Alarm Detection in Wind turbine Management\u201d <\/span><\/span>in the field of Artificial intelligence applications in control. The paper will be\u00a0<\/span>publisehd<\/span>\u00a0in\u00a0<\/span><\/span>IEEE digital library (IEEE Xplore) and indexed by EI.<\/span><\/span>\u00a0<\/span><\/p>\n

Supervisory control and data acquisition systems are used to monitor and control the condition of wind turbines. The volume of data obtained by monitoring systems requires of advance analytics based on artificial intelligence algorithms to process the information. The novelty proposed in this work is to employ a support vector machine algorithm for the prediction and detection of false alarms. A real case study is presented with dataset from a real wind turbine with the objective of identifying false alarms. The results show accuracy values around 98%.<\/p>\n

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Ingenium has attended the 7th International Conference on Control, Instrumentation and Automation 2021, placed in Tabiz (IRAN) during February 23-24th. This conference is\u00a0organizated\u00a0by the University of Tabriz.\u00a0The development and enhancement of technical knowledge, as well as the exchange of the latest scientific findings and research results in the field of control engineering, Instrumentation and Automation,…<\/p>\n","protected":false},"author":1,"featured_media":2797,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[208,8,93,12,14,22],"class_list":["post-2796","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-artificial-intelligence","tag-condition-monitoring","tag-conference-es","tag-ingenium","tag-maintenance-management","tag-wind-turbine"],"_links":{"self":[{"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/posts\/2796","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/comments?post=2796"}],"version-history":[{"count":1,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/posts\/2796\/revisions"}],"predecessor-version":[{"id":2798,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/posts\/2796\/revisions\/2798"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/media\/2797"}],"wp:attachment":[{"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/media?parent=2796"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/categories?post=2796"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ingenium.uclm.es\/index.php\/wp-json\/wp\/v2\/tags?post=2796"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}