{"id":6322,"date":"2022-02-16T15:37:13","date_gmt":"2022-02-16T12:37:13","guid":{"rendered":"http:\/\/eurocc.truba.gov.tr\/?page_id=6322"},"modified":"2022-11-22T11:46:55","modified_gmt":"2022-11-22T08:46:55","slug":"tupras","status":"publish","type":"page","link":"http:\/\/eurocc.truba.gov.tr\/?page_id=6322","title":{"rendered":"T\u00dcPRA\u015e"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6324\" src=\"http:\/\/eurocc.truba.gov.tr\/wp-content\/uploads\/2022\/02\/Tupras-2.png\" alt=\"\" width=\"210\" height=\"40\" \/><\/p>\n<p><strong><span style=\"font-family: georgia, palatino; font-size: 18px;\">Synthetic IoT Data Generation using HPC Infrastructure<\/span><\/strong><\/p>\n<p><span style=\"font-size: 18px;\"><strong>Experts<\/strong>: Altan Ko\u00e7yi\u011fit, Erhan Eren, Kerem Nazl\u0131el<\/span><\/p>\n<p><span style=\"font-size: 18px;\"><strong>Infrastructure Expert<\/strong>: Kerem Kayabay<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 18px;\">Turkey Petroleum Refineries Corporation (T\u00dcPRA\u015e) operates four refineries in Turkey, controlling most of Turkey&#8217;s crude oil refining capacity. Many heterogeneous units in the field produce time-series Internet of Things (IoT) data. Among the factors that cause heterogeneity are various brands, tasks, degradation levels, and configurations. These units generate more detailed alarm data (e.g., frequency, action) or process data (e.g., key-value pairs) logged in lower granularity. The company wants to utilize these datasets for multiple purposes, such as alarm filtering and root-cause analysis. However, the industrial and heterogeneous nature of these units, varying granularities in datasets, and missing periods cause problems in data analysis. Within this project&#8217;s scope, T\u00dcPRA\u015e will try to generate synthetic IoT data leveraging HPC resources to mitigate issues caused by data quality.<\/span><\/p>\n<p><span style=\"font-size: 18px;\">Please<a href=\"http:\/\/eurocc.truba.gov.tr\/wp-content\/uploads\/2022\/11\/TUPRAS-sonuc.pdf\"> click<\/a> here to view the results of this study.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Synthetic IoT Data Generation using HPC Infrastructure Experts: Altan Ko\u00e7yi\u011fit, Erhan Eren, Kerem Nazl\u0131el Infrastructure Expert: Kerem Kayabay Turkey Petroleum Refineries Corporation (T\u00dcPRA\u015e) operates four refineries in Turkey, controlling most of Turkey&#8217;s crude oil refining capacity. Many heterogeneous units in the field produce time-series Internet of Things (IoT) data. Among the factors that cause heterogeneity&hellip; <a class=\"more-link\" href=\"http:\/\/eurocc.truba.gov.tr\/?page_id=6322\">Okumaya devam et <span class=\"screen-reader-text\">T\u00dcPRA\u015e<\/span><\/a><\/p>\n","protected":false},"author":10,"featured_media":0,"parent":5078,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-6322","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"http:\/\/eurocc.truba.gov.tr\/index.php?rest_route=\/wp\/v2\/pages\/6322","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/eurocc.truba.gov.tr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/eurocc.truba.gov.tr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/eurocc.truba.gov.tr\/index.php?rest_route=\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"http:\/\/eurocc.truba.gov.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6322"}],"version-history":[{"count":5,"href":"http:\/\/eurocc.truba.gov.tr\/index.php?rest_route=\/wp\/v2\/pages\/6322\/revisions"}],"predecessor-version":[{"id":6931,"href":"http:\/\/eurocc.truba.gov.tr\/index.php?rest_route=\/wp\/v2\/pages\/6322\/revisions\/6931"}],"up":[{"embeddable":true,"href":"http:\/\/eurocc.truba.gov.tr\/index.php?rest_route=\/wp\/v2\/pages\/5078"}],"wp:attachment":[{"href":"http:\/\/eurocc.truba.gov.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}