{"id":2710,"date":"2022-10-20T11:49:46","date_gmt":"2022-10-20T11:49:46","guid":{"rendered":"https:\/\/bdih.spri.eus\/artezketarako-datuen-analisien-inguruko-4-0-ikerketa-gunea\/"},"modified":"2026-05-24T05:02:06","modified_gmt":"2026-05-24T05:02:06","slug":"research-unit-in-data-analytics-4-0-for-grinding","status":"publish","type":"post","link":"https:\/\/bdih.spri.eus\/en\/research-unit-in-data-analytics-4-0-for-grinding\/","title":{"rendered":"Artezketarako datuen analisien inguruko 4.0 ikerketa gunea"},"content":{"rendered":"<p>Artezketa aplikazioen hobekuntzarako datuen analisien bitarteko ikerketarako eta aplikazio aurreratuen garapenerako 4.0 gunea. Guneak Blohm Planomat artezketa makina eta abiadura altuko Danobat artezketa makina zilindrikoa dauka. Era berean, makinan egiten diren prozesuen monitorizazioaren bidez datu multzo handiak jasotzeko eta artezketa aplikazioen efizientziaren analisia burutzeko beharrezkoa den tresneria ere badauka, azken belaunaldiko artezharriak edota labainketa-hozketa sistema berriak barne. Sensorizazio sistemen artean kistler dinamometroak, diamantadore mota ezberdinak, datuen jasotze sistemak, potentzia neurgailuak, azken belaunaldiko tenperatura neurtze sistemak, higadura neurtze sistemak eta datuen analisirako erremintak (Machine Learning) aurkitu daitezke. Elementu hauetaz guztietaz gain, gunean kontaktu baldintza analisia egiteko DEM metodoaren bitartez kalkulo numerikoa egiteko erabiltzen den softwarea (GranOO), tenperaturen simulazioa egiteko software komertziala (ANSYS) zein garapen propioko softwarea eta Machine Learning eta Deep Learning-eko Python-en garatutako software propioa ere badago.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artezketa aplikazioen hobekuntzarako datuen analisien bitarteko ikerketarako eta aplikazio aurreratuen garapenerako 4.0 gunea. Guneak Blohm Planomat artezketa makina eta abiadura altuko Danobat artezketa makina zilindrikoa dauka. Era berean, makinan egiten diren prozesuen monitorizazioaren bidez datu multzo handiak jasotzeko eta artezketa aplikazioen efizientziaren analisia burutzeko beharrezkoa den tresneria ere badauka, azken belaunaldiko artezharriak edota labainketa-hozketa sistema&hellip;<\/p>\n","protected":false},"author":1,"featured_media":2713,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-2710","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Artezketarako datuen analisien inguruko 4.0 ikerketa gunea - BDIH<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bdih.spri.eus\/en\/research-unit-in-data-analytics-4-0-for-grinding\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artezketarako datuen analisien inguruko 4.0 ikerketa gunea - BDIH\" \/>\n<meta property=\"og:description\" content=\"Artezketa aplikazioen hobekuntzarako datuen analisien bitarteko ikerketarako eta aplikazio aurreratuen garapenerako 4.0 gunea. Guneak Blohm Planomat artezketa makina eta abiadura altuko Danobat artezketa makina zilindrikoa dauka. Era berean, makinan egiten diren prozesuen monitorizazioaren bidez datu multzo handiak jasotzeko eta artezketa aplikazioen efizientziaren analisia burutzeko beharrezkoa den tresneria ere badauka, azken belaunaldiko artezharriak edota labainketa-hozketa sistema&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bdih.spri.eus\/en\/research-unit-in-data-analytics-4-0-for-grinding\/\" \/>\n<meta property=\"og:site_name\" content=\"BDIH\" \/>\n<meta property=\"article:published_time\" content=\"2022-10-20T11:49:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-24T05:02:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/bdih.spri.eus\/archivos\/2022\/10\/67-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"400\" \/>\n\t<meta property=\"og:image:height\" content=\"298\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"satwp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/bdih.spri.eus\\\/en\\\/research-unit-in-data-analytics-4-0-for-grinding\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/bdih.spri.eus\\\/en\\\/research-unit-in-data-analytics-4-0-for-grinding\\\/\"},\"author\":{\"name\":\"satwp\",\"@id\":\"https:\\\/\\\/bdih.spri.eus\\\/#\\\/schema\\\/person\\\/a3c5731d7451f1d8e57076acc57ec0d9\"},\"headline\":\"Artezketarako datuen analisien inguruko 4.0 ikerketa gunea\",\"datePublished\":\"2022-10-20T11:49:46+00:00\",\"dateModified\":\"2026-05-24T05:02:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/bdih.spri.eus\\\/en\\\/research-unit-in-data-analytics-4-0-for-grinding\\\/\"},\"wordCount\":132,\"publisher\":{\"@id\":\"https:\\\/\\\/bdih.spri.eus\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/bdih.spri.eus\\\/en\\\/research-unit-in-data-analytics-4-0-for-grinding\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/bdih.spri.eus\\\/archivos\\\/2022\\\/10\\\/67-1.jpg\",\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/bdih.spri.eus\\\/en\\\/research-unit-in-data-analytics-4-0-for-grinding\\\/\",\"url\":\"https:\\\/\\\/bdih.spri.eus\\\/en\\\/research-unit-in-data-analytics-4-0-for-grinding\\\/\",\"name\":\"Artezketarako datuen analisien inguruko 4.0 ikerketa gunea - 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