{"id":7724,"date":"2024-03-29T08:38:48","date_gmt":"2024-03-29T08:38:48","guid":{"rendered":"https:\/\/noveltybilisim.com.tr\/blog\/?p=7724"},"modified":"2024-03-29T08:38:50","modified_gmt":"2024-03-29T08:38:50","slug":"kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka","status":"publish","type":"post","link":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/","title":{"rendered":"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7724\" class=\"elementor elementor-7724\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cf10d94 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cf10d94\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-05fed5d\" data-id=\"05fed5d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4470a6c elementor-widget elementor-widget-text-editor\" data-id=\"4470a6c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Enerji ge\u00e7i\u015fi mi yoksa biyolojik \u00e7e\u015fitlili\u011fin korunmas\u0131 m\u0131? Ye\u015fil teknolojileri ilerletmek mi yoksa geni\u015flemelerini yava\u015flatmak m\u0131? Bunlar, bir\u00e7ok insan\u0131n kendilerine sormaya ba\u015flad\u0131\u011f\u0131 ve \u00e7evrecilerin y\u00fczle\u015fmek zorunda kald\u0131\u011f\u0131 sorulardan baz\u0131lar\u0131. G\u00fcne\u015f enerjisi \u00e7iftlikleri \u0130spanya ana karas\u0131nda hektarlarca arazi kazan\u0131yor ve r\u00fczgar t\u00fcrbinleri arazinin \u00fczerinde y\u00fckseliyor. Bir yanda \u0130spanya&#8217;n\u0131n yenilenebilir enerji \u00fcretiminde rekorunu k\u0131rd\u0131\u011f\u0131, di\u011fer yanda r\u00fczgar t\u00fcrbini kanatlar\u0131n\u0131n \u00e7arpmas\u0131 sonucu neredeyse 10.000 ku\u015fun \u00f6ld\u00fc\u011f\u00fc madalyonun iki y\u00fcz\u00fc.&nbsp;<\/p>\n<p>Hem g\u00fcne\u015f hem de r\u00fczgardan olu\u015fan bu tesisler do\u011fada bulunuyor ve bu durumdan en \u00e7ok etkilenenler genellikle hayvanlar oluyor. Ancak kurulumdan \u00f6nce her projenin bir \u00e7evresel etki beyan\u0131 i\u00e7ermesi ve yetkililer taraf\u0131ndan onaylanmas\u0131 gerekiyor.&nbsp;<\/p>\n<p>SEO-Birdlife taraf\u0131ndan y\u00fcr\u00fct\u00fclen bir ara\u015ft\u0131rma, 2008 ile 2018 y\u0131llar\u0131 aras\u0131nda elektrik \u00e7arpmas\u0131 sonucu \u00f6len 14.007 ku\u015fa ek olarak r\u00fczgar t\u00fcrbinleri (6.058) veya elektrik hatlar\u0131 (50.968) ile \u00e7arp\u0131\u015fmalar sonucu \u00f6ld\u00fcr\u00fclen ku\u015f say\u0131s\u0131n\u0131n 57.026 oldu\u011funu ortaya koyuyor. Do\u00f1ana Biyoloji \u0130stasyonu (EBD) ve \u0130spanyol Ulusal Ara\u015ft\u0131rma Konseyi (CSIC) gibi di\u011fer ara\u015ft\u0131rmalar, \u0130spanya&#8217;da ku\u015flar ve yarasalar gibi iki ila d\u00f6rt milyon aras\u0131nda hayvan\u0131n yel de\u011firmenleri taraf\u0131ndan \u00f6ld\u00fcr\u00fcld\u00fc\u011f\u00fcn\u00fc ortaya \u00e7\u0131kard\u0131. Minsait telekom\u00fcnikasyon ve medya \u00fcr\u00fcn ve i\u015f geli\u015ftirme ba\u015fkan\u0131 Daniel Garc\u00eda Manteiga, &#8220;A\u00e7\u0131k bir \u00e7evresel etki oldu\u011funun fark\u0131nday\u0131z&#8221; dedi.&nbsp;<\/p>\n<p>Bu riski en aza indirmek i\u00e7in Indra&#8217;n\u0131n yan kurulu\u015fu, r\u00fczgar santrallerinde uygulanmak \u00fczere yapay zek\u00e2y\u0131 ku\u015f tan\u0131ma algoritmalar\u0131yla birle\u015ftiren bir sistem geli\u015ftirdi. &#8220;Halihaz\u0131rda sahip oldu\u011fumuz bir\u00e7ok teknolojiyi ger\u00e7ekten birle\u015ftirdik ve bunlar, bu \u00e7iftlikler \u00fczerindeki etkiyi en aza indirecek kararlar almam\u0131za olanak sa\u011fl\u0131yor&#8221; diye belirtti.&nbsp;<\/p>\n<p>Ancak Yeni Nesil fonlar\u0131 arac\u0131l\u0131\u011f\u0131yla ve CDTI&#8217;nin (Teknolojik Geli\u015ftirme ve Yenilik Merkezi) kat\u0131l\u0131m\u0131yla geli\u015ftirilen bu proje, iki temel teknolojiye dayan\u0131yor: yapay zeka ve ger\u00e7ek zamanl\u0131 video analizi. 3D radar ile 5 kilometrelik bir alan i\u00e7indeki her t\u00fcrl\u00fc hayvan\u0131 yakal\u0131yorlar ve bir kamera sistemi bu hayvanlar\u0131n ge\u00e7i\u015fini her zaman izliyor. Garc\u00eda Manteiga, &#8220;Birka\u00e7 y\u0131ld\u0131r bu ara\u00e7larla \u00e7al\u0131\u015f\u0131yoruz&#8221; dedi. &#8220;Bir y\u0131l \u00f6nce yapay zek\u00e2y\u0131 dahil ettik&#8221; diye ekledi.&nbsp;<\/p>\n<p>Bu son eklemeyle \u00e7\u00f6z\u00fcm, insan m\u00fcdahalesini \u00f6nl\u00fcyor ve bu g\u00fcvenlik sistemini r\u00fczgar t\u00fcrbini kanatlar\u0131na ku\u015f \u00e7arpmas\u0131n\u0131 \u00f6nleyebilecek hale getiriyor. Garc\u00eda Manteiga, &#8220;Algoritmalar \u00e7arpma olas\u0131l\u0131\u011f\u0131n\u0131 hesapl\u0131yor ve e\u011fer pozitifse ilgili r\u00fczgar t\u00fcrbinlerini otomatik olarak durdurma komutu veriliyor.&#8221; dedi.<\/p><p><b>Bireyselle\u015ftirilmi\u015f G\u00f6zetim&nbsp;<\/b><\/p><p>Garc\u00eda Manteiga, &#8220;\u0130spanya anakaras\u0131nda bir\u00e7ok yerde bulunuyoruz, ancak m\u00fc\u015fterilerimize duydu\u011fumuz sayg\u0131dan dolay\u0131 nerede oldu\u011funu s\u00f6yleyemem&#8221; dedi. Minsait&#8217;in koruma sistemi birden fazla r\u00fczgar t\u00fcrbini i\u00e7in \u00e7al\u0131\u015f\u0131yor. Tesisat\u0131n b\u00fcy\u00fckl\u00fc\u011f\u00fcne g\u00f6re bir veya iki adet 3D radar yerle\u015ftirilebiliyor. Bu teknoloji bir hayvan\u0131n varl\u0131\u011f\u0131n\u0131 tespit etti\u011finde kameralar otomatik olarak hayvan\u0131n bulundu\u011fu yere odaklan\u0131yor. \u0130\u015fte bu noktada yapay zeka, hangi t\u00fcr\u00fcn yakla\u015ft\u0131\u011f\u0131n\u0131 tespit etmek i\u00e7in \u00e7al\u0131\u015fmaya ba\u015fl\u0131yor. \u0130spanyol \u015firketin s\u00f6zc\u00fcs\u00fc, &#8220;B\u00fct\u00fcn bunlar ger\u00e7ek zamanl\u0131 olarak yap\u0131l\u0131yor&#8221; dedi. &#8220;Bu ayn\u0131 zamanda bir zorluk da olu\u015fturuyor \u00e7\u00fcnk\u00fc \u00e7o\u011fu durumda bu r\u00fczgar santralleri iyi bir ba\u011flant\u0131n\u0131n olmad\u0131\u011f\u0131 uzak b\u00f6lgelerde bulunuyor&#8221; diye uyard\u0131. A\u011f\u0131rl\u0131kl\u0131 olarak \u015firketlere a\u00e7\u0131k kaynak yaz\u0131l\u0131m ve 5G ba\u011flant\u0131s\u0131 sa\u011flayan ABD&#8217;li \u015firket Red Hat ile birlikte bu engeli a\u015fmay\u0131 ba\u015fard\u0131lar.&nbsp;<\/p><p>Garc\u00eda Manteiga, &#8220;Ku\u015fun y\u00f6r\u00fcngesini tahmin etmeye \u00e7al\u0131\u015farak \u00e7arpma olas\u0131l\u0131\u011f\u0131n\u0131 hesapl\u0131yoruz&#8221; dedi. &#8220;Tehlike varsa, \u00f6nce bu hayvanlar\u0131 y\u00f6r\u00fcngelerinden uzakla\u015ft\u0131rmak i\u00e7in bir dizi akustik sinyal yay\u0131yoruz, e\u011fer bu sa\u011flanamazsa r\u00fczgar t\u00fcrbinlerine h\u0131zlar\u0131n\u0131 azaltmalar\u0131, hatta onlar\u0131 durdurmalar\u0131 i\u00e7in komutlar g\u00f6nderiyoruz&#8221; diye ekledi.&nbsp;<\/p><p>Koruma sistemi ayn\u0131 zamanda M\u0131s\u0131r akbabalar\u0131 veya \u0130spanya&#8217;n\u0131n baz\u0131 b\u00f6lgelerindeki k\u00fc\u00e7\u00fck kerkenezler gibi \u00f6zellikle savunmas\u0131z t\u00fcrleri tespit edecek \u015fekilde e\u011fitilmi\u015ftir. Bu durumlarda, ku\u015fun kimli\u011fi belirlendikten sonra r\u00fczgar t\u00fcrbinleri, \u00e7arp\u0131\u015fmalar\u0131 \u00f6nlemek ve g\u00fcvenli bir ge\u00e7i\u015f yolu olu\u015fturmak i\u00e7in teknik olarak kapat\u0131l\u0131yor. Garc\u00eda Manteiga, &#8220;Bu kazalar\u0131n \u015firketler i\u00e7in ekonomik oldu\u011fu kadar \u00e7evresel etkileri de var&#8221; dedi.&nbsp;<\/p><p>Cezalar, \u015firketin harekete ge\u00e7memesi durumunda nesli t\u00fckenmekte olan t\u00fcrlerin \u00f6l\u00fcm\u00fc halinde mali cezalar \u00f6ng\u00f6ren \u00fclkenin do\u011fal miras ve biyolojik \u00e7e\u015fitlilik yasalar\u0131n\u0131 da i\u00e7eriyor. Ayr\u0131ca \u00e7evresel de\u011ferlendirme kanunu, \u015firketin bilgilendirildikten sonra koruyucu \u00f6nlemleri uygulamamas\u0131 halinde, en ciddi durumlarda cezai yapt\u0131r\u0131mlar gerektiren bir ihlale maruz kalabilece\u011fini de belirtmektedir.<br><\/p>\n<p>Kaynak haber i\u00e7in l\u00fctfen&nbsp;<a href=\"https:\/\/www.surinenglish.com\/spain\/the-spanish-artificial-intelligence-that-protects-birds-20240327090201-nt.html\" target=\"_blank\" rel=\"noopener\">BURAYA<\/a>&nbsp;t\u0131klay\u0131n\u0131z.<\/p>\n<p>Daha fazla i\u00e7erik i\u00e7in l\u00fctfen&nbsp;<a href=\"https:\/\/noveltybilisim.com.tr\/blog\/\" target=\"_blank\" rel=\"noopener\">BURAYA<\/a>&nbsp;t\u0131klay\u0131n\u0131z.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e508a0 elementor-widget elementor-widget-spacer\" data-id=\"8e508a0\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u0130spanya&#8217;da r\u00fczgar t\u00fcrbini kanatlar\u0131n\u0131n \u00e7arpmas\u0131 sonucu yakla\u015f\u0131k 10.000 ku\u015f \u00f6ld\u00fc. \u00c7\u00f6z\u00fcm\u00fc yapay zek\u00e2da buldular.<\/p>\n","protected":false},"author":1,"featured_media":7726,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[216],"tags":[189,156,154,185],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2 - Novelty Yapay Zeka Teknolojileri Blog<\/title>\n<meta name=\"description\" content=\"\u0130spanya&#039;da r\u00fczgar t\u00fcrbini kanatlar\u0131n\u0131n \u00e7arpmas\u0131 sonucu yakla\u015f\u0131k 10.000 ku\u015f \u00f6ld\u00fc. \u00c7\u00f6z\u00fcm\u00fc yapay zek\u00e2da buldular.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2 - Novelty Yapay Zeka Teknolojileri Blog\" \/>\n<meta property=\"og:description\" content=\"\u0130spanya&#039;da r\u00fczgar t\u00fcrbini kanatlar\u0131n\u0131n \u00e7arpmas\u0131 sonucu yakla\u015f\u0131k 10.000 ku\u015f \u00f6ld\u00fc. \u00c7\u00f6z\u00fcm\u00fc yapay zek\u00e2da buldular.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/\" \/>\n<meta property=\"og:site_name\" content=\"Novelty Yapay Zeka Teknolojileri Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/NoveltyBilisim\" \/>\n<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/NoveltyBilisim\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-29T08:38:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-29T08:38:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2024\/03\/MicrosoftTeams-image-7.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1198\" \/>\n\t<meta property=\"og:image:height\" content=\"836\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Novelty\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@noveltybilisim1\" \/>\n<meta name=\"twitter:site\" content=\"@noveltybilisim1\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Novelty\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/\"},\"author\":{\"name\":\"Novelty\",\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/person\/ae133846d85339156cdf2cc45cb471bd\"},\"headline\":\"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2\",\"datePublished\":\"2024-03-29T08:38:48+00:00\",\"dateModified\":\"2024-03-29T08:38:50+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/\"},\"wordCount\":872,\"publisher\":{\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#organization\"},\"keywords\":[\"AI\",\"Teknoloji\",\"Yapay Zeka\",\"Yeni Teknoloji\"],\"articleSection\":[\"G\u00fcncel Haber\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/\",\"url\":\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/\",\"name\":\"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2 - Novelty Yapay Zeka Teknolojileri Blog\",\"isPartOf\":{\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#website\"},\"datePublished\":\"2024-03-29T08:38:48+00:00\",\"dateModified\":\"2024-03-29T08:38:50+00:00\",\"description\":\"\u0130spanya'da r\u00fczgar t\u00fcrbini kanatlar\u0131n\u0131n \u00e7arpmas\u0131 sonucu yakla\u015f\u0131k 10.000 ku\u015f \u00f6ld\u00fc. \u00c7\u00f6z\u00fcm\u00fc yapay zek\u00e2da buldular.\",\"breadcrumb\":{\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/noveltybilisim.com.tr\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#website\",\"url\":\"https:\/\/noveltybilisim.com.tr\/blog\/\",\"name\":\"Novelty Yapay Zeka Teknolojileri\",\"description\":\"G&uuml;ncel Yapay Zeka, G&ouml;r&uuml;nt&uuml; \u0130\u015fleme ve Sinyal \u0130\u015fleme Geli\u015fmeleri\",\"publisher\":{\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/noveltybilisim.com.tr\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#organization\",\"name\":\"Novelty Yapay Zeka Teknolojileri\",\"url\":\"https:\/\/noveltybilisim.com.tr\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/05\/Orjinal-Logo-Yatay.svg\",\"contentUrl\":\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/05\/Orjinal-Logo-Yatay.svg\",\"width\":2515,\"height\":610,\"caption\":\"Novelty Yapay Zeka Teknolojileri\"},\"image\":{\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/NoveltyBilisim\",\"https:\/\/twitter.com\/noveltybilisim1\",\"https:\/\/www.linkedin.com\/company\/novelty-bilisim\",\"https:\/\/www.instagram.com\/noveltybilisim\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/person\/ae133846d85339156cdf2cc45cb471bd\",\"name\":\"Novelty\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/95780f2658b8cfcc50f80b48e53a5766?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/95780f2658b8cfcc50f80b48e53a5766?s=96&d=mm&r=g\",\"caption\":\"Novelty\"},\"description\":\"Hem end\u00fcstriyel anlamda \u00e7al\u0131\u015fmalar y\u00fcr\u00fcten hem de \u00fcniversite i\u015f birli\u011fi ile teknolojilerimizi geli\u015ftirdi\u011fimiz muhte\u015fem bir yolculu\u011fun i\u00e7erisindeyiz. Patentli \u00e7\u00f6z\u00fcmleri ile D\u00fcnya'daki alternatif \u00e7\u00f6z\u00fcmleri daima takip eder, en iyisini yapmak i\u00e7in \u00f6zenle \u00e7al\u0131\u015f\u0131r\u0131z.\",\"sameAs\":[\"http:\/\/noveltybilisim.com.tr\/blog\",\"https:\/\/www.facebook.com\/NoveltyBilisim\",\"https:\/\/www.instagram.com\/noveltybilisim\/\",\"https:\/\/www.linkedin.com\/company\/novelty-bilisim\"],\"url\":\"https:\/\/noveltybilisim.com.tr\/blog\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2 - Novelty Yapay Zeka Teknolojileri Blog","description":"\u0130spanya'da r\u00fczgar t\u00fcrbini kanatlar\u0131n\u0131n \u00e7arpmas\u0131 sonucu yakla\u015f\u0131k 10.000 ku\u015f \u00f6ld\u00fc. \u00c7\u00f6z\u00fcm\u00fc yapay zek\u00e2da buldular.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/","og_locale":"tr_TR","og_type":"article","og_title":"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2 - Novelty Yapay Zeka Teknolojileri Blog","og_description":"\u0130spanya'da r\u00fczgar t\u00fcrbini kanatlar\u0131n\u0131n \u00e7arpmas\u0131 sonucu yakla\u015f\u0131k 10.000 ku\u015f \u00f6ld\u00fc. \u00c7\u00f6z\u00fcm\u00fc yapay zek\u00e2da buldular.","og_url":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/","og_site_name":"Novelty Yapay Zeka Teknolojileri Blog","article_publisher":"https:\/\/www.facebook.com\/NoveltyBilisim","article_author":"https:\/\/www.facebook.com\/NoveltyBilisim","article_published_time":"2024-03-29T08:38:48+00:00","article_modified_time":"2024-03-29T08:38:50+00:00","og_image":[{"width":1198,"height":836,"url":"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2024\/03\/MicrosoftTeams-image-7.png","type":"image\/png"}],"author":"Novelty","twitter_card":"summary_large_image","twitter_creator":"@noveltybilisim1","twitter_site":"@noveltybilisim1","twitter_misc":{"Yazan:":"Novelty","Tahmini okuma s\u00fcresi":"4 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/#article","isPartOf":{"@id":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/"},"author":{"name":"Novelty","@id":"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/person\/ae133846d85339156cdf2cc45cb471bd"},"headline":"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2","datePublished":"2024-03-29T08:38:48+00:00","dateModified":"2024-03-29T08:38:50+00:00","mainEntityOfPage":{"@id":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/"},"wordCount":872,"publisher":{"@id":"https:\/\/noveltybilisim.com.tr\/blog\/#organization"},"keywords":["AI","Teknoloji","Yapay Zeka","Yeni Teknoloji"],"articleSection":["G\u00fcncel Haber"],"inLanguage":"tr"},{"@type":"WebPage","@id":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/","url":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/","name":"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2 - Novelty Yapay Zeka Teknolojileri Blog","isPartOf":{"@id":"https:\/\/noveltybilisim.com.tr\/blog\/#website"},"datePublished":"2024-03-29T08:38:48+00:00","dateModified":"2024-03-29T08:38:50+00:00","description":"\u0130spanya'da r\u00fczgar t\u00fcrbini kanatlar\u0131n\u0131n \u00e7arpmas\u0131 sonucu yakla\u015f\u0131k 10.000 ku\u015f \u00f6ld\u00fc. \u00c7\u00f6z\u00fcm\u00fc yapay zek\u00e2da buldular.","breadcrumb":{"@id":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/noveltybilisim.com.tr\/blog\/kuslari-ruzgar-santrallerinden-koruyan-yapay-zeka\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/noveltybilisim.com.tr\/blog\/"},{"@type":"ListItem","position":2,"name":"Ku\u015flar\u0131 R\u00fczgar Santrallerinden Koruyan Yapay Zek\u00e2"}]},{"@type":"WebSite","@id":"https:\/\/noveltybilisim.com.tr\/blog\/#website","url":"https:\/\/noveltybilisim.com.tr\/blog\/","name":"Novelty Yapay Zeka Teknolojileri","description":"G&uuml;ncel Yapay Zeka, G&ouml;r&uuml;nt&uuml; \u0130\u015fleme ve Sinyal \u0130\u015fleme Geli\u015fmeleri","publisher":{"@id":"https:\/\/noveltybilisim.com.tr\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/noveltybilisim.com.tr\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/noveltybilisim.com.tr\/blog\/#organization","name":"Novelty Yapay Zeka Teknolojileri","url":"https:\/\/noveltybilisim.com.tr\/blog\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/05\/Orjinal-Logo-Yatay.svg","contentUrl":"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/05\/Orjinal-Logo-Yatay.svg","width":2515,"height":610,"caption":"Novelty Yapay Zeka Teknolojileri"},"image":{"@id":"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/NoveltyBilisim","https:\/\/twitter.com\/noveltybilisim1","https:\/\/www.linkedin.com\/company\/novelty-bilisim","https:\/\/www.instagram.com\/noveltybilisim\/"]},{"@type":"Person","@id":"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/person\/ae133846d85339156cdf2cc45cb471bd","name":"Novelty","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/noveltybilisim.com.tr\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/95780f2658b8cfcc50f80b48e53a5766?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/95780f2658b8cfcc50f80b48e53a5766?s=96&d=mm&r=g","caption":"Novelty"},"description":"Hem end\u00fcstriyel anlamda \u00e7al\u0131\u015fmalar y\u00fcr\u00fcten hem de \u00fcniversite i\u015f birli\u011fi ile teknolojilerimizi geli\u015ftirdi\u011fimiz muhte\u015fem bir yolculu\u011fun i\u00e7erisindeyiz. Patentli \u00e7\u00f6z\u00fcmleri ile D\u00fcnya'daki alternatif \u00e7\u00f6z\u00fcmleri daima takip eder, en iyisini yapmak i\u00e7in \u00f6zenle \u00e7al\u0131\u015f\u0131r\u0131z.","sameAs":["http:\/\/noveltybilisim.com.tr\/blog","https:\/\/www.facebook.com\/NoveltyBilisim","https:\/\/www.instagram.com\/noveltybilisim\/","https:\/\/www.linkedin.com\/company\/novelty-bilisim"],"url":"https:\/\/noveltybilisim.com.tr\/blog\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/posts\/7724"}],"collection":[{"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/comments?post=7724"}],"version-history":[{"count":10,"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/posts\/7724\/revisions"}],"predecessor-version":[{"id":7735,"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/posts\/7724\/revisions\/7735"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/media\/7726"}],"wp:attachment":[{"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/media?parent=7724"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/categories?post=7724"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/noveltybilisim.com.tr\/blog\/wp-json\/wp\/v2\/tags?post=7724"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}