{"id":11014,"date":"2021-07-06T14:36:46","date_gmt":"2021-07-06T12:36:46","guid":{"rendered":"http:\/\/staging.blogs.yokogawa.de\/chemical-pharma\/uncategorized-tr\/proses-endustrisinde-simbiyotik-otonomi\/"},"modified":"2025-03-14T12:56:31","modified_gmt":"2025-03-14T11:56:31","slug":"proses-endustrisinde-simbiyotik-otonomi","status":"publish","type":"post","link":"https:\/\/www.yokogawa.com\/eu\/blog\/chemical-pharma\/tr\/proses-endustrisinde-simbiyotik-otonomi\/","title":{"rendered":"Proses end\u00fcstrisinde simbiyotik otonomi"},"content":{"rendered":"<p>\u00d6nceki makaledeki sorular\u0131 i\u015f arkada\u015flar\u0131n\u0131zla tart\u0131\u015ft\u0131n\u0131z m\u0131? Ba\u011f\u0131ms\u0131z proses tesisini yak\u0131n gelecekte g\u00f6rebilecek miyiz yoksa otomasyon d\u0131\u015f\u0131ndaki yapay zeka \u00e7\u00f6z\u00fcmleri temel otomasyonu kademeli olarak tamamlayacak m\u0131?<\/p>\n<p>Her durumda kesin olan bir \u015fey var: Do\u011frudan otonom i\u015fletime ge\u00e7i\u015f hayli zordur. Bu y\u00fczden Yokogawa otonom i\u015fletime do\u011fru ad\u0131m ad\u0131m bir yakla\u015f\u0131m\u0131 destekler.<\/p>\n<h3><strong>0-1: Manuel\/yar\u0131 otomatik<\/strong><\/h3>\n<p>Bir tesis minimum ara\u00e7sall\u0131\u011fa ve otomasyona sahiptir. Bir\u00e7ok i\u015f ad\u0131m\u0131 ka\u011f\u0131t \u00fczerindeki talimatlar ve kay\u0131tlarla manuel olarak ger\u00e7ekle\u015ftirilir. Hataya a\u00e7\u0131k i\u015flemleri ortadan kald\u0131rmak ve verimlili\u011fi art\u0131rmak i\u00e7in baz\u0131 \u00fcretim s\u00fcre\u00e7leri otomasyon sistemince y\u00fcr\u00fct\u00fcl\u00fcr.<\/p>\n<h3><strong>Kademe 2: Otomatik<\/strong><\/h3>\n<p>G\u00fcvenli i\u015fletimden insan sorumludur. Bu s\u00fcre\u00e7te geleneksel otomasyon sistemleri taraf\u0131ndan desteklenir. Otomasyon sistemi \u00fcretim s\u00fcre\u00e7lerinin \u00e7o\u011funu y\u00fcr\u00fct\u00fcr, i\u015f s\u00fcre\u00e7lerini ve bak\u0131m g\u00f6revlerini destekler. Ancak bu, normal i\u015fletim d\u0131\u015f\u0131ndaki her \u015feyle do\u011fru bir \u015fekilde ba\u015fa \u00e7\u0131k\u0131lmas\u0131 i\u00e7in insan g\u00f6zetimini ve m\u00fcdahalesini gerektirir.<\/p>\n<h3><strong>Kademe 3: K\u0131smi otonomi<\/strong><\/h3>\n<p>\u0130nsan orkestrasyonu ile otonom bile\u015fenler ve otomatik sistemlerin bir kar\u0131\u015f\u0131m\u0131 \u015feklinde karakterize edilir. Otonom bir bile\u015fen otomasyondan \u00f6nceden programlanmam\u0131\u015f durumlara ili\u015fkin \u00f6\u011frenme, uyum sa\u011flama ve kendi kendini optimize etme becerisi bak\u0131m\u0131ndan farkl\u0131l\u0131k g\u00f6sterir. Bu d\u00fczeydeki \u015firketler bir dizi se\u00e7ili otonom bile\u015fen veya uygulama kullan\u0131r ve insanlar gerekli orkestrasyonu \u00fcstlenir.<\/p>\n<h3><a href=\"https:\/\/cp.yokogawa.com\/Digital_Transformation-TR.html\"><img decoding=\"async\" class=\" wp-image-15686 aligncenter\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/app\/uploads\/sites\/8\/2022\/06\/DX-Sage-300x170-2.jpg\" alt=\"\" width=\"365\" height=\"207\" \/><\/a><\/h3>\n<h3><strong>Kademe 4: Otonom orkestrasyon<\/strong><\/h3>\n<p>\u00c7o\u011fu k\u0131smi tesis otonom olarak \u00e7al\u0131\u015f\u0131r ve belirli ko\u015fullar alt\u0131nda \u00fcretimi, g\u00fcvenli\u011fi ve bak\u0131m\u0131 optimize etmek \u00fczere senkronize edilir. Bir sistem halinde \u00e7al\u0131\u015fabilmek i\u00e7in uygun i\u015flevselli\u011fe sahip otonom bile\u015fenleri bir araya getirirler.<\/p>\n<p>Ayr\u0131ca bu d\u00fczeyde t\u00fcm disiplinler entegre edilmedi\u011finden, bir\u00e7ok g\u00f6rev halen insan m\u00fcdahalesini gerektirir. Spesifik ko\u015fullar kar\u015f\u0131lanmazsa, operat\u00f6rlerin i\u015fletimin kontrol\u00fcn\u00fc ele almas\u0131 gerekir.<\/p>\n<h3><strong>Kademe 5: Otonom i\u015fletim<\/strong><\/h3>\n<p>Orkestrasyonlu k\u0131smi tesisler dahil olmak \u00fczere t\u00fcm tesisin otonom olarak \u00e7al\u0131\u015ft\u0131\u011f\u0131 ve herhangi bir insan etkile\u015fiminin gerekmedi\u011fi en ideal durum.<\/p>\n<h2>B\u00fcy\u00fck engellerin \u00fcstesinden gelme<\/h2>\n<p>Yokogawa, proses tesisi i\u015fletiminin \u00fczerinde ilave bir &#8220;simbiyotik otonomi&#8221; kademesi \u00f6n g\u00f6rmektedir. Bu durum, farkl\u0131 sekt\u00f6rler ve ekosistemler aras\u0131nda daha g\u00fc\u00e7l\u00fc bir i\u015fbirli\u011fi gerektirir.<\/p>\n<p>&#8220;Simbiyotik otonomi&#8221; t\u00fcm de\u011fer \u00fcretim zincirini g\u00f6zden ge\u00e7irmek ve ayn\u0131 zamanda resmin di\u011fer y\u00fcz\u00fcn\u00fc g\u00f6rmek \u00fczere i\u015fbirli\u011fi yapan birka\u00e7 tesisin otonom i\u015fletim s\u00fcre\u00e7lerini bir araya getirir. Bu da m\u00fcnferit sistemler ve en iyi durumda da de\u011fer \u00fcretme zincirleri aras\u0131nda veri ve kaynaklar\u0131n otonom etkile\u015fimini m\u00fcmk\u00fcn k\u0131lar.<\/p>\n<p>End\u00fcstriyel otonomiye y\u00f6nelik ilerleme durdurulamaz. Ve \u00fcstelik de\u011fer \u00fcretim zincirine bir\u00e7ok alanda fayda sa\u011flayacakt\u0131r. Buna s\u00fcre\u00e7 \u00fcretkenli\u011fi, kullan\u0131labilirlik ve g\u00fcvenli\u011finin iyile\u015ftirilmesi dahildir. Bu durum ayn\u0131 zamanda entegre i\u015flevlere sahip \u00e7\u00f6z\u00fcmler sunularak elde edilen geli\u015fmi\u015f siber g\u00fcvenli\u011fi de i\u00e7erir. Ayr\u0131ca \u00fcretim \u00f6ncesi ve sonras\u0131ndaki daha iyi g\u00f6r\u00fcn\u00fcrl\u00fck sayesinde tedarik zincirindeki sorunlar \u00e7\u00f6z\u00fcl\u00fcr.<\/p>\n<h2>Kapal\u0131 ham madde d\u00f6ng\u00fcs\u00fc<\/h2>\n<p>\u015eirketlerin faaliyetlerine s\u00fcrd\u00fcr\u00fclebilirlik ve yery\u00fcz\u00fcm\u00fcz\u00fcn kaynaklar\u0131n\u0131n korunmas\u0131 perspektifinden bakmalar\u0131 beklenen bir d\u00fcnyada, simbiyotik otonomi b\u00fcy\u00fck engellerin \u00fcstesinden gelecektir. \u0130\u015fleyen bir d\u00f6ng\u00fcsel ekonomi i\u00e7in hem ya\u015fam d\u00f6ng\u00fcs\u00fcnde hem de kullan\u0131m istatistiklerinde devasa bir heterojen veri ak\u0131\u015f\u0131 i\u015flenmelidir. Algoritmalar i\u00e7in ya\u015fam d\u00f6ng\u00fcs\u00fc verileri sa\u011flamak \u00fczere de\u011fer \u00fcretim zinciri veya de\u011fer \u00fcretim a\u011flar\u0131 boyunca y\u00fcksek d\u00fczeyde bilgi \u015feffafl\u0131\u011f\u0131 gerekir. Simbiyotik otonomi, t\u00fcm ya\u015fam d\u00f6ng\u00fcs\u00fc durumlar\u0131ndaki s\u00fcre\u00e7leri s\u00fcrekli olarak d\u00f6ng\u00fcsel ekonominin taleplerine uyarlama f\u0131rsat\u0131 bar\u0131nd\u0131r\u0131r. Kula\u011fa uzak bir hedef, belki de bir kurgu gibi geldi\u011fini itiraf etmeliyiz. Ancak end\u00fcstriyel otomasyondan end\u00fcstriyel otonomiye uzanan yolu ba\u015flat\u0131p takip edersek, bu hedefe ger\u00e7ekten yakla\u015fma \u015fans\u0131n\u0131 yakalar\u0131z.<\/p>\n<blockquote><p><em>&#8220;Gelece\u011fi g\u00f6remeyebilirsiniz, ama temellerini atabilirsiniz &#8211; \u00e7\u00fcnk\u00fc gelecek in\u015fa edilebilir.&#8221;<\/em><br \/>\n<strong><em>Antoine de Saint-Exup\u00e9ry<\/em><\/strong><\/p><\/blockquote>\n<p>Proses end\u00fcstrisinde dijital d\u00f6n\u00fc\u015f\u00fcme dair ba\u015fka konular da i\u00e7eren bu blogda bize kat\u0131l\u0131n.<\/p>\n<h3><a href=\"https:\/\/cp.yokogawa.com\/Digital_Transformation-TR.html\"><img decoding=\"async\" class=\" wp-image-15686 aligncenter\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/app\/uploads\/sites\/8\/2022\/06\/DX-Sage-300x170-2.jpg\" alt=\"\" width=\"365\" height=\"207\" \/><\/a><\/h3>\n<hr \/>\n<blockquote class=\"wp-embedded-content\" data-secret=\"ophslSEq7B\"><p><a href=\"https:\/\/www.yokogawa.com\/eu\/blog\/chemical-pharma\/tr\/devlet-icinde-bir-sehir-mi-proses-tesisi\/\">Devlet i\u00e7inde bir \u015fehir mi? Proses tesisi<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Devlet i\u00e7inde bir \u015fehir mi? Proses tesisi&#8221; &#8212; Chemical Pharma Blog\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/chemical-pharma\/tr\/devlet-icinde-bir-sehir-mi-proses-tesisi\/embed\/#?secret=U6zDesadkN#?secret=ophslSEq7B\" data-secret=\"ophslSEq7B\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"1bLjSJDGXF\"><p><a href=\"https:\/\/www.yokogawa.com\/eu\/blog\/chemical-pharma\/tr\/azimle-otonomiye-dogru\/\">Azimle* otonomiye do\u011fru<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;Azimle* otonomiye do\u011fru&#8221; &#8212; Chemical Pharma Blog\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/chemical-pharma\/tr\/azimle-otonomiye-dogru\/embed\/#?secret=Ws0AVZnYlK#?secret=1bLjSJDGXF\" data-secret=\"1bLjSJDGXF\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sadece end\u00fcstriyel otomasyondan end\u00fcstriyel otonomiye giden yolu ba\u015flat\u0131p takip edersek bu hedefe ger\u00e7ekten yakla\u015fma \u015fans\u0131m\u0131z olabilir. #proses end\u00fcstrisinde dijital d\u00f6n\u00fc\u015f\u00fcm hakk\u0131nda daha fazla konu i\u00e7eren blo\u011fumuzda bize kat\u0131l\u0131n. <\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.yokogawa.com\/eu\/blog\/chemical-pharma\/tr\/proses-endustrisinde-simbiyotik-otonomi\/\"> <span class=\"screen-reader-text\">Proses end\u00fcstrisinde simbiyotik otonomi<\/span> Devam\u0131 &raquo;<\/a><\/p>\n","protected":false},"author":5,"featured_media":9145,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","footnotes":""},"categories":[2061,2058],"tags":[2266,2267,2268,2269],"coauthors":[2004],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.13 (Yoast SEO v20.13) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Proses end\u00fcstrisinde simbiyotik otonomi - Chemical Pharma Blog<\/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:\/\/www.yokogawa.com\/eu\/blog\/chemical-pharma\/tr\/proses-endustrisinde-simbiyotik-otonomi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Proses end\u00fcstrisinde simbiyotik otonomi\" \/>\n<meta property=\"og:description\" content=\"Sadece end\u00fcstriyel otomasyondan end\u00fcstriyel otonomiye giden yolu ba\u015flat\u0131p takip edersek bu hedefe ger\u00e7ekten yakla\u015fma \u015fans\u0131m\u0131z olabilir. #proses end\u00fcstrisinde dijital d\u00f6n\u00fc\u015f\u00fcm hakk\u0131nda daha fazla konu i\u00e7eren blo\u011fumuzda bize kat\u0131l\u0131n.  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