{"id":52029,"date":"2021-07-09T07:28:20","date_gmt":"2021-07-09T07:28:20","guid":{"rendered":"https:\/\/artesis.com\/?p=52029"},"modified":"2026-07-24T09:06:45","modified_gmt":"2026-07-24T09:06:45","slug":"uretimde-iot-trendleri","status":"publish","type":"post","link":"https:\/\/artesis.com\/tr\/uretimde-iot-trendleri\/","title":{"rendered":"\u00dcretimde IoT Trendleri"},"content":{"rendered":"<p>Dijitalle\u015fme ve Iot son h\u0131zla devam ederken, ya\u015fad\u0131\u011f\u0131m\u0131z k\u00fcresel salg\u0131n ba\u015fta imalat sekt\u00f6r\u00fc olmak \u00fczere bir\u00e7ok alan\u0131 ciddi bir \u015fekilde etkiledi. \u00d6zellikle online ve uzaktan eri\u015fim hemen hemen her tesis i\u00e7in kritik ve zorunlu bir hale geldi.\u00a0 Nesnelerin interneti yani Iot ise bu konuda firmalara ciddi f\u0131rsatlar sunuyor. Peki \u00fcretimdeki <strong>IoT trendleri<\/strong> neler, gelin birlikte bakal\u0131m.<\/p>\n<figure id=\"attachment_52038\" aria-describedby=\"caption-attachment-52038\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-52038 size-medium\" src=\"https:\/\/artesis.com\/wp-content\/uploads\/2025\/01\/factory-768x456.jpeg\" alt=\"\" width=\"768\" height=\"456\" title=\"\" srcset=\"https:\/\/artesis.com\/wp-content\/uploads\/2025\/01\/factory-768x456.jpeg 768w, https:\/\/artesis.com\/wp-content\/uploads\/2025\/01\/factory-1170x694.jpeg 1170w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-52038\" class=\"wp-caption-text\"><em><strong>Ba\u011fl\u0131 tesisler ve IoT \u00f6n\u00fcm\u00fczdeki y\u0131llar\u0131n en \u00f6nemli konular\u0131ndan olmaya devam edecek.<\/strong><\/em><\/figcaption><\/figure>\n<h3>Kestirimci Bak\u0131m<\/h3>\n<p>Rekabet her alanda oldu\u011fu gibi \u00fcretimde de ciddi boyutlarda. Bu nedenle \u00fcretici firmalarda ciddi bir zaman ve \u00fcretim bask\u0131s\u0131 i\u00e7inde. Bir de buna son y\u0131llarda eklenen \u00f6zelle\u015ftirilmi\u015f \u00fcretim hatlar\u0131 eklenince her tesis i\u00e7in plans\u0131z duru\u015flar\u0131n \u00f6n\u00fcne ge\u00e7mek b\u00fcy\u00fck \u00f6nem ta\u015f\u0131yor. Son y\u0131llarda firmalarca \u00f6nemi iyice anla\u015f\u0131lan verinin bak\u0131mda daha s\u0131k kullan\u0131lmas\u0131 ile <a href=\"https:\/\/www.artesis.com\/tr\/kestirimci-bakim\/\"><strong>kestirimci bak\u0131m<\/strong><\/a> y\u00fckselen y\u0131ld\u0131z olarak \u00f6ne \u00e7\u0131k\u0131yor.<\/p>\n<figure id=\"attachment_3545\" aria-describedby=\"caption-attachment-3545\" style=\"width: 846px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-3545\" src=\"https:\/\/www.artesis.com\/wp-content\/uploads\/2021\/04\/cover.jpeg\" alt=\"\" width=\"846\" height=\"564\" title=\"\"><figcaption id=\"caption-attachment-3545\" class=\"wp-caption-text\"><strong>Artesis kestirimci bak\u0131m \u00e7\u00f6z\u00fcmleri tesis verimlili\u011finizi artt\u0131r\u0131r, plans\u0131z duru\u015flar\u0131n \u00f6n\u00fcne ge\u00e7er.<\/strong><\/figcaption><\/figure>\n<h3>5G Teknolojisi<\/h3>\n<p>5G son y\u0131llar\u0131n en \u00f6nemli ve pop\u00fcler konular\u0131ndan biri.\u00a0 <strong>4G teknolojisi<\/strong> de \u00f6zellikle ula\u015f\u0131m end\u00fcstrisindeki uygulamalarda \u00f6ne \u00e7\u0131kar. Ancak 4G teknolojisinin \u00fcretimde yayg\u0131nla\u015fmas\u0131n\u0131n \u00f6n\u00fcnde bir sorun vard\u0131. H\u00fccresel a\u011flar bir sisteme ba\u011flan\u0131rken gecikme yani Latency olmadan ba\u011flant\u0131 kuramaz. Bu gecikme bir arac\u0131n garaj\u0131n\u0131 kapat\u0131rken bir sorun olu\u015fturmaz ancak, bir fabrikadaki robotlu sistem i\u00e7in bu gecikme kabul edilemez. Bu gecikme s\u00fcresi 4G teknolojisinde 30 ile 60 milisaniye aras\u0131 de\u011fi\u015firken, 5G teknolojisi i\u00e7in bu s\u00fcre sadece 4 milisaniye. Bu nedenle 5G end\u00fcstriyel uygulamalarda g\u00fcvenle kullan\u0131lan\u0131labilir.<\/p>\n<figure id=\"attachment_52046\" aria-describedby=\"caption-attachment-52046\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-52046 size-medium\" src=\"https:\/\/artesis.com\/wp-content\/uploads\/2025\/01\/5g-768x456.jpeg\" alt=\"\" width=\"768\" height=\"456\" title=\"\" srcset=\"https:\/\/artesis.com\/wp-content\/uploads\/2025\/01\/5g-768x456.jpeg 768w, https:\/\/artesis.com\/wp-content\/uploads\/2025\/01\/5g-1170x694.jpeg 1170w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-52046\" class=\"wp-caption-text\">5G\u2019nin gelmesi ile end\u00fcstriyel otomasyon ve \u00fcretim \u00e7ok b\u00fcy\u00fck oranda yeniden \u015fekillenecek.<\/figcaption><\/figure>\n<h3><strong>Uzaktan \u0130zleme<\/strong><\/h3>\n<p>Ya\u015fad\u0131\u011f\u0131m\u0131z k\u00fcresel salg\u0131ndan \u00f6\u011frendi\u011fimiz \u015feylerin ba\u015f\u0131nda tesislere istedi\u011fimiz zaman ve \u015fekilde ba\u011flanabilmek ve izleyebilmek b\u00fcy\u00fck \u00f6nem ta\u015f\u0131yor. De\u011fi\u015fim zaman\u0131 gelen bir sens\u00f6r\u00fc veya bir elektrik motorunu anl\u0131k olarak izleyebilmek ve m\u00fcdahalede bulunmak olu\u015fabilecek ar\u0131zalar\u0131n \u00f6n\u00fcne ge\u00e7mede ciddi bir avantaj yaratabilir. Uzaktan izleme sistemleri ayr\u0131ca m\u00fchendislerin sorunu hen\u00fcz sahaya gelmeden fikir edinebilmeleri ve \u00e7\u00f6z\u00fcm \u00f6nerilerini bulmada vakit kaybetmelerini engeller. Bu da \u00fcretim sahas\u0131nda \u00e7ok daha az s\u00fcreli bulunmak anlam\u0131na gelir.<\/p>\n<figure id=\"attachment_52054\" aria-describedby=\"caption-attachment-52054\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" loading=\"lazy\" class=\"wp-image-52054 size-medium\" src=\"https:\/\/artesis.com\/wp-content\/uploads\/2025\/01\/ekran-1024x683-1-768x456.png\" alt=\"\" width=\"768\" height=\"456\" title=\"\"><figcaption id=\"caption-attachment-52054\" class=\"wp-caption-text\">K\u00fcresel salg\u0131na tesise her an ve her yerde ula\u015fabilmenin \u00f6nemini bize bir kere daha g\u00f6sterdi.<\/figcaption><\/figure>\n<h3><strong>Yerel \u00c7\u00f6z\u00fcmler \u00d6n Planda<\/strong><\/h3>\n<p>Ya\u015fan\u0131lan salg\u0131nla birlikte i\u015f seyahatleri azal\u0131rken, uluslararas\u0131 ge\u00e7i\u015fler \u00f6nemli derece de azald\u0131. Eskiden fabrikan\u0131zda bir sorun ya\u015fad\u0131\u011f\u0131n\u0131zda yurtd\u0131\u015f\u0131ndan deneyimli bir m\u00fchendis ayn\u0131 g\u00fcn m\u00fcdahalesini tamaml\u0131yor ve evine geri d\u00f6nebiliyordu. Bu durumun Covid-19 salg\u0131n\u0131 nedeni ile s\u0131n\u0131rlanmas\u0131, yerel \u00e7\u00f6z\u00fcmleri daha \u00f6n plana \u00e7\u0131kard\u0131. Yerel b\u00f6lgelerdeki kritik tedarik zincirlerinin esnekli\u011fini ve verimlili\u011fini art\u0131rabilecek <strong>IoT \u00e7\u00f6z\u00fcmleri<\/strong> bu s\u00fcre\u00e7te ciddi bir \u015fekilde h\u0131z kazan\u0131yor.<\/p>\n<p><strong>Yapay Zeka<\/strong><\/p>\n<p>Yapay zeka ve IoT uygulamalar\u0131 art\u0131k ayr\u0131lmaz bir par\u00e7a. Bug\u00fcn otomotiv end\u00fcstrisinden, g\u0131da paketleme end\u00fcstrinin hemen hemen her alan\u0131nda yapay zeka uygulamalar\u0131 ile kar\u015f\u0131la\u015fmak m\u00fcmk\u00fcn.<\/p>\n<blockquote>\n<p style=\"text-align: center;\"><strong>2035 y\u0131l\u0131na kadar yapay zeka destekli teknolojiler, imalat dahil 16 sekt\u00f6rde i\u015fg\u00fcc\u00fc verimlili\u011fini %40&#8217;a kadar art\u0131rabilir.<\/strong><\/p>\n<\/blockquote>\n<p>Geli\u015fen teknoloji ile birlikte art\u0131k kestirimci bak\u0131mda yapay zekay\u0131 aktif bir \u015fekilde kullan\u0131yor. Tahmine dayal\u0131 bak\u0131m planlar\u0131n\u0131 y\u00fcr\u00fctmede yapay zeka bug\u00fcn hi\u00e7 olmad\u0131\u011f\u0131 kadar ba\u015far\u0131l\u0131. Makine \u00f6\u011frenmesi sayesinde verilerin analizi daha ba\u015far\u0131l\u0131 ve hassas bir \u015fekilde yap\u0131l\u0131rken, yapay zeka bu konuda i\u015fletmelere ciddi f\u0131rsatlar sunuyor.<\/p>\n<p><iframe title=\"IoT i\u00e7in Kestirimci Bak\u0131m \u00c7\u00f6z\u00fcmleri\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/jSS9ORI8keo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>\u00d6zetle \u00fcretim end\u00fcstrisi k\u00fcresel salg\u0131nla birlikte zaten trend olan dijitalle\u015fmeye daha da yak\u0131nla\u015ft\u0131. Nesnelerin \u0130nterneti IoT ba\u015fta olmak \u00fczere kestirimci bak\u0131m, yapay zeka, 5G ve uzaktan izleme \u00f6n\u00fcm\u00fczdeki d\u00f6nemin en \u00e7ok konu\u015fulan konular\u0131 olmaya devam edecek.<\/p>\n<blockquote>\n<p style=\"text-align: center;\"><strong>Sizim \u00fcretimdeki IoT trend \u00f6ng\u00f6r\u00fcleriniz neler, bize yorum olarak iletebilirsiniz.<\/strong><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Dijitalle\u015fme ve Iot son h\u0131zla devam ederken, ya\u015fad\u0131\u011f\u0131m\u0131z k\u00fcresel salg\u0131n ba\u015fta imalat sekt\u00f6r\u00fc olmak \u00fczere bir\u00e7ok alan\u0131 ciddi bir \u015fekilde etkiledi. \u00d6zellikle online ve uzaktan eri\u015fim hemen..<\/p>\n","protected":false},"author":2,"featured_media":52030,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","inline_featured_image":false,"footnotes":""},"categories":[75,80],"tags":[],"class_list":["post-52029","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artesis-2","category-blog"],"_links":{"self":[{"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/posts\/52029","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/comments?post=52029"}],"version-history":[{"count":1,"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/posts\/52029\/revisions"}],"predecessor-version":[{"id":55046,"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/posts\/52029\/revisions\/55046"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/media\/52030"}],"wp:attachment":[{"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/media?parent=52029"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/categories?post=52029"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/artesis.com\/tr\/wp-json\/wp\/v2\/tags?post=52029"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}