{"id":45047,"date":"2021-06-14T19:08:36","date_gmt":"2021-06-14T16:08:36","guid":{"rendered":"https:\/\/evreka.co\/blog\/surdurulebilir-atik-yonetimi-buyuk-veri-yapay-zeka\/"},"modified":"2026-10-22T17:51:35","modified_gmt":"2026-10-22T14:51:35","slug":"surdurulebilir-atik-yonetimi-buyuk-veri-yapay-zeka","status":"publish","type":"post","link":"https:\/\/evreka.co\/tr\/blog\/surdurulebilir-atik-yonetimi-buyuk-veri-yapay-zeka\/","title":{"rendered":"B\u00fcy\u00fck veri ve yapay zek\u00e2 ile s\u00fcrd\u00fcr\u00fclebilir at\u0131k y\u00f6netimi"},"content":{"rendered":"<p>Teknoloji her g\u00fcn \u00fcstel bir h\u0131zla geli\u015fiyor. G\u00fcnl\u00fck hayat\u0131m\u0131zdaki elektronik cihazlar\u0131n art\u0131\u015f\u0131 e-at\u0131k, \u00e7evresel etki ve genel olarak at\u0131k y\u00f6netimi a\u00e7\u0131s\u0131ndan sorunlara yol a\u00e7sa da \u00e7\u00f6z\u00fcm\u00fc yine teknoloji sa\u011fl\u0131yor. At\u0131k y\u00f6netiminin en yeni ve en geli\u015fmi\u015f teknolojisi, at\u0131klar\u0131n ak\u0131ll\u0131 ve s\u00fcrd\u00fcr\u00fclebilir y\u00f6netimi i\u00e7in b\u00fcy\u00fck veri (big data) ve yapay zek\u00e2 (AI) kullan\u0131m\u0131d\u0131r.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/evreka.co\/wp-content\/uploads\/2021\/06\/Sustainable-Waste-Management-with-Big-Data-AI-scaled.jpeg\" alt=\"B\u00fcy\u00fck veri ve yapay zek\u00e2 ile s\u00fcrd\u00fcr\u00fclebilir at\u0131k y\u00f6netimi\" \/><\/p>\n<h2>At\u0131k toplamada b\u00fcy\u00fck veri<\/h2>\n<p>B\u00fcy\u00fck veri tam olarak nedir? Teknoloji devi Oracle&#8217;a g\u00f6re b\u00fcy\u00fck veri; hacmi, \u00e7e\u015fitlili\u011fi ve\/veya karma\u015f\u0131kl\u0131\u011f\u0131 nedeniyle elle yap\u0131lan geleneksel y\u00f6ntemlerle i\u015flenemeyen yap\u0131land\u0131r\u0131lm\u0131\u015f, yar\u0131 yap\u0131land\u0131r\u0131lm\u0131\u015f veya yap\u0131land\u0131r\u0131lmam\u0131\u015f veri k\u00fcmesidir (bkz. <a href=\"https:\/\/www.oracle.com\/big-data\/what-is-big-data\/\" target=\"_blank\" rel=\"noopener\">Oracle&#8217;\u0131n b\u00fcy\u00fck veri a\u00e7\u0131klamas\u0131<\/a>). Bu veriler, onlar\u0131 kolay ve verimli analiz eden geli\u015fmi\u015f bilgisayar programlar\u0131yla i\u015flenir.<\/p>\n<p>At\u0131k y\u00f6netiminde b\u00fcy\u00fck veri bir\u00e7ok farkl\u0131 \u015fekilde kullan\u0131labilir. \u00d6rne\u011fin:<\/p>\n<ul>\n<li>Yapay zek\u00e2 destekli geri d\u00f6n\u00fc\u015f\u00fcm robotlar\u0131, g\u0131da ambalajlar\u0131n\u0131 di\u011fer geri d\u00f6n\u00fc\u015f\u00fcm at\u0131klar\u0131ndan ay\u0131rarak di\u011fer at\u0131klar\u0131 kirletmelerini \u00f6nler; geri d\u00f6n\u00fc\u015f\u00fcm\u00fc daha ucuz, g\u00fcvenli ve verimli hale getirir;<\/li>\n<li>Belirli bir b\u00f6lgede hangi noktalar\u0131n en \u00e7ok at\u0131k \u00fcretti\u011fini analiz ederek ak\u0131ll\u0131 rota planlama (CBS\/GIS analiti\u011fi);<\/li>\n<li>Bir \u015firkette en \u00e7ok at\u0131\u011f\u0131n hangi departmanda olu\u015ftu\u011funu belirleyerek at\u0131k \u00fcretimini azaltma.<\/li>\n<\/ul>\n<h2>S\u00fcrd\u00fcr\u00fclebilir at\u0131k y\u00f6netimi i\u00e7in yapay zek\u00e2<\/h2>\n<p>B\u00fcy\u00fck veri gibi yapay zek\u00e2 da hayat\u0131n her alan\u0131nda bir\u00e7ok \u015fekilde kullan\u0131labilir. Son y\u0131llarda yapay zek\u00e2 o kadar geli\u015fti ki ak\u0131ll\u0131 \u015fehirlerin ihtiya\u00e7lar\u0131n\u0131 kar\u015f\u0131layabilir hale geldi.<\/p>\n<p>Ak\u0131ll\u0131 \u015fehir teknolojisinin bir\u00e7ok bile\u015feni vard\u0131r. Ak\u0131ll\u0131 at\u0131k y\u00f6netimi bunlardan yaln\u0131zca biridir ancak di\u011ferleri kadar \u00f6nemlidir. S\u00fcrd\u00fcr\u00fclebilir at\u0131k y\u00f6netimini sa\u011flaman\u0131n en basit ve en ucuz yolu, ak\u0131ll\u0131 \u015fehirdeki at\u0131k konteynerlerine otomatik at\u0131k y\u00f6netimi yaz\u0131l\u0131m\u0131 kurmakt\u0131r. Bu yaz\u0131l\u0131mlar, IoT sens\u00f6rleri ve ara\u00e7 RFID okuyucusu ile birlikte kullan\u0131ld\u0131\u011f\u0131nda \u015fu konularda i\u00e7g\u00f6r\u00fc sa\u011flar:<\/p>\n<ul>\n<li>doluluk seviyeleri;<\/li>\n<li>i\u00e7 s\u0131cakl\u0131k;<\/li>\n<li>konum ve konteynerler ile toplama durumlar\u0131 hakk\u0131nda pek \u00e7ok \u00f6nemli bilgi.<\/li>\n<\/ul>\n<p>Ak\u0131ll\u0131 ve s\u00fcrd\u00fcr\u00fclebilir at\u0131k y\u00f6netimi y\u00f6ntemlerine ge\u00e7in, bug\u00fcnden tasarruf etmeye ba\u015flay\u0131n. <a href=\"\/tr\/iletisim\/\">\u0130leti\u015fim sayfam\u0131zdan<\/a> \u00fccretsiz demo talep edebilir veya yaz\u0131l\u0131m ve donan\u0131m \u00e7\u00f6z\u00fcmlerimize g\u00f6z atabilirsiniz.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>B\u00fcy\u00fck veri ve yapay zek\u00e2 ile s\u00fcrd\u00fcr\u00fclebilir at\u0131k y\u00f6netimi: daha ak\u0131ll\u0131 rotalar, daha az kirlilik ve doluluk, konum i\u00e7g\u00f6r\u00fcleri.<\/p>\n","protected":false},"author":24,"featured_media":19398,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"content-type":"","om_disable_all_campaigns":false,"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-45047","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-genel"],"acf":[],"_links":{"self":[{"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/posts\/45047","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/comments?post=45047"}],"version-history":[{"count":1,"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/posts\/45047\/revisions"}],"predecessor-version":[{"id":45879,"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/posts\/45047\/revisions\/45879"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/media\/19398"}],"wp:attachment":[{"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/media?parent=45047"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/categories?post=45047"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/evreka.co\/tr\/wp-json\/wp\/v2\/tags?post=45047"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}