{"id":286,"date":"2024-07-31T18:20:18","date_gmt":"2024-07-31T18:20:18","guid":{"rendered":"https:\/\/dtx.metu.edu.tr\/?page_id=286"},"modified":"2025-09-09T09:44:06","modified_gmt":"2025-09-09T09:44:06","slug":"artificial-intelligence-and-big-data-analytics-laboratory","status":"publish","type":"page","link":"https:\/\/dtx.metu.edu.tr\/tr\/about-the-centre\/artificial-intelligence-and-big-data-analytics-laboratory\/","title":{"rendered":"Yapay Zek\u00e2 ve B\u00fcy\u00fck Veri Analiti\u011fi Laboratuvar\u0131"},"content":{"rendered":"
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<\/div>\"\"<\/div><\/div><\/div><\/div>
Yapay Zek\u00e2 ve B\u00fcy\u00fck Veri Analiti\u011fi Laboratuvar\u0131<\/div>
ODT\u00dc-DTX Yapay Zek\u00e2 ve B\u00fcy\u00fck Veri Analiti\u011fi Laboratuvar\u0131\u2019nda Firmalar\u0131 \u0130leri Teknoloji Bekliyor!<\/span><\/span><\/div><\/div><\/div><\/div><\/div>
<\/div>
\n\n
Ak\u0131ll\u0131 Esnek \u00dcretim Sistemleri Laboratuvar\u0131<\/div>\n<\/a><\/div>
\n\n
Yapay Zek\u00e2 ve B\u00fcy\u00fck Veri Analiti\u011fi Laboratuvar\u0131<\/div>\n<\/a><\/div>
\n\n
Sanal ve Art\u0131r\u0131lm\u0131\u015f Ger\u00e7eklik LaboratuvarI<\/div>\n<\/a><\/div>
\n\n
\u0130novasyon ve De\u011fi\u015fim Y\u00f6netimi Laboratuvar\u0131<\/div>\n<\/a><\/div><\/div>
<\/div>

ODT\u00dc-DTX Yapay Zek\u00e2 ve B\u00fcy\u00fck Veri Analiti\u011fi Laboratuvar\u0131, B\u00fcy\u00fck Veri Analiti\u011fi ve yapay zek\u00e2 uygulamalar\u0131 ile \u00fcretim s\u00fcre\u00e7lerinin t\u00fcm a\u015famalar\u0131n\u0131 kapsayacak \u015fekilde tasarland\u0131.<\/span><\/p>\n

Bu laboratuvar, makine sekt\u00f6r\u00fcndeki KOB\u0130'lerin \u00fcr\u00fcnlerinin End\u00fcstri 4.0 seviyesine y\u00fckseltilmesinde \u00f6nemli bir rol oynuyor. Merkezdeki laboratuvarlarla koordinasyon halinde, \u00e7e\u015fitli sens\u00f6rlerden ger\u00e7ek zamanl\u0131 ve y\u00fcksek hacimli veri toplayarak, bu verilerin analizine dayal\u0131 prototip sistemler i\u00e7in yapay zek\u00e2 deste\u011fi sa\u011fl\u0131yor.<\/span><\/p>\n<\/div><\/div>

<\/div>
Neden ODT\u00dc-DTX Yapay Zek\u00e2 ve B\u00fcy\u00fck Veri Analiti\u011fi Laboratuvar\u0131?<\/span><\/span><\/div>

Laboratuvarda, dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn kendine \u00f6zg\u00fc zorluklar\u0131 analiz ediliyor. En son teknolojiler ve uzman personel ile donat\u0131lm\u0131\u015f olan laboratuvar; \u00fcretkenli\u011fi art\u0131rmak, kaliteyi iyile\u015ftirmek ve maliyetleri d\u00fc\u015f\u00fcrmek i\u00e7in pratik \u00e7\u00f6z\u00fcmler geli\u015ftiriyor. Laboratuvar, makine sekt\u00f6r\u00fcndeki firmalar\u0131n \u00fcr\u00fcnlerinin End\u00fcstri 4.0 seviyesine y\u00fckseltilmesini hedefliyor. Merkezdeki laboratuvarlarla koordinasyon sa\u011flayarak \u00e7e\u015fitli sens\u00f6rlerden ger\u00e7ek zamanl\u0131 ve y\u00fcksek hacimli veriler topluyor, bu verilerin analizlerine dayanan prototip sistemler i\u00e7in yapay zek\u00e2 deste\u011fi sa\u011fl\u0131yor.\nLaboratuvar, firmalarla i\u015f birli\u011fi yaparak yeni potansiyellerin hayata ge\u00e7irilmesine ve rekabet\u00e7i \u00fcretim sekt\u00f6r\u00fcnde i\u015fletmelerin ilerlemesine destek oluyor!<\/p>\n<\/div><\/div><\/div>

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B\u00fcy\u00fck Veri Konular\u0131<\/div>\n<\/div><\/div>
<\/div>
    \n
  • B\u00fcy\u00fck hacimli verilerin i\u015flenmesi, depolanmas\u0131 ve analiz edilmesi i\u00e7in \u00f6l\u00e7eklenebilir ve verimli y\u00f6ntemler \u00fczerine ara\u015ft\u0131rma.<\/li>\n
  • Da\u011f\u0131t\u0131k bilgi i\u015flem \u00e7er\u00e7eveleri ve veri tabanlar\u0131 i\u00e7erisinde veri temizleme, d\u00f6n\u00fc\u015ft\u00fcrme, birle\u015ftirme ve entegrasyon teknikleri.<\/span><\/li>\n
  • Tan\u0131mlay\u0131c\u0131 istatistikler ve g\u00f6rselle\u015ftirme.<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
    \n \n
    Yapay Zek\u00e2 Konular\u0131<\/div>\n<\/div><\/div>
    <\/div>
    \n
      \n \t
    • Mant\u0131ksal Yapay Zek\u00e2<\/span><\/li>\n \t
    • Temsil<\/span><\/li>\n \t
    • Ak\u0131l Y\u00fcr\u00fctme<\/span><\/li>\n \t
    • Planlama<\/span><\/li>\n<\/ul>\n
        \n \t
      • \u00d6r\u00fcnt\u00fc Tan\u0131mlama<\/span><\/li>\n \t
      • \u00c7\u0131kar\u0131m<\/span><\/li>\n \t
      • Deneyimlerden \u00d6\u011frenme<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div>
        <\/div>
        Kilit Uygulamalar<\/span><\/span><\/div>
        <\/div>
          \n
        • \n
          \u00dcretim Hatt\u0131 Optimizasyonu:<\/b><\/div>\n
          \u00dcretim s\u00fcre\u00e7lerini izlemek ve y\u00f6netmek i\u00e7in veri analiti\u011fi ile entegre ak\u0131ll\u0131 sens\u00f6rler, geli\u015fmi\u015f kameralar ve ak\u0131ll\u0131 robotlar kullanarak verimlili\u011fi art\u0131r\u0131r ve robotik otomasyonu m\u00fcmk\u00fcn k\u0131lar.<\/div>\n<\/li>\n
        • \n
          Tedarik Zinciri Y\u00f6netimi:<\/b><\/div>\n
          Tedarik zinciri planlamas\u0131, envanter y\u00f6netimi, talep tahmini, lojistik optimizasyonu, depo otomasyonu ve tedarik\u00e7i ili\u015fkileri y\u00f6netimi iyile\u015ftirilir. Bu optimizasyon maliyetleri azaltabilir, depolama alanlar\u0131n\u0131n kullan\u0131m\u0131n\u0131 iyile\u015ftirebilir ve teslimat s\u00fcre\u00e7lerini geli\u015ftirebilir.<\/div>\n<\/li>\n
        • \n
          Otonom Robotlar\/Ayg\u0131tlar:<\/b><\/div>\n
          De\u011fi\u015fen ko\u015fullara uyum sa\u011flayan, insanlarla i\u015f birli\u011fi yapan, engelleri tespit eden (AGV'ler ve dronlar) ve daha fazlas\u0131n\u0131 yapan robotlar\/cihazlar tasarlan\u0131r, sadece otomasyonu de\u011fil ayn\u0131 zamanda otonom sistemleri de te\u015fvik edilir.<\/div>\n<\/li>\n
        • \n
          \u00d6ng\u00f6r\u00fcc\u00fc Bak\u0131m:<\/b><\/div>\n
          Ekipman ar\u0131zalar\u0131n\u0131 veya \u00fcr\u00fcn kusurlar\u0131n\u0131 \u00f6ng\u00f6rmek veya yakalamak i\u00e7in kestirimci bak\u0131m, servis y\u00f6netimi ve bak\u0131m\/onar\u0131m \u00f6nceliklendirmesini kullanarak hem \u00fcretim s\u00fcre\u00e7leri hem de servis y\u00f6netimi optimize edilir.<\/div>\n<\/li>\n
        • \n
          Kalite Kontrol<\/b><\/div>\n
          G\u00f6r\u00fcnt\u00fc i\u015fleme ve makine \u00f6\u011frenimi teknikleri kullan\u0131larak \u00fcr\u00fcn kalitesi otomatik olarak denetlenir, hatal\u0131 \u00fcr\u00fcnlerin g\u00f6r\u00fclme s\u0131kl\u0131\u011f\u0131 ve geri \u00e7a\u011f\u0131rma maliyetleri azalt\u0131l\u0131r.<\/div>\n<\/li>\n
        • \n
          Enerji ve S\u00fcrd\u00fcr\u00fclebilirlik<\/b><\/div>\n
          Enerji t\u00fcketimi tahmini, verimlilik analizi, yenilenebilir enerji entegrasyonu ve karbon ayak izi hesaplamalar\u0131 i\u00e7in yapay zekan\u0131n uygulanmas\u0131, enerji maliyetlerini d\u00fc\u015f\u00fcrebilir ve \u00e7evresel etkiyi azaltabilir.<\/div>\n<\/li>\n
        • \n
          \u00dcr\u00fcn Geli\u015ftirme ve Tasar\u0131m:<\/b><\/div>\n
          \u00dcretken tasar\u0131m yoluyla yenilik\u00e7i prototip olu\u015fturma ve geometri haz\u0131rlama gibi g\u00f6revleri h\u0131zland\u0131rarak m\u00fchendislerin geleneksel d\u00fc\u015f\u00fcncenin \u00f6tesinde \u00e7\u00f6z\u00fcmler \u00fcretmesine yard\u0131mc\u0131 olur ve gerekli sim\u00fclasyon ve prototip say\u0131s\u0131n\u0131 azalt\u0131r.<\/div>\n<\/li>\n
        • \n
          \u0130nsan Kaynaklar\u0131 Y\u00f6netimi:<\/b><\/div>\n
          \u0130\u015fe al\u0131m s\u00fcre\u00e7lerinin, yetenek y\u00f6netiminin, e\u011fitim ve geli\u015fim programlar\u0131n\u0131n ve performans y\u00f6netiminin iyile\u015ftirilmesi yoluyla genel i\u015fg\u00fcc\u00fc verimlili\u011fi art\u0131r\u0131l\u0131r.<\/div>\n<\/li>\n
        • \n
          Pazarlama ve Sat\u0131\u015f:<\/b><\/div>\n
          M\u00fc\u015fteri segmentasyonu, ki\u015fiselle\u015ftirilmi\u015f pazarlama, fiyatland\u0131rma stratejileri ve m\u00fc\u015fteri ili\u015fkileri y\u00f6netimi uygulan\u0131r. Veri analiti\u011fi ve tahmine dayal\u0131 analizin entegre edilmesi daha etkili pazarlama kampanyalar\u0131 ve artan sat\u0131\u015f potansiyeli sa\u011flayabilir.<\/div>\n<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"Artificial Intelligence and Big Data Analytics LaboratoryAdvanced Solutions at METU-DTX\u2019s Artificial Intelligence and Big Data Analytics Laboratory! Smart-Flexible Manufacturing Systems Lab Artificial Intelligence and Big Data Analytics Lab Virtual and Augmented Reality Lab Innovation and Change Management Laboratory The Artificial Intelligence and Big Data Analytics Laboratory at METU-DTX is designed to cover all stages of...","protected":false},"author":1,"featured_media":0,"parent":272,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-286","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"\nArtificial Intelligence and Big Data Analytics Laboratory - METU-DTX<\/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:\/\/dtx.metu.edu.tr\/tr\/about-the-centre\/artificial-intelligence-and-big-data-analytics-laboratory\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial Intelligence and Big Data Analytics Laboratory - 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