{"id":1002,"date":"2025-09-15T19:15:52","date_gmt":"2025-09-15T19:15:52","guid":{"rendered":"https:\/\/www.cilico.ru\/?page_id=1002"},"modified":"2026-02-13T14:24:18","modified_gmt":"2026-02-13T11:24:18","slug":"%d1%83%d0%bf%d1%80%d0%b0%d0%b2%d0%bb%d0%b5%d0%bd%d0%b8%d0%b5-%d0%b6%d0%b5%d0%bb%d0%b5%d0%b7%d0%bd%d0%be%d0%b4%d0%be%d1%80%d0%be%d0%b6%d0%bd%d1%8b%d0%bc%d0%b8-%d0%bc%d0%b0%d1%82%d0%b5%d1%80%d0%b8%d0%b0","status":"publish","type":"page","link":"https:\/\/www.cilico.ru\/ru\/demiryolu-malzeme-yonetimi\/","title":{"rendered":"\u0416\u0435\u043b\u0435\u0437\u043d\u043e\u0434\u043e\u0440\u043e\u0436\u043d\u043e\u0435 \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435"},"content":{"rendered":"
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\u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e \u0431\u044b\u043b\u0430 \u0437\u0430\u043f\u0443\u0449\u0435\u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 (Big Data), \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0443 \u0432\u044b\u0434\u0430\u0447\u0438 \u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0442\u0430 \u0432\u0441\u0435\u0445 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0439 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u043e\u0432, \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442 \u0438\u0445 \u0430\u0433\u0440\u0435\u0433\u0430\u0446\u0438\u044e, \u0433\u043b\u0443\u0431\u043e\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0434\u043b\u044f \u0441\u043a\u0432\u043e\u0437\u043d\u043e\u0433\u043e \u043f\u043e\u0438\u0441\u043a\u0430 \u0438 \u043f\u0440\u043e\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043a\u0430\u0436\u0434\u043e\u0439 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438.<\/p>

\u0426\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u044f<\/strong><\/span><\/p>

\u042d\u043a\u043e\u043d\u043e\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u044d\u0444\u0444\u0435\u043a\u0442<\/strong><\/p>

\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432: \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442 \u043e\u0431\u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0441\u043f\u0438\u0441\u043a\u0438 \u0437\u0430\u043a\u0443\u043f\u043e\u043a, \u0447\u0442\u043e \u043f\u043e\u0432\u044b\u0448\u0430\u0435\u0442 \u043e\u0431\u043e\u0440\u0430\u0447\u0438\u0432\u0430\u0435\u043c\u043e\u0441\u0442\u044c \u0441\u0440\u0435\u0434\u0441\u0442\u0432 \u0438 \u0441\u043d\u0438\u0436\u0430\u0435\u0442 \u0437\u0430\u0442\u0440\u0430\u0442\u044b \u043d\u0430 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435 \u0437\u0430\u043f\u0430\u0441\u043e\u0432.<\/p>

\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0447\u0435\u0441\u043a\u0438\u0439 \u044d\u0444\u0444\u0435\u043a\u0442<\/strong><\/p>

\u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f: \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u043b\u0430 \u043f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0431\u0435\u0437\u0431\u0443\u043c\u0430\u0436\u043d\u043e\u043c\u0443 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u043e\u0431\u043e\u0440\u043e\u0442\u0443 \u0438 \u0443\u0434\u0430\u043b\u0435\u043d\u043d\u043e\u043c\u0443 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044e. \u0414\u0430\u043d\u043d\u044b\u0435 \u0441\u0442\u0430\u043b\u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0434\u043b\u044f \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043f\u043e\u0438\u0441\u043a\u0430, \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0438 \u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0446\u0435\u043d\u043d\u043e\u0433\u043e \u0440\u0435\u0441\u0443\u0440\u0441\u0430 \u00ab\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445\u00bb, \u0447\u0442\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u043f\u0440\u043e\u0447\u043d\u0443\u044e \u043e\u0441\u043d\u043e\u0432\u0443 \u0434\u043b\u044f \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044f \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0431\u0438\u0437\u043d\u0435\u0441-\u0440\u0435\u0448\u0435\u043d\u0438\u0439.<\/p>

\u041e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c<\/strong><\/p>

\u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u044b: \u0442\u043e\u0447\u043d\u043e\u0435 \u0443\u043a\u0430\u0437\u0430\u043d\u0438\u0435 \u043c\u0435\u0441\u0442 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 \u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0438 \u0441 \u043f\u0440\u0430\u0432\u0430\u043c\u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u0430 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432 \u0441\u043e\u043a\u0440\u0430\u0442\u0438\u043b\u043e \u0432\u0440\u0435\u043c\u044f \u043d\u0430 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0442 \u0434\u043e \u043c\u0438\u043d\u0443\u0442\u044b.<\/p>

\u0413\u0443\u043c\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0442\u0440\u0443\u0434\u0430<\/strong><\/p>

\u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0432\u0437\u044f\u043b\u0438 \u043d\u0430 \u0441\u0435\u0431\u044f \u0440\u0443\u0442\u0438\u043d\u043d\u044b\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438, \u043f\u0435\u0440\u0435\u043d\u0435\u0441\u044f \u0444\u043e\u043a\u0443\u0441 \u0440\u0430\u0431\u043e\u0442\u044b \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432 \u0441 \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u044f \u043d\u0430 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0443. \u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u043d\u0430 \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u0441\u043e\u043a\u0440\u0430\u0442\u0438\u043b\u0430\u0441\u044c.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

Malzeme Y\u00f6netimi Uygulamas\u0131 Arka Plan \u00c7ok say\u0131da bak\u0131m ve i\u015fletme at\u00f6lyesini b\u00fcnyesinde bar\u0131nd\u0131ran bir demiryolu lokomotif deposu, 300’den fazla dizel ve elektrikli lokomotifin bak\u0131m ve onar\u0131m\u0131ndan ve 3.000’den fazla personelin y\u00f6netiminden sorumludur. Mevcut Y\u00f6netim Modeli ve Zorluklar: Y\u00f6netim Eksikli\u011fi: Mevcut sistem, malzemelerin yaln\u0131zca kategori baz\u0131nda, belirlenen personel taraf\u0131ndan y\u00f6netilmesini sa\u011fl\u0131yor ve “seri numaras\u0131 bazl\u0131 takip” yakla\u015f\u0131m\u0131n\u0131 benimsemiyordu. Bu, tam ya\u015fam d\u00f6ng\u00fcs\u00fc y\u00f6netimi ve tam izlenebilirlik sa\u011flamay\u0131 imkans\u0131z hale getiriyordu. Malzeme Y\u00f6netiminde D\u00fc\u015f\u00fck Otomasyon Seviyesi: Malzeme da\u011f\u0131t\u0131m\u0131 ve iade i\u015flemleri ka\u011f\u0131t tabanl\u0131 kay\u0131tlara ve manuel y\u00f6ntemlere dayan\u0131yordu. Malzemelerin \u00f6zellikleri ve y\u00f6netim gereksinimlerine g\u00f6re hedeflenmi\u015f bir otomatik y\u00f6netim teknolojisi bulunmuyordu. \u00d6zellikle gece ve tatil g\u00fcnlerinde malzeme temini daha uzun s\u00fcr\u00fcyor, bu, depo i\u00e7indeki lokomotiflerin \u00e7al\u0131\u015fma s\u00fcrelerini k\u0131saltarak i\u015f verimlili\u011fini d\u00fc\u015f\u00fcr\u00fcyordu. Veri Analizi ve Etkili Karar Deste\u011fi Sa\u011flayamama: Ka\u011f\u0131t tabanl\u0131 kay\u0131tlar korunmas\u0131 ve sorgulanmas\u0131 zor olup, veriler etkin bir \u015fekilde say\u0131labilir, izlenebilir, analiz edilebilir veya payla\u015f\u0131lamaz. Bu, “b\u00fcy\u00fck veri” kaynaklar\u0131n\u0131n olu\u015fmas\u0131n\u0131 engeller ve gelecekteki karar alma s\u00fcre\u00e7lerinin etkin bir \u015fekilde desteklenmesini imkans\u0131z hale getirir. Uygulama Plan\u0131: CILICO, demir yolu ta\u015f\u0131mac\u0131l\u0131\u011f\u0131 malzemeleri i\u00e7in \u00f6zelle\u015ftirilmi\u015f bir y\u00f6netim \u00e7\u00f6z\u00fcm\u00fc sunmu\u015ftur. Lokomotif anahtarlar\u0131, telsizler, \u00f6zel telefonlar ve ekipmanlar gibi \u00e7e\u015fitli malzemeler, RFID ak\u0131ll\u0131 depolar arac\u0131l\u0131\u011f\u0131yla merkezi olarak y\u00f6netilmektedir. Y\u00fcz tan\u0131ma, parmak izi tan\u0131ma, barkod okuyucular ve IC kartlar gibi do\u011frulama y\u00f6ntemleri kullan\u0131larak, \u00f6zel ekipmanlar\u0131n depolanmas\u0131, \u015farj edilmesi ve kendi kendine da\u011f\u0131t\u0131lmas\u0131 sa\u011flan\u0131r. Bir b\u00fcy\u00fck veri platformu, \u00e7e\u015fitli malzemelerin da\u011f\u0131t\u0131m ve iade verilerini ger\u00e7ek zamanl\u0131 olarak kullan\u0131c\u0131 gereksinimlerine g\u00f6re g\u00f6r\u00fcnt\u00fcleyebilir. Ayr\u0131ca, kullan\u0131c\u0131 ihtiya\u00e7lar\u0131na g\u00f6re veri \u00f6zetleme, analiz yapma ve sorgulama ile izleme yap\u0131labilir. De\u011fer: Ekonomik Faydalar: Sistemin olu\u015fturdu\u011fu tedarik listeleri, sermaye kullan\u0131m\u0131n\u0131 iyile\u015ftirmi\u015f ve envanter maliyetlerini d\u00fc\u015f\u00fcrm\u00fc\u015ft\u00fcr. Y\u00f6netime Faydalar\u0131: Yenilik\u00e7i d\u00fc\u015f\u00fcnce ile ekipmanlar\u0131n ak\u0131ll\u0131 hale getirilmesi, ka\u011f\u0131ts\u0131z ve insans\u0131z denetimi m\u00fcmk\u00fcn k\u0131lm\u0131\u015ft\u0131r. Veriler sorgulanabilir ve izlenebilir hale gelmi\u015f, ger\u00e7ek zamanl\u0131 \u00f6zetleme ve analiz kolayla\u015ft\u0131r\u0131lm\u0131\u015ft\u0131r. Bu da “b\u00fcy\u00fck veri” kaynaklar\u0131 olu\u015fturulmas\u0131n\u0131 sa\u011flam\u0131\u015f ve sonraki i\u015f kararlar\u0131 i\u00e7in etkili veri deste\u011fi sunmu\u015ftur. Zamana Faydalar\u0131: Ekip \u00fcyelerinin kullan\u0131m haklar\u0131na dayal\u0131 olarak ekipmanlar\u0131n depolanma yerleri konusunda verilen do\u011fru y\u00f6nlendirmeler sayesinde, ekipman alma ve iade s\u00fcresi 30 saniye ile 1 dakika aras\u0131nda k\u0131salt\u0131labilmi\u015ftir. \u0130nsan Odakl\u0131 Faydalar: Ak\u0131ll\u0131 sistemlerin kullan\u0131lmas\u0131, yerinde yap\u0131lmas\u0131 gereken bir\u00e7ok g\u00f6revi uzak bilgi i\u015fleme y\u00f6ntemlerine kayd\u0131rarak, insan y\u00fck\u00fcn\u00fc b\u00fcy\u00fck \u00f6l\u00e7\u00fcde hafifletir.<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":""},"class_list":["post-1002","page","type-page","status-publish","hentry"],"yoast_head":"\nDemiryolu Malzeme Y\u00f6netimi - CILICO | El Terminali, Mobil Bilgisayar Uzman\u0131 | CILICO<\/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.cilico.ru\/ru\/\u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435-\u0436\u0435\u043b\u0435\u0437\u043d\u043e\u0434\u043e\u0440\u043e\u0436\u043d\u044b\u043c\u0438-\u043c\u0430\u0442\u0435\u0440\u0438\u0430\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Demiryolu Malzeme Y\u00f6netimi - CILICO | El Terminali, Mobil Bilgisayar Uzman\u0131 | CILICO\" \/>\n<meta property=\"og:description\" content=\"Malzeme Y\u00f6netimi Uygulamas\u0131 Arka Plan \u00c7ok say\u0131da bak\u0131m ve i\u015fletme at\u00f6lyesini b\u00fcnyesinde bar\u0131nd\u0131ran bir demiryolu lokomotif deposu, 300’den fazla dizel ve elektrikli lokomotifin bak\u0131m ve onar\u0131m\u0131ndan ve 3.000’den fazla personelin y\u00f6netiminden sorumludur. Mevcut Y\u00f6netim Modeli ve Zorluklar: Y\u00f6netim Eksikli\u011fi: Mevcut sistem, malzemelerin yaln\u0131zca kategori baz\u0131nda, belirlenen personel taraf\u0131ndan y\u00f6netilmesini sa\u011fl\u0131yor ve “seri numaras\u0131 bazl\u0131 takip” yakla\u015f\u0131m\u0131n\u0131 benimsemiyordu. Bu, tam ya\u015fam d\u00f6ng\u00fcs\u00fc y\u00f6netimi ve tam izlenebilirlik sa\u011flamay\u0131 imkans\u0131z hale getiriyordu. Malzeme Y\u00f6netiminde D\u00fc\u015f\u00fck Otomasyon Seviyesi: Malzeme da\u011f\u0131t\u0131m\u0131 ve iade i\u015flemleri ka\u011f\u0131t tabanl\u0131 kay\u0131tlara ve manuel y\u00f6ntemlere dayan\u0131yordu. Malzemelerin \u00f6zellikleri ve y\u00f6netim gereksinimlerine g\u00f6re hedeflenmi\u015f bir otomatik y\u00f6netim teknolojisi bulunmuyordu. \u00d6zellikle gece ve tatil g\u00fcnlerinde malzeme temini daha uzun s\u00fcr\u00fcyor, bu, depo i\u00e7indeki lokomotiflerin \u00e7al\u0131\u015fma s\u00fcrelerini k\u0131saltarak i\u015f verimlili\u011fini d\u00fc\u015f\u00fcr\u00fcyordu. Veri Analizi ve Etkili Karar Deste\u011fi Sa\u011flayamama: Ka\u011f\u0131t tabanl\u0131 kay\u0131tlar korunmas\u0131 ve sorgulanmas\u0131 zor olup, veriler etkin bir \u015fekilde say\u0131labilir, izlenebilir, analiz edilebilir veya payla\u015f\u0131lamaz. Bu, “b\u00fcy\u00fck veri” kaynaklar\u0131n\u0131n olu\u015fmas\u0131n\u0131 engeller ve gelecekteki karar alma s\u00fcre\u00e7lerinin etkin bir \u015fekilde desteklenmesini imkans\u0131z hale getirir. Uygulama Plan\u0131: CILICO, demir yolu ta\u015f\u0131mac\u0131l\u0131\u011f\u0131 malzemeleri i\u00e7in \u00f6zelle\u015ftirilmi\u015f bir y\u00f6netim \u00e7\u00f6z\u00fcm\u00fc sunmu\u015ftur. Lokomotif anahtarlar\u0131, telsizler, \u00f6zel telefonlar ve ekipmanlar gibi \u00e7e\u015fitli malzemeler, RFID ak\u0131ll\u0131 depolar arac\u0131l\u0131\u011f\u0131yla merkezi olarak y\u00f6netilmektedir. Y\u00fcz tan\u0131ma, parmak izi tan\u0131ma, barkod okuyucular ve IC kartlar gibi do\u011frulama y\u00f6ntemleri kullan\u0131larak, \u00f6zel ekipmanlar\u0131n depolanmas\u0131, \u015farj edilmesi ve kendi kendine da\u011f\u0131t\u0131lmas\u0131 sa\u011flan\u0131r. Bir b\u00fcy\u00fck veri platformu, \u00e7e\u015fitli malzemelerin da\u011f\u0131t\u0131m ve iade verilerini ger\u00e7ek zamanl\u0131 olarak kullan\u0131c\u0131 gereksinimlerine g\u00f6re g\u00f6r\u00fcnt\u00fcleyebilir. Ayr\u0131ca, kullan\u0131c\u0131 ihtiya\u00e7lar\u0131na g\u00f6re veri \u00f6zetleme, analiz yapma ve sorgulama ile izleme yap\u0131labilir. De\u011fer: Ekonomik Faydalar: Sistemin olu\u015fturdu\u011fu tedarik listeleri, sermaye kullan\u0131m\u0131n\u0131 iyile\u015ftirmi\u015f ve envanter maliyetlerini d\u00fc\u015f\u00fcrm\u00fc\u015ft\u00fcr. Y\u00f6netime Faydalar\u0131: Yenilik\u00e7i d\u00fc\u015f\u00fcnce ile ekipmanlar\u0131n ak\u0131ll\u0131 hale getirilmesi, ka\u011f\u0131ts\u0131z ve insans\u0131z denetimi m\u00fcmk\u00fcn k\u0131lm\u0131\u015ft\u0131r. Veriler sorgulanabilir ve izlenebilir hale gelmi\u015f, ger\u00e7ek zamanl\u0131 \u00f6zetleme ve analiz kolayla\u015ft\u0131r\u0131lm\u0131\u015ft\u0131r. Bu da “b\u00fcy\u00fck veri” kaynaklar\u0131 olu\u015fturulmas\u0131n\u0131 sa\u011flam\u0131\u015f ve sonraki i\u015f kararlar\u0131 i\u00e7in etkili veri deste\u011fi sunmu\u015ftur. 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Mevcut Y\u00f6netim Modeli ve Zorluklar: Y\u00f6netim Eksikli\u011fi: Mevcut sistem, malzemelerin yaln\u0131zca kategori baz\u0131nda, belirlenen personel taraf\u0131ndan y\u00f6netilmesini sa\u011fl\u0131yor ve “seri numaras\u0131 bazl\u0131 takip” yakla\u015f\u0131m\u0131n\u0131 benimsemiyordu. Bu, tam ya\u015fam d\u00f6ng\u00fcs\u00fc y\u00f6netimi ve tam izlenebilirlik sa\u011flamay\u0131 imkans\u0131z hale getiriyordu. Malzeme Y\u00f6netiminde D\u00fc\u015f\u00fck Otomasyon Seviyesi: Malzeme da\u011f\u0131t\u0131m\u0131 ve iade i\u015flemleri ka\u011f\u0131t tabanl\u0131 kay\u0131tlara ve manuel y\u00f6ntemlere dayan\u0131yordu. Malzemelerin \u00f6zellikleri ve y\u00f6netim gereksinimlerine g\u00f6re hedeflenmi\u015f bir otomatik y\u00f6netim teknolojisi bulunmuyordu. \u00d6zellikle gece ve tatil g\u00fcnlerinde malzeme temini daha uzun s\u00fcr\u00fcyor, bu, depo i\u00e7indeki lokomotiflerin \u00e7al\u0131\u015fma s\u00fcrelerini k\u0131saltarak i\u015f verimlili\u011fini d\u00fc\u015f\u00fcr\u00fcyordu. Veri Analizi ve Etkili Karar Deste\u011fi Sa\u011flayamama: Ka\u011f\u0131t tabanl\u0131 kay\u0131tlar korunmas\u0131 ve sorgulanmas\u0131 zor olup, veriler etkin bir \u015fekilde say\u0131labilir, izlenebilir, analiz edilebilir veya payla\u015f\u0131lamaz. Bu, “b\u00fcy\u00fck veri” kaynaklar\u0131n\u0131n olu\u015fmas\u0131n\u0131 engeller ve gelecekteki karar alma s\u00fcre\u00e7lerinin etkin bir \u015fekilde desteklenmesini imkans\u0131z hale getirir. Uygulama Plan\u0131: CILICO, demir yolu ta\u015f\u0131mac\u0131l\u0131\u011f\u0131 malzemeleri i\u00e7in \u00f6zelle\u015ftirilmi\u015f bir y\u00f6netim \u00e7\u00f6z\u00fcm\u00fc sunmu\u015ftur. Lokomotif anahtarlar\u0131, telsizler, \u00f6zel telefonlar ve ekipmanlar gibi \u00e7e\u015fitli malzemeler, RFID ak\u0131ll\u0131 depolar arac\u0131l\u0131\u011f\u0131yla merkezi olarak y\u00f6netilmektedir. Y\u00fcz tan\u0131ma, parmak izi tan\u0131ma, barkod okuyucular ve IC kartlar gibi do\u011frulama y\u00f6ntemleri kullan\u0131larak, \u00f6zel ekipmanlar\u0131n depolanmas\u0131, \u015farj edilmesi ve kendi kendine da\u011f\u0131t\u0131lmas\u0131 sa\u011flan\u0131r. Bir b\u00fcy\u00fck veri platformu, \u00e7e\u015fitli malzemelerin da\u011f\u0131t\u0131m ve iade verilerini ger\u00e7ek zamanl\u0131 olarak kullan\u0131c\u0131 gereksinimlerine g\u00f6re g\u00f6r\u00fcnt\u00fcleyebilir. Ayr\u0131ca, kullan\u0131c\u0131 ihtiya\u00e7lar\u0131na g\u00f6re veri \u00f6zetleme, analiz yapma ve sorgulama ile izleme yap\u0131labilir. De\u011fer: Ekonomik Faydalar: Sistemin olu\u015fturdu\u011fu tedarik listeleri, sermaye kullan\u0131m\u0131n\u0131 iyile\u015ftirmi\u015f ve envanter maliyetlerini d\u00fc\u015f\u00fcrm\u00fc\u015ft\u00fcr. Y\u00f6netime Faydalar\u0131: Yenilik\u00e7i d\u00fc\u015f\u00fcnce ile ekipmanlar\u0131n ak\u0131ll\u0131 hale getirilmesi, ka\u011f\u0131ts\u0131z ve insans\u0131z denetimi m\u00fcmk\u00fcn k\u0131lm\u0131\u015ft\u0131r. Veriler sorgulanabilir ve izlenebilir hale gelmi\u015f, ger\u00e7ek zamanl\u0131 \u00f6zetleme ve analiz kolayla\u015ft\u0131r\u0131lm\u0131\u015ft\u0131r. Bu da “b\u00fcy\u00fck veri” kaynaklar\u0131 olu\u015fturulmas\u0131n\u0131 sa\u011flam\u0131\u015f ve sonraki i\u015f kararlar\u0131 i\u00e7in etkili veri deste\u011fi sunmu\u015ftur. Zamana Faydalar\u0131: Ekip \u00fcyelerinin kullan\u0131m haklar\u0131na dayal\u0131 olarak ekipmanlar\u0131n depolanma yerleri konusunda verilen do\u011fru y\u00f6nlendirmeler sayesinde, ekipman alma ve iade s\u00fcresi 30 saniye ile 1 dakika aras\u0131nda k\u0131salt\u0131labilmi\u015ftir. \u0130nsan Odakl\u0131 Faydalar: Ak\u0131ll\u0131 sistemlerin kullan\u0131lmas\u0131, yerinde yap\u0131lmas\u0131 gereken bir\u00e7ok g\u00f6revi uzak bilgi i\u015fleme y\u00f6ntemlerine kayd\u0131rarak, insan y\u00fck\u00fcn\u00fc b\u00fcy\u00fck \u00f6l\u00e7\u00fcde hafifletir.","og_url":"https:\/\/www.cilico.ru\/ru\/\u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435-\u0436\u0435\u043b\u0435\u0437\u043d\u043e\u0434\u043e\u0440\u043e\u0436\u043d\u044b\u043c\u0438-\u043c\u0430\u0442\u0435\u0440\u0438\u0430\/","og_site_name":"CILICO | El Terminali, Mobil Bilgisayar Uzman\u0131 | CILICO","article_modified_time":"2026-02-13T11:24:18+00:00","og_image":[{"width":640,"height":366,"url":"https:\/\/www.cilico.ru\/wp-content\/uploads\/2025\/09\/1542558678d838f7672d2ea6d5e3a1c4.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f":"4 \u043c\u0438\u043d\u0443\u0442\u044b"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.cilico.ru\/demiryolu-malzeme-yonetimi\/","url":"https:\/\/www.cilico.ru\/demiryolu-malzeme-yonetimi\/","name":"\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0436\u0435\u043b\u0435\u0437\u043d\u043e\u0434\u043e\u0440\u043e\u0436\u043d\u044b\u043c\u0438 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u0430\u043c\u0438 - 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