{"id":1339,"date":"2025-02-02T13:43:42","date_gmt":"2025-02-02T13:43:42","guid":{"rendered":"https:\/\/endustri40.bktechin.com\/2025\/02\/02\/endustri-4-0-ile-kestirimci-bakim\/"},"modified":"2025-02-02T13:43:42","modified_gmt":"2025-02-02T13:43:42","slug":"endustri-4-0-ile-kestirimci-bakim","status":"publish","type":"post","link":"https:\/\/endustri40.com\/en\/endustri-4-0-ile-kestirimci-bakim\/","title":{"rendered":"End\u00fcstri 4.0 ile Kestirimci Bak\u0131m"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">End&uuml;stride makinelerin bak\u0131m ve onar\u0131mlar\u0131 ile tesisin olas\u0131 duru\u015f maliyetleri olduk&ccedil;a maliyetlidir. Beklenmedik bir ar\u0131za sebebiyle makineler olduk&ccedil;a uzun s&uuml;re &ccedil;al\u0131\u015famaz halde olabilirler. Bu durumda ise seri <strong><a href=\"https:\/\/endustri40.com\/en\/akilli-fabrikalara-ilk-adim-smartfactorykl\/\" target=\"_blank\">&uuml;retim<\/a><\/strong>&nbsp;ger&ccedil;ekle\u015ftiren firmalarda &uuml;retim kay\u0131plar\u0131na ve maliyet olarak art\u0131\u015fa da sebep olmaktad\u0131r. &Uuml;retimi durdurmamak i&ccedil;in ar\u0131zalar\u0131n daha olu\u015fum esnas\u0131nda &ccedil;e\u015fitli test ve analiz y&ouml;ntemleri kullanarak tespitinin yap\u0131labildi\u011fi kestirimci bak\u0131m metotlar\u0131na y&ouml;nelmek maliyet hesaplamalar\u0131nda olduk&ccedil;a &ouml;nemli noktaya ula\u015fm\u0131\u015ft\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Yap\u0131lan anket &ccedil;al\u0131\u015fmalar\u0131na g&ouml;re Kestirimci Bak\u0131m uygulayan firmalar\u0131n i\u015fletmelerinde a\u015fa\u011f\u0131daki yararlar\u0131 g&ouml;rd&uuml;\u011f&uuml; belirlenmi\u015ftir;<\/span><\/span><\/p>\n<ul>\n<li style=\"text-align: justify;\"><font face=\"trebuchet ms, helvetica, sans-serif\"><span style=\"font-size: 16px;\">Bak\u0131m faaliyetlerinde azalma: % 25 -30<\/span><\/font><\/li>\n<li style=\"text-align: justify;\"><font face=\"trebuchet ms, helvetica, sans-serif\"><span style=\"font-size: 16px;\">Bozulmalarda azal\u0131\u015f % 35 &#8211; 45<\/span><\/font><\/li>\n<li style=\"text-align: justify;\"><font face=\"trebuchet ms, helvetica, sans-serif\"><span style=\"font-size: 16px;\">&Uuml;retimde art\u0131\u015f: %20-25<\/span><\/font><\/li>\n<li style=\"text-align: justify;\"><font face=\"trebuchet ms, helvetica, sans-serif\"><span style=\"font-size: 16px;\">Yat\u0131r\u0131m\u0131n geri d&ouml;n&uuml;\u015f miktar\u0131: 10 kat artm\u0131\u015ft\u0131r.<\/span><\/font><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">&Uuml;retilen her <strong><a href=\"https:\/\/endustri40.com\/en\/turkiyenin-ilk-bilgisayari-ibm-650\/\" target=\"_blank\">makine<\/a><\/strong>&nbsp;aksam\u0131ndan dolay\u0131 makineye kar\u015f\u0131 uygulanan kuvvete tepki olarak titre\u015fim &uuml;retir. Bu titre\u015fimler <strong>Fast Fourier Transform<\/strong> teknikleri kullan\u0131larak zaman ekseni dahilinde say\u0131sal verilere d&ouml;n&uuml;\u015ft&uuml;r&uuml;l&uuml;r. Herhangi bir ar\u0131za olu\u015furken titre\u015fim de\u011ferlerindeki farkl\u0131l\u0131klar ve belirli e\u015fik de\u011ferlerini a\u015fmas\u0131 gibi belirtilerle hata kendini belli etmektedir. <strong>Kestirimci bak\u0131m<\/strong> ile genellikle ya\u011f analizleri, k\u0131z\u0131l&ouml;tesi termografi &ouml;l&ccedil;&uuml;m&uuml;, ultrosonik test gibi hasars\u0131z muayeneler ve titre\u015fim &ouml;l&ccedil;&uuml;m&uuml; ve analizi yap\u0131lmaktad\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/2e9cec9493cb45d1868ea8fe9eecb320\/kestirimci bak\u0131m1.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<h1 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Makine_Verimliligi_icin_Akilli_Cozumler\"><\/span><span style=\"font-size:22px;\"><strong><span style=\"color:#B22222;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Makine Verimlili\u011fi i&ccedil;in Ak\u0131ll\u0131 &Ccedil;&ouml;z&uuml;mler<\/span><\/span><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Bak\u0131m planlamac\u0131lar\u0131 maksimum makine kullan\u0131labilirli\u011fi sa\u011flama sorunuyla her g&uuml;n kar\u015f\u0131 kar\u015f\u0131ya kalmaktad\u0131rlar. Ayn\u0131 zamanda bu sorunla u\u011fra\u015f\u0131rken bak\u0131m k\u0131sm\u0131nda t&uuml;ketilen malzeme miktarlar\u0131n\u0131 belirlemekle beraber minimum onar\u0131m yap\u0131lmas\u0131n\u0131 sa\u011flama y&uuml;k&uuml;ml&uuml;l&uuml;kleri vard\u0131r. Kestirimci bak\u0131m &ccedil;&ouml;z&uuml;mleri \u015firketler i&ccedil;in yeni olanaklar sunmaktad\u0131r: Datalar, sens&ouml;r izleme ve makine ko\u015fullar\u0131 dikkate al\u0131narak olas\u0131 bir ar\u0131za &ccedil;\u0131kabilme ihtimali hesaplan\u0131r. Bu izlemeler sayesinde d&uuml;zeltici &ouml;nlemler en etkili \u015fekilde planlama yap\u0131lmas\u0131n\u0131 sa\u011flar. Ayr\u0131ca plans\u0131z duru\u015f s&uuml;releri &ouml;nlenebilir ve personelle beraber kaynak kullan\u0131mlar\u0131 &ouml;nemli &ouml;l&ccedil;&uuml;de azalt\u0131labilir. Kestirimci bak\u0131mdaki hizmetlerde &ouml;nemli olan ge&ccedil;mi\u015f sorunlardaki bilgileri depolayarak gelecekteki olaylar\u0131 tahmin etmektir. Firmalar genellikle kestirimci bak\u0131m i&ccedil;in &ccedil;&ouml;z&uuml;mlemeleri kendi tabanlar\u0131nda bulunan <strong><a href=\"https:\/\/endustri40.com\/en\/endustri-4-0-yolunda-nesnelerinin-interneti\/\" target=\"_blank\">Iot Suite<\/a><\/strong>&#39;ler olu\u015fturarak sa\u011flamaktad\u0131r. Bu suite&#39;ler &uuml;retim alan\u0131nda etkin &ccedil;al\u0131\u015fmalar &ccedil;\u0131karmaya yard\u0131mc\u0131 olur. Di\u011fer yararlar\u0131 ise:<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><span style=\"color:#008080;\">\u25ba&nbsp;<\/span>Entegre edilmi\u015f IoT katmanlar\u0131 sayesinde h\u0131zl\u0131 uygulama geli\u015ftirme, kural ve s&uuml;re&ccedil;lerin belirlenmesi, cihaz y&ouml;netimi ve operasyon tamamlayan sistemler olu\u015fturulabilir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">G&uuml;venilir bir IoT<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Sistematik eri\u015fim ile cihazlar\u0131 di\u011fer part cihazlarla tutarl\u0131 eri\u015fim imkan\u0131 sa\u011flan\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Ayr\u0131ca temel &uuml;r&uuml;nleri i&ccedil;eren i\u015f s&uuml;re&ccedil;leri y&ouml;netimi, i\u015f kurallar\u0131 y&ouml;netimi ve cihaz y&ouml;netimi gibi y&ouml;ntemleri mevcut s&uuml;re&ccedil;leri ger&ccedil;ekle\u015ftirmek i&ccedil;in optimizasyon g&ouml;revini yerine getirir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/d4bc94abefaf4f8c8cd23906c8855ecc\/kestirimci bak\u0131m6.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Kestirimci bak\u0131mda genellikle ya\u011f analizleri, k\u0131z\u0131l&ouml;tesi termografi &ouml;l&ccedil;&uuml;m&uuml;, ultrosonik test gibi hasars\u0131z muayeneler ve titre\u015fim &ouml;l&ccedil;&uuml;m&uuml; ve analizi yap\u0131lmaktad\u0131r.<\/span><\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"1_Yag_Analizi\"><\/span><span style=\"font-size:18px;\"><span style=\"color:#008080;\"><strong><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">1) Ya\u011f Analizi<\/span><\/strong><\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Makinelerin verimli &ccedil;al\u0131\u015fabilmesi i&ccedil;in ya\u011f bulunmaktad\u0131r. Bu ya\u011f ile mekanik par&ccedil;alarda s&uuml;rt&uuml;nme minumum seviyelere inmektedir. E\u011fer bu ya\u011f\u0131n kalitesi d&uuml;\u015f&uuml;\u015f g&ouml;sterirse makine par&ccedil;alar\u0131n\u0131n &uuml;zerinde &ccedil;al\u0131\u015ft\u0131\u011f\u0131 kal\u0131nl\u0131\u011f\u0131 10 mikron olan ya\u011f tabakas\u0131nda azalma g&ouml;z&uuml;kmektedir. Bu noktadan sonra s&uuml;rt&uuml;nmeden dolay\u0131 a\u015f\u0131nma ve \u0131s\u0131nmalar ortaya &ccedil;\u0131kabilmektedir. Ya\u011f analizi y&ouml;ntemiyle hangi par&ccedil;ada ne kadar a\u015f\u0131nma veya sorun oldu\u011fu tespit edilebilmektedir. Metallerin s&uuml;rt&uuml;nmesinin alt\u0131nda ana sebep olarak d&uuml;\u015f&uuml;k viskozite g&ouml;sterilir. Viskozite periyodik olarak takip edilip, ya\u011f\u0131n &ouml;zelliklerine bak\u0131larak ya\u011f\u0131n kimyasal de\u011ferleri takip edilir ve &ouml;zelliklerini kaybetmeye ba\u015flad\u0131\u011f\u0131 noktada, ya\u011f de\u011fi\u015fimi ve ar\u0131zan\u0131n giderilmesi i&ccedil;in makine bak\u0131ma al\u0131n\u0131r.<\/span><\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"2_Kizilotesi_Termografi\"><\/span><strong><span style=\"color:#008080;\"><span style=\"font-size:18px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">2) K\u0131z\u0131l&ouml;tesi Termografi<\/span><\/span><\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Sistemin s\u0131cak b&ouml;lgelerinin takibi i&ccedil;in kullan\u0131l\u0131r. S\u0131cakl\u0131\u011f\u0131n olduk&ccedil;a y&uuml;ksek oldu\u011fu <strong><a href=\"https:\/\/endustri40.com\/en\/hamitabat-dogalgaz-kombine-cevrim-santrali\/\" target=\"_blank\">enerji santralleri<\/a><\/strong>, f\u0131r\u0131nlar, \u0131s\u0131tma sistemleri gibi yerlerde <strong>K\u0131z\u0131l&ouml;tesi Termografi<\/strong> kullan\u0131lmaktad\u0131r. S\u0131cakl\u0131k ortalamalar\u0131 ve de\u011fi\u015fimleri sistemli olarak takip edilir ve sistemin herhangi bir yava\u015flamas\u0131 veya &ccedil;al\u0131\u015fmas\u0131n\u0131 durduracak bir s\u0131cakl\u0131k seviyesi &ouml;nceden tespit edilmektedir. E\u011fer s\u0131cakl\u0131k belirlenen e\u015fik seviyesine yakla\u015ft\u0131\u011f\u0131 anla\u015f\u0131l\u0131rsa bak\u0131m program\u0131 yap\u0131larak sisteme m&uuml;dahale edilir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color:#008080;\"><span style=\"font-size:18px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong>3) Ultrasonik Test<\/strong><\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">\u0130\u015fletmelerde &ccedil;ok&ccedil;a kullan\u0131lan ve en yararl\u0131 y&ouml;ntemlerden biridir. Duyma e\u015fi\u011fimizin 20 Hz oldu\u011fu varsayarsak bizlerin duyamayaca\u011f\u0131 sesleri Ultrasonik cihazlar yakalay\u0131p ay\u0131rarak insanlar\u0131n duymas\u0131n\u0131 sa\u011flamaktad\u0131r. Bu sesler takip edilerek d&uuml;zenli raporlar ile verimlilik i&ccedil;in &ccedil;&ouml;z&uuml;mler &uuml;retilebilir. Bu y&ouml;ntem sayesinde bas\u0131n&ccedil;l\u0131 hava ka&ccedil;aklar\u0131 tespit edilebilir buhar kapan\u0131 &ccedil;al\u0131\u015fma testleri, rulmanlar\u0131n ya\u011flama ve hasar durumlar\u0131n\u0131n tespitleri i&ccedil;in kullan\u0131labilir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color:#008080;\"><span style=\"font-size:18px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong>4) Titre\u015fim &Ouml;l&ccedil;&uuml;m ve Analizi<\/strong><\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">En yayg\u0131n kestirimci bak\u0131m metodu olan titre\u015fim &ouml;l&ccedil;&uuml;m ve analizi d&ouml;nel par&ccedil;alar\u0131 bulunan her makine i&ccedil;in kullan\u0131labilir.&nbsp; Makine dizayn\u0131ndan veya montajdan kaynakl\u0131 sorunlar ar\u0131zay\u0131 bulmak i&ccedil;in b&uuml;y&uuml;k bir handikapt\u0131r. Bundan dolay\u0131 periyodik olarak &ouml;l&ccedil;&uuml;mlerin yap\u0131lmas\u0131 ve elde edilen <strong><a href=\"https:\/\/endustri40.com\/en\/mes-simatic-it-ile-akilli-takim\/\" target=\"_blank\">datalar\u0131n<\/a><\/strong>&nbsp;korelasyonu yap\u0131lmas\u0131 gerekmektedir. Bu analizin yap\u0131lmas\u0131 i&ccedil;in frekans ve faz &ouml;l&ccedil;&uuml;lmelidir. Makine par&ccedil;alar\u0131n\u0131n her biri farkl\u0131 titre\u015fimler &uuml;retmektedir. Ar\u0131za durumunda al\u0131\u015fagelmi\u015f frekans bilgisi d\u0131\u015f\u0131na &ccedil;\u0131k\u0131ld\u0131\u011f\u0131ndan ar\u0131zan\u0131n ne oldu\u011funu ve hangi par&ccedil;adan kaynakl\u0131 oldu\u011fu bilgisine ula\u015f\u0131labilir. Bunlar yap\u0131l\u0131rken &ccedil;e\u015fitli yaz\u0131l\u0131m ve cihazlar kullan\u0131lmaktad\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/9201ba02aac34f56a0cbdf6d1a953f47\/End\u00fcstri 4.0 i\u00e7in Gereken ve Beklenen Yenilikler.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Elektrik motorlar\u0131 g&uuml;venilirli\u011fi ve &uuml;retimdeki kolayl\u0131klar\u0131ndan dolay\u0131 end&uuml;stride &ccedil;ok tercih edilen elemanlar haline gelmi\u015flerdir. Asenkron motorlar; basit ve dayan\u0131kl\u0131 yap\u0131lar\u0131, son derece ucuz maliyetleri ve &ccedil;e\u015fitli g&uuml;&ccedil;lerde kolayl\u0131kla &uuml;retilebilmeleri gibi nedenlerden dolay\u0131 end&uuml;stride kullan\u0131lan motorlar\u0131n %90&#39;\u0131n\u0131 olu\u015fturmaktad\u0131r. Bundan dolay\u0131, asenkron motorlar; bir&ccedil;ok end&uuml;striyel proseste kritik &ouml;neme sahip bile\u015fenlerin en &ouml;nemlilerinden biridir. Bu nedenle, asenkron motorlar\u0131n ar\u0131zalanmadan uzun s&uuml;re &ccedil;al\u0131\u015fmas\u0131 veya meydana gelebilecek ar\u0131zalar\u0131n &ouml;nceden tespiti &ouml;nem kazanmaktad\u0131r. Belli ba\u015fl\u0131 ar\u0131za tipleri vard\u0131r. Kar\u015f\u0131la\u015f\u0131lan ar\u0131zalar kendine has nedenlerden veya &ccedil;al\u0131\u015fma \u015fartlar\u0131na ba\u011fl\u0131 olu\u015fan ar\u0131zalard\u0131r. Motorun kendine has ar\u0131zalar\u0131 olarak nitelendirdi\u011fimiz ar\u0131zalar\u0131n nedenleri mekanik ve elektriksel kuvvetlerin motor i&ccedil;indeki davran\u0131\u015flar\u0131na ba\u011fl\u0131d\u0131r. Ara\u015ft\u0131rmac\u0131lar;<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><span style=\"color:#008080;\">\u25ba <\/span>Bobin ar\u0131zalar\u0131<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Dengesiz rotor ve stator parametreleri<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">K\u0131r\u0131k rotor barlar\u0131<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Eksen ka&ccedil;\u0131kl\u0131\u011f\u0131<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Rulman ar\u0131zalar\u0131&nbsp;<\/span><\/span><span style=\"font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 1.6em;\">gibi &ccedil;e\u015fitli motor ar\u0131zalar\u0131 &uuml;st&uuml;nde &ccedil;al\u0131\u015fm\u0131\u015flard\u0131r.<\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/074701321b8e4f67a935e29e52b38031\/\u0130nsan Makine Etkile\u015fimi.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">&Ccedil;al\u0131\u015fmalar g&ouml;stermi\u015ftir ki; asenkron motorlardaki hatalar ve bunlar\u0131n olu\u015fum s\u0131kl\u0131klar\u0131 \u015f&ouml;yledir:<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Stator Sarg\u0131lar\u0131ndan Kaynaklanan Hatalar (%16)<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Rotor Kaynakl\u0131 Hatalar (%5)<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Rulman Hatalar\u0131 (%51)<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Mil Kaynakl\u0131 hatalar (%2)<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Harici Hatalar (&Ccedil;evresel, gerilim beslemesi, y&uuml;k) (%16)<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Di\u011fer hatalar (%10)<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Geli\u015fmekte olan bir ar\u0131za, yap\u0131lacak durum izleme ile elemanlar\u0131n ar\u0131za ba\u015flamadan &ouml;nce hangi karakteristik &ouml;zellikleri g&ouml;sterdi\u011fine bak\u0131larak te\u015fhis edilebilir. Ara\u015ft\u0131rmalar g&ouml;stermi\u015ftir ki; ar\u0131zaya neden olan hata mekanizmalar\u0131 a\u015f\u0131r\u0131 \u0131s\u0131nma, yal\u0131t\u0131mda bozulmalar, mekanik ar\u0131zalar ve motor devresi hatalar\u0131d\u0131r. Baz\u0131 durumlarda motordaki normal d\u0131\u015f\u0131 durumlar\u0131n nedeni g&uuml;&ccedil; kayna\u011f\u0131ndaki <strong><a href=\"https:\/\/endustri40.com\/en\/hamitabat-dogalgaz-kombine-cevrim-santrali\/\" target=\"_blank\">harmonikler<\/a><\/strong>&nbsp;de olabilir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong><span style=\"color:#008080;\">Rulman ar\u0131zalar\u0131:<\/span><\/strong> D&ouml;nme elemanlar\u0131, i&ccedil; ve d\u0131\u015f bilezik ve d&ouml;nme elemanlar\u0131n\u0131 tutan kafeste olabilecek ar\u0131zalard\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong><span style=\"color:#008080;\">Stator ar\u0131zalar\u0131:<\/span><\/strong> Stator g&ouml;vdesi, stator &ccedil;ekirde\u011fi ve stator sarg\u0131lar\u0131nda meydana gelebilecek ar\u0131zalard\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong><span style=\"color:#008080;\">Rotor ar\u0131zalar\u0131: <\/span><\/strong>Rotor &ccedil;ubuklar\u0131, mil ve rotor g&ouml;vdesinde olabilecek ar\u0131zalard\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong><span style=\"color:#008080;\">Di\u011fer ar\u0131zalar:<\/span><\/strong> Faz empedanslar\u0131ndaki dengesizlikler nedeniyle gerilim dengesizli\u011finin olu\u015fmas\u0131 gibi elektriksel hatalar, a\u015f\u0131r\u0131 y&uuml;kleme, k&ouml;t&uuml; kavramalar ve motorun iyi yataklanmamas\u0131 gibi hatalard\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<h1 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Asenkron_Motorda_Meydana_Gelen_Arizalarin_Belirtileri\"><\/span><span style=\"font-size:22px;\"><strong><span style=\"color:#B22222;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Asenkron Motorda Meydana Gelen Ar\u0131zalar\u0131n Belirtileri<\/span><\/span><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Asenkron motorda bir ar\u0131za meydana geldi\u011finde, stator sarg\u0131lar\u0131nda dengesizlik ve\/veya stator hava aral\u0131\u011f\u0131nda de\u011fi\u015fimler olu\u015fur. Bunun neticesinde motorun uzay harmonik da\u011f\u0131l\u0131m\u0131nda de\u011fi\u015fimler olu\u015facakt\u0131r. Ara\u015ft\u0131rmalara g&ouml;re asenkron motorlarda meydana gelen mekanik ar\u0131zalar, a\u015fa\u011f\u0131daki belirtilerden te\u015fhis edilebilir ki bunlar:<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Dengesiz hava aral\u0131\u011f\u0131 gerilimi ve hat ak\u0131m\u0131<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Ortalama momentte azalma ve moment dalgal\u0131l\u0131\u011f\u0131nda art\u0131\u015f<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Motor kay\u0131plar\u0131nda art\u0131\u015f ve a\u015f\u0131r\u0131 \u0131s\u0131nma, verimde azalma<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Hat ak\u0131m\u0131nda belirli harmoniklerin art\u0131\u015f\u0131<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Eksenel y&ouml;nde ka&ccedil;ak end&uuml;ktans art\u0131\u015f\u0131d\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">&nbsp;Asenkron motorda meydana gelen ar\u0131zalar ile stator ak\u0131m\u0131 harmonik spektrumu aras\u0131nda bir ili\u015fki vard\u0131r. Ara\u015ft\u0131rmalar g&ouml;stermi\u015ftir ki, belirli ar\u0131za durumlar\u0131nda motorun \u015febekeden &ccedil;ekti\u011fi faz ak\u0131m\u0131n\u0131n belirli harmonikleri de\u011fi\u015fim g&ouml;stermektedir. Rotorda meydana gelen <strong><a href=\"https:\/\/endustri40.com\/en\/dijital-fabrikalarda-yeni-ag-yonetim-yazilimi-sinema-server-v13\/\" target=\"_blank\">ar\u0131zalar<\/a><\/strong>, asenkron motorlarda meydana gelen ar\u0131zalar\u0131n b&uuml;y&uuml;k bir &ccedil;o\u011funlu\u011funu olu\u015fturur. Rotor &ccedil;ubuklar\u0131ndaki ya da k\u0131sa devre halkalar\u0131ndaki k\u0131r\u0131klar ise, a\u015fa\u011f\u0131da belirtilen streslerin neticesinde meydana gelmektedir ki bunlar;<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Motordaki a\u015f\u0131r\u0131 kay\u0131plar ya da motorun nominal y&uuml;k&uuml;n&uuml;n &uuml;zerindeki bir y&uuml;kle y&uuml;klenmesi neticesinde meydana gelen termal stresler,<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Elektromanyetik g&uuml;r&uuml;lt&uuml;ler, elektromanyetik kuvvetler, dengesiz elektromanyetik &ccedil;ekim kuvveti (UMP) ve titre\u015fim nedeniyle meydana gelen manyetik stresler<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">&Uuml;retim hatalar\u0131 nedeniyle meydana gelen yerle\u015fik stresler<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Mildeki ani moment de\u011fi\u015fimleri ve merkezka&ccedil; kuvveti nedeniyle meydana gelen stresler<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Kimyasal ya da fiziksel kirlenme veya a\u015f\u0131nma gibi &ccedil;evresel stresler<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Yataklama problemleri nedeniyle meydana gelen streslerdir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/c18cc25b76dc40b48341c2127adbc256\/kestirimci bak\u0131m3.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Sonu&ccedil; olarak, T&uuml;rkiye&#39;de toplam net elektrik t&uuml;ketiminin yakla\u015f\u0131k %36&#39;s\u0131, sanayi elektrik t&uuml;ketiminin ise yakla\u015f\u0131k %70&#39;i &uuml;&ccedil; fazl\u0131 AC ind&uuml;ksiyon <strong><a href=\"https:\/\/endustri40.com\/en\/hamitabat-dogalgaz-kombine-cevrim-santrali\/\" target=\"_blank\">elektrik<\/a><\/strong>&nbsp;motor sistemlerinde kullan\u0131ld\u0131\u011f\u0131n\u0131 d&uuml;\u015f&uuml;n&uuml;rsek, bu durum mutlak suretle bizi bu motorlar &uuml;zerinde &ccedil;al\u0131\u015fmaya zorlamaktad\u0131r. Yanan motorlar\u0131n tekrar sard\u0131r\u0131lmas\u0131 ile veriminin %1-4 aras\u0131nda d&uuml;\u015fece\u011fi, yanl\u0131\u015f motor-y&uuml;k se&ccedil;iminden dolay\u0131 verimin %18&#39;lere varan oranlarda azalabilece\u011fi, y&uuml;ksek verimli kay\u0131\u015f se&ccedil;imi ile kay\u0131plar\u0131n azalt\u0131labilece\u011fi vb. bir&ccedil;ok &ouml;nemli kriter asla g&ouml;z ard\u0131 edilmemelidir ve yukar\u0131da &ouml;nemli &ouml;zelliklerinden sadece birka&ccedil;\u0131n\u0131 verdi\u011fim kestirimci bak\u0131m sistemlerinin yayg\u0131nla\u015fmas\u0131 olduk&ccedil;a &ouml;nemlidir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<h1 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Kestirimci_Bakim_ile_Hangi_Degisiklikler_Gerceklesir\"><\/span><span style=\"font-size:22px;\"><strong><span style=\"color:#B22222;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Kestirimci Bak\u0131m ile Hangi De\u011fi\u015fiklikler Ger&ccedil;ekle\u015fir?<\/span><\/span><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Kestirimci Bak\u0131m, getirdi\u011fi f\u0131rsatlarla i\u015fletmeler i&ccedil;in bir&ccedil;ok olanak sa\u011flar.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Ekipmanlar\u0131n &ouml;m&uuml;rlerinde ve verimlili\u011finde art\u0131\u015f<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Kritik elemanlar i&ccedil;in d&uuml;zeltici bak\u0131ma olanak sa\u011flar<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Proseslerde ve cihazlarda ar\u0131zal\u0131 kalma s&uuml;resini azalt\u0131r<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">\u0130\u015f&ccedil;i maliyetini azalt\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Koruyucu bak\u0131ma g&ouml;re %8-%12 karl\u0131l\u0131k sa\u011flar.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Enerji tasarrufunda art\u0131\u015f<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">&Ccedil;al\u0131\u015fanlar\u0131n i\u015f y&uuml;k&uuml;n&uuml;n azalmas\u0131<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Yat\u0131r\u0131m Geri D&ouml;n&uuml;\u015f Miktar\u0131: 10 kat<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Bak\u0131m Faaliyetlerinde Azalma: %25-%30<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Bozulmalarda Azal\u0131\u015f: %35-%45<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/span><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">&Uuml;retimde Art\u0131\u015f: %20-%25<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Bak\u0131m s&uuml;recinde makine ar\u0131zalar\u0131 erken te\u015fhis edilebilirse ileride &ccedil;\u0131kabilecek daha b&uuml;y&uuml;k sorundan kurtulmakla beraber daha ucuza bak\u0131m ve tedavi uygulanm\u0131\u015f olur. \u015eirketler bu sayede &ouml;nlemlerini &ccedil;ok &ouml;nceden alabilir. Bu sistemle birlikte \u015firketler i&ccedil;in yenilik&ccedil;i olanaklar ortaya &ccedil;\u0131kar.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/f7a8087aaa64410c80c53982ceccbae6\/Kendinden Organize Dijital Fabrikalar.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"1_Yeni_Is_Modellemesi\"><\/span><span style=\"font-size:18px;\"><strong><span style=\"color:#008080;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">1) Yeni \u0130\u015f Modellemesi<\/span><\/span><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Yeni pazar f\u0131rsatlar\u0131nda yard\u0131mc\u0131 olur: bak\u0131m ve kaynak optimizasyonu alan\u0131nda m&uuml;\u015fterilere ek hizmetler sunulur.<\/span><\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"2_Bakim_Hizmetlerinin_Optimizasyonu\"><\/span><span style=\"font-size:18px;\"><strong><span style=\"color:#008080;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">2) Bak\u0131m Hizmetlerinin Optimizasyonu<\/span><\/span><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Etkili planl\u0131 bak\u0131m tedbirleri m&uuml;\u015fteri memnuniyetinin artmas\u0131 ve maliyetlerin azalt\u0131lmas\u0131 i&ccedil;in &ouml;nemli bir kurald\u0131r. Ayr\u0131ca bu bak\u0131mlar sayesinde rakipleriniz aras\u0131ndan s\u0131yr\u0131larak maliyet olarak daha iyi seviyelere gelmenizi sa\u011flar.<\/span><\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"3_Bakim_Sureciyle_Beraber_Artan_Verimlilik\"><\/span><span style=\"font-size:18px;\"><strong><span style=\"color:#008080;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">3) Bak\u0131m S&uuml;reciyle Beraber Artan Verimlilik<\/span><\/span><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Sunulan &ccedil;&ouml;z&uuml;mler entegre edilmi\u015f proses ad\u0131mlar\u0131 i&ccedil;in olmal\u0131d\u0131r. Ayr\u0131ca kestirimci prosesleri ve t&uuml;m departmanlar aras\u0131nda entegreyi sa\u011flayacak sistemler geli\u015ftirilip tek bir yerden bak\u0131m hizmeti verebilme imkan\u0131na sahip olunmal\u0131d\u0131r.<\/span><\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"4_Operasyon_Verimliliginin_Arttirilmasi\"><\/span><strong><span style=\"color:#008080;\"><span style=\"font-size:20px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><span style=\"font-size:18px;\">4) Operasyon Verimlili\u011finin Artt\u0131r\u0131lmas\u0131<\/span><\/span><\/span><\/span><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Bak\u0131m tedbirleri planlar\u0131n\u0131n olu\u015fturulmas\u0131 makinenin ar\u0131zal\u0131 halindeyken durma zorunlulu\u011fundan &ouml;t&uuml;r&uuml; kaynaklanabilecek maliyet zarar\u0131n\u0131n minimize eder. Kaynaklar ve tedbirler zaman\u0131nda uygulan\u0131rsa daha kolay ve h\u0131zl\u0131 &uuml;retim sa\u011flanabilmektedir.Kestirimci bak\u0131m i&ccedil;in olu\u015fturulan <strong><a href=\"https:\/\/endustri40.com\/en\/dijital-donusum-neden-bircok-firsat-yaratir\/\" target=\"_blank\">servis portal\u0131<\/a><\/strong>&nbsp;kapsaml\u0131 bir yakla\u015f\u0131m, planlama ve \u015feffaf belgeler arac\u0131l\u0131\u011f\u0131yla makine ar\u0131zalar\u0131 otomatik olarak te\u015fhis eder ve t&uuml;m s&uuml;re&ccedil;ler ad\u0131m ad\u0131m tek panel &uuml;zerinden g&ouml;sterilir. Makine durum verileri ak\u0131ll\u0131 kural teknolojisi sayesinde al\u0131narak, analiz yaz\u0131l\u0131m\u0131 ile uygun olmayan veriler toplan\u0131r ve ay\u0131klan\u0131r. Bu analizlerin sonucunda d&uuml;zeltici &ouml;nlemler ba\u015flat\u0131l\u0131r ve otomatik bir s&uuml;re&ccedil; i&ccedil;erisine sokularak do\u011fru &ouml;l&ccedil;&uuml;m ve datalara ula\u015f\u0131lmas\u0131 sa\u011flan\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/6c18cb0c8bbb454881388a49cda83466\/kestirimci bak\u0131m4.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><strong><span style=\"color:#008080;\"><span style=\"font-size:20px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">5) T&uuml;m Uygulamalar i&ccedil;in Merkezi Eri\u015fim<\/span><\/span><\/span><\/strong><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">T&uuml;m makinelerde g&uuml;ncellemelerin tek bir merkezi noktada yap\u0131lmas\u0131 ve bu tek noktada bak\u0131m tedbirlerinin \u015feffaf belgelerle eri\u015fimi m&uuml;mk&uuml;n olmas\u0131 end&uuml;stri 4.0 ile ortaya &ccedil;\u0131km\u0131\u015ft\u0131r. Firmalar\u0131n hizmet portal\u0131 bilgilerini ayr\u0131ca m&uuml;\u015fterilerinin ve &ccedil;al\u0131\u015fanlar\u0131n\u0131n kendileriyle ilgili &ouml;zel bilgileri g&ouml;sterme hizmeti verilmektedir. B&uuml;t&uuml;n bak\u0131m tedbirleri uzaktan konsol ya da merkezi herhangi bir yerden y&ouml;netilme anlam\u0131na gelmektedir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><strong><span style=\"color:#008080;\"><span style=\"font-size:20px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">6) Uyumluluk ve A&ccedil;\u0131k Mimari<\/span><\/span><\/span><\/strong><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">End&uuml;stri 4.0 ile firmalar\u0131n servis portallar\u0131n\u0131 m&uuml;\u015fterinin Bilgi Teknolojileri sistemlerine entegre edip bak\u0131m i&ccedil;in gereken b&uuml;t&uuml;n bilgileri tek bir noktada toplanmas\u0131 sa\u011flanmaktad\u0131r. Bu teknoloji sayesinde g&uuml;nl&uuml;k proje &ccedil;al\u0131\u015fmalar\u0131nda, &ccedil;oklu data giri\u015flerini minimize ederek y&uuml;ksek performansta sistemin &ccedil;al\u0131\u015fmas\u0131n\u0131 sa\u011flar. Suitler ve portallar sayesinde proje &ccedil;al\u0131\u015fmalar\u0131 tek bir noktan\u0131n yan\u0131 s\u0131ra bir &ccedil;ok <strong><a href=\"https:\/\/endustri40.com\/en\/big-datanin-buyuk-veri-endustriyel-kullanimi\/\" target=\"_blank\">bigdata<\/a><\/strong>&nbsp;giri\u015fi olsa bile kolay y&ouml;netilebilir olmas\u0131 hem bak\u0131m hem de verimlilik i&ccedil;in olduk&ccedil;a &ouml;nemlidir. Bu servis portallar\u0131 uzaktan bak\u0131m veya durum izleme sistemlerini &ccedil;al\u0131\u015ft\u0131rmak i&ccedil;in en ideal sistemdir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><strong><span style=\"color:#008080;\"><span style=\"font-size:20px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">7) &Ouml;l&ccedil;eklenebilirlik ve Kullan\u0131c\u0131 Aray&uuml;z&uuml;<\/span><\/span><\/span><\/strong><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Herhangi bir bak\u0131m pros&uuml;d&uuml;r&uuml; de\u011fi\u015fikli\u011fi veya yeni makinelerin eklenmesinden dolay\u0131 data de\u011fi\u015fiklikleri h\u0131zl\u0131 \u015fekilde tan\u0131t\u0131lmal\u0131d\u0131r. Bunun i&ccedil;in gereken yaz\u0131l\u0131m kapsaml\u0131, sezgisel ve model tabanl\u0131 olarak tan\u0131mlanmaktad\u0131r. Bu sezgisel ve model tabanl\u0131 yaz\u0131l\u0131m sayesinde herhangi bir de\u011fi\u015fiklikte ekstra programlama gerekmeden do\u011frudan portal uzmanlar\u0131n\u0131n panellerinden de\u011fi\u015fiklik yap\u0131lmaktad\u0131r. Bu hassas bilgileri ise kapsaml\u0131 bir yetki modeli olarak tan\u0131mlanan bir g&uuml;venlik mimarisiyle korunmaktad\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/a51b1c45c40944c1a410454f8a81847d\/kestirimci bak\u0131m5.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong>Kaynak: Bosch, ShuntTech, ElektrikPort, Nexcom, Makinetek<\/strong><\/span><\/span><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Belirli zaman aral\u0131klar\u0131nda al\u0131nan fiziksel parametre \u00f6l\u00e7\u00fcmleri ile datalar\u0131n belirli s\u00fcre zarf\u0131nda ki de\u011fi\u015fimleri tespit edilerek makine verimlili\u011fi ve makine ar\u0131zalar\u0131 hakk\u0131nda kestirimde bulunma y\u00f6ntemine kestirimci bak\u0131m denir. Kestirimci bak\u0131m ilk olarak ODT\u00dc\u2019de 3. Ulusal Makine Tasar\u0131m ve \u0130malat kongresinde ortaya \u00e7\u0131km\u0131\u015ft\u0131r.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pmpro_default_level":"","footnotes":""},"categories":[1],"tags":[],"coauthors":[],"class_list":["post-1339","post","type-post","status-publish","format-standard","hentry","category-uncategorized","pmpro-has-access"],"acf":[],"_links":{"self":[{"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/posts\/1339","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/comments?post=1339"}],"version-history":[{"count":0,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/posts\/1339\/revisions"}],"wp:attachment":[{"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/media?parent=1339"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/categories?post=1339"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/tags?post=1339"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/coauthors?post=1339"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}