{"id":1013027,"date":"2026-03-12T09:07:49","date_gmt":"2026-03-12T09:07:49","guid":{"rendered":"https:\/\/beta-new.inhand.com\/?p=1013027"},"modified":"2026-06-12T07:54:11","modified_gmt":"2026-06-12T07:54:11","slug":"predictive-maintenance","status":"publish","type":"post","link":"https:\/\/www.inhand.com\/tr\/industry\/predictive-maintenance","title":{"rendered":"\u00d6nleyici Bak\u0131m"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"1013027\" class=\"elementor elementor-1013027\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72ed51a6 e-con-full ar_xinghan_1 e-flex e-con e-parent\" data-id=\"72ed51a6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-1cae035b e-con-full e-flex e-con e-child\" data-id=\"1cae035b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17ae288 elementor-widget__width-inherit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"17ae288\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00d6ng\u00f6r\u00fcc\u00fc Bak\u0131m<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fa01344 elementor-widget__width-inherit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"6fa01344\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tahminleyici bak\u0131m, veri analizi ve makine \u00f6\u011frenimini kullanarak sorunlar\u0131 erken a\u015famada tespit eder; bu da ar\u0131za s\u00fcrelerini ve onar\u0131m maliyetlerini azalt\u0131rken g\u00fcvenilirli\u011fi ve verimlili\u011fi art\u0131r\u0131r.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4eae5855 e-con-full e-flex e-con e-parent\" data-id=\"4eae5855\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-35c139bd e-con-full e-flex e-con e-child\" data-id=\"35c139bd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7928b054 elementor-widget elementor-widget-heading\" data-id=\"7928b054\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Arka Plan ve Zorluklar<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fb64802 elementor-widget__width-inherit elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4fb64802\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">End\u00fcstriyel ve elektrikli ekipmanlar genellikle m\u00fc\u015fteri lokasyonlar\u0131nda k\u00fcresel olarak konu\u015fland\u0131r\u0131l\u0131r ve \u00e7al\u0131\u015fma s\u00fcresi operasyonlar i\u00e7in kritik \u00f6neme sahiptir. Orijinal ekipman \u00fcreticileri (OEM&#039;ler) \u00f6ng\u00f6r\u00fcc\u00fc bak\u0131ma y\u00f6nelirken, genellikle d\u00f6rt engelle kar\u015f\u0131 kar\u015f\u0131ya kal\u0131rlar: par\u00e7al\u0131 veri toplama (kar\u0131\u015f\u0131k protokoller ve formatlar, s\u0131n\u0131rl\u0131 veri toplay\u0131c\u0131lar), d\u00fc\u015f\u00fck veri kalitesi (g\u00fcr\u00fclt\u00fc, ge\u00e7ersiz kay\u0131tlar, tutars\u0131z birimler), karma\u015f\u0131k ve maliyetli ba\u011flant\u0131 (\u00f6zellikle kablolu a\u011flar) ve veri g\u00fcvenli\u011fi ve gizlilik riskleri.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7311bfc8 e-con-full e-flex e-con e-child\" data-id=\"7311bfc8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7768dd3c elementor-widget elementor-widget-image\" data-id=\"7768dd3c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1602\" height=\"930\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse.jpg\" class=\"attachment-large size-large wp-image-1209140\" alt=\"Modern fabrika makineleri, k\u00fcresel operasyonlarda y\u00fcksek \u00e7al\u0131\u015fma s\u00fcreklili\u011fini sa\u011flamak amac\u0131yla \u00f6nleyici bak\u0131mdan ge\u00e7iriliyor.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse.jpg 1602w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-300x174.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-768x446.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-1536x892.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-18x10.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/factory-printing-production-manufacturing-packaging-industry-background-equipment-machine-distribution-plant-technology-offset-workshop-industrial-trade-warehouse-600x348.jpg 600w\" sizes=\"(max-width: 1602px) 100vw, 1602px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5bbd7a0c e-con-full e-flex e-con e-parent\" data-id=\"5bbd7a0c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23ba4439 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"23ba4439\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00c7\u00f6z\u00fcm<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b39725a e-con-full e-flex e-con e-parent\" data-id=\"7b39725a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48588a66 elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"48588a66\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"5760\" height=\"2200\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance.webp\" class=\"attachment-full size-full wp-image-1012942\" alt=\"IG u\u00e7 a\u011f ge\u00e7idi ve EC u\u00e7 bilgisayar, bulut tabanl\u0131 \u00f6ng\u00f6r\u00fcc\u00fc bak\u0131m i\u00e7in end\u00fcstriyel cihaz verilerini topluyor.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance.webp 5760w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-300x115.webp 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-2000x764.webp 2000w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-768x293.webp 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-1536x587.webp 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-2048x782.webp 2048w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-18x7.webp 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/Predictive-Maintenance-600x229.webp 600w\" sizes=\"(max-width: 5760px) 100vw, 5760px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aeaeb94 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"aeaeb94\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">InHand Networks, \u00f6nleyici bak\u0131m i\u00e7in \u201cbulut+u\u00e7\u201d \u00e7\u00f6z\u00fcm\u00fc sunmaktad\u0131r. \u00c7ok say\u0131da end\u00fcstriyel protokole ve g\u00fc\u00e7l\u00fc u\u00e7 bilgi i\u015flem yeteneklerine sahip olan IG u\u00e7 a\u011f ge\u00e7itleri ve EC u\u00e7 bilgisayarlar\u0131, \u00e7e\u015fitli saha cihazlar\u0131ndan kolayca veri al\u0131r, verileri do\u011frular ve ard\u0131ndan buluta y\u00fckler.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a80660b e-con-full e-flex e-con e-parent\" data-id=\"a80660b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46995c9b elementor-widget elementor-widget-heading\" data-id=\"46995c9b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yetenekler<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-74b0dd5b e-con-full e-flex e-con e-parent\" data-id=\"74b0dd5b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-332708fd e-con-full e-flex e-con e-child\" data-id=\"332708fd\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-70089b8 e-flex e-con-boxed e-con e-child\" data-id=\"70089b8\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5d07ed27 e-con-full e-flex e-con e-child\" data-id=\"5d07ed27\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e27d7c elementor-widget elementor-widget-image\" data-id=\"7e27d7c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/MonitorManagement.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-107bcc3d e-con-full e-flex e-con e-child\" data-id=\"107bcc3d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f17136e elementor-widget elementor-widget-text-editor\" data-id=\"f17136e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>S\u00fcrekli \u0130zleme<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b38564 e-con-full e-flex e-con e-child\" data-id=\"b38564\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d22c045 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"4d22c045\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Cihazlar\u0131n s\u00fcrekli \u00e7evrimi\u00e7i durum takibi ve veri toplama i\u015flemi.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-71ce650c e-flex e-con-boxed e-con e-child\" data-id=\"71ce650c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4bc59a07 e-con-full e-flex e-con e-child\" data-id=\"4bc59a07\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64fee253 elementor-widget elementor-widget-image\" data-id=\"64fee253\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/Protocol.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3e373bcd e-con-full e-flex e-con e-child\" data-id=\"3e373bcd\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5de3ca6a elementor-widget elementor-widget-text-editor\" data-id=\"5de3ca6a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Protokol D\u00f6n\u00fc\u015ft\u00fcrme<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d69e70d e-con-full e-flex e-con e-child\" data-id=\"2d69e70d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2fdf33f elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"2fdf33f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">\u00c7e\u015fitli end\u00fcstriyel cihazlara ba\u011flant\u0131, y\u00fczlerce end\u00fcstriyel protokol aras\u0131nda d\u00f6n\u00fc\u015ft\u00fcrme.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a2bdb0c e-flex e-con-boxed e-con e-child\" data-id=\"a2bdb0c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1656585b e-con-full e-flex e-con e-child\" data-id=\"1656585b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-187717e4 elementor-widget elementor-widget-image\" data-id=\"187717e4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/EdgeCompute.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-22f252ed e-con-full e-flex e-con e-child\" data-id=\"22f252ed\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b95df25 elementor-widget elementor-widget-text-editor\" data-id=\"3b95df25\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>U\u00e7 Noktada Yapay Zeka<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-591637eb e-con-full e-flex e-con e-child\" data-id=\"591637eb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b856bed elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"7b856bed\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Veri analizi verimlili\u011fini art\u0131rmak i\u00e7in cihaz ucunda yapay zeka yetenekleri kullan\u0131l\u0131yor.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fc0808c e-grid e-con-full e-con e-child\" data-id=\"fc0808c\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ee5f4ae e-con-full e-flex e-con e-child\" data-id=\"ee5f4ae\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-fbecc63 e-con-full e-flex e-con e-child\" data-id=\"fbecc63\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aff55ec elementor-widget elementor-widget-image\" data-id=\"aff55ec\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/Cloud.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-828993a e-con-full e-flex e-con e-child\" data-id=\"828993a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8317f40 elementor-widget elementor-widget-text-editor\" data-id=\"8317f40\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>Bulutlar Haz\u0131r<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-703f13c e-con-full e-flex e-con e-child\" data-id=\"703f13c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ab0a8a elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"9ab0a8a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>AWS, Microsoft Azure vb. birden fazla IoT bulut platformuna destek.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f68224 e-con-full e-flex e-con e-child\" data-id=\"9f68224\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-650a099 e-con-full e-flex e-con e-child\" data-id=\"650a099\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-244a16b elementor-widget elementor-widget-image\" data-id=\"244a16b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/Network.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-65bbb53 e-con-full e-flex e-con e-child\" data-id=\"65bbb53\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-82128e8 elementor-widget elementor-widget-text-editor\" data-id=\"82128e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>SaaS Entegrasyonu<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b7d7eeb e-con-full e-flex e-con e-child\" data-id=\"b7d7eeb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7b94ab elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"c7b94ab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>\u00dcreticilerin kendi SaaS platformlar\u0131n\u0131n esnek bir \u015fekilde kullan\u0131ma sunulmas\u0131, ar\u0131za te\u015fhisi ve trend tahmini yap\u0131lmas\u0131na olanak tan\u0131r.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-af29b66 e-con-full e-flex e-con e-child\" data-id=\"af29b66\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9b47908 e-con-full e-flex e-con e-child\" data-id=\"9b47908\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d1cf7cc elementor-widget elementor-widget-image\" data-id=\"d1cf7cc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.inhand.com\/\/wp-content\/uploads\/2026\/04\/Expansion.svg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f1763f8 e-con-full e-flex e-con e-child\" data-id=\"f1763f8\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e72afa3 elementor-widget elementor-widget-text-editor\" data-id=\"e72afa3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>Esnek \u00c7\u00f6z\u00fcmler<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-70b9e0e e-con-full e-flex e-con e-child\" data-id=\"70b9e0e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e92d7d elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"9e92d7d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><div class=\"lake-content\"><p>Birden fazla u\u00e7 bilgi i\u015flem a\u011f ge\u00e7idi, aray\u00fczleri, hesaplama yetenekleri ve geli\u015ftirme ortamlar\u0131yla de\u011fi\u015fen ihtiya\u00e7lara cevap verir.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d03ab0 e-con-full e-flex e-con e-parent\" data-id=\"7d03ab0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21839a2f elementor-widget elementor-widget-heading\" data-id=\"21839a2f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0130lgili \u00dcr\u00fcnler<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a2f87fe e-con-full e-flex e-con e-parent\" data-id=\"2a2f87fe\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37fa87f6 elementor-widget elementor-widget-shortcode\" data-id=\"37fa87f6\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <div class=\"product-cards-outer-container-top\">\n        <div class=\"product-cards-carousel-wrapper\" id=\"carousel-6a3514184f410\">\n            <div class=\"product-cards-carousel\">\n\n<div class=\"product-cards-track\">\n        <a href=\"\/tr\/products\/cloud-service\/inconnect\/\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/05\/ic.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">InConnect<\/h3>\n        <p class=\"product-card-desc\">Uzaktan Eri\u015fim Hizmeti<\/p>\n                    <p class=\"product-card-category\">Bulut Hizmeti<\/p>\n        \n                    <div class=\"product-card-button\">Daha fazla bilgi edin <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n        <a href=\"\/tr\/products\/cloud-service\/device-manager\/\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/05\/DM.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">Ayg\u0131t Y\u00f6neticisi<\/h3>\n        <p class=\"product-card-desc\">Cihaz Y\u00f6netimi Bulutu<\/p>\n                    <p class=\"product-card-category\">Bulut Hizmeti<\/p>\n        \n                    <div class=\"product-card-button\">Daha fazla bilgi edin <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n        <a href=\"\/tr\/all-products\/?target=ai-edge-computers\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/EC5350.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">Yapay Zeka U\u00e7 Bilgisayar\u0131<\/h3>\n        <p class=\"product-card-desc\">1-157 TOPS End\u00fcstriyel Yapay Zeka U\u00e7 Bilgisayar<\/p>\n        \n                    <div class=\"product-card-button\">Daha fazla bilgi edin <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n        <a href=\"\/tr\/all-products\/?target=edge-gateway-ti\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/02\/IG502.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">Kenar A\u011f Ge\u00e7idi<\/h3>\n        <p class=\"product-card-desc\">IoT Uygulamalar\u0131 i\u00e7in Tasarlanm\u0131\u015f \u00c7ok Protokoll\u00fc IoT A\u011f Ge\u00e7idi<\/p>\n        \n                    <div class=\"product-card-button\">Daha fazla bilgi edin <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n    <\/div>\n            <\/div>\n\n            <div class=\"carousel-footer-controls\">\n                <div class=\"carousel-progress-container\">\n                    <div class=\"carousel-progress-bar-thumb\"><\/div>\n                <\/div>\n                <div class=\"carousel-nav-buttons\">\n                    <button class=\"carousel-nav-btn prev\" aria-label=\"\u00d6ncesi\">\n                        <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"15 18 9 12 15 6\"><\/polyline><\/svg>\n                    <\/button>\n                    <button class=\"carousel-nav-btn next\" aria-label=\"Sonraki\">\n                        <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n                    <\/button>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n    <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-addad66 e-con-full e-flex e-con e-parent\" data-id=\"addad66\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b6ba7df elementor-widget elementor-widget-heading\" data-id=\"b6ba7df\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0130lgili Vakalar<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8172a51 e-con-full e-flex e-con e-parent\" data-id=\"8172a51\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f1a5609 elementor-widget elementor-widget-shortcode\" data-id=\"f1a5609\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <div class=\"article-hover-container\">\n        <div class=\"article-image-preview\">\n            <img decoding=\"async\" id=\"main-preview-img\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/remote-monitoring-of-air-compressors-m.png\" alt=\"\u00d6nizleme\">\n        <\/div>\n\n        <div class=\"article-content-list\">\n            <div class=\"article-list-scroll\">\n                                    <div class=\"article-item active\"\n                         data-image=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/remote-monitoring-of-air-compressors-m.png\">\n                        <h3 class=\"article-title\">\n                            <a href=\"https:\/\/www.inhand.com\/tr\/cases\/air-compressors-remote-monitoring\">Hava Kompres\u00f6rlerinin Uzaktan \u0130zlenmesi<\/a>\n                        <\/h3>\n                        <p class=\"article-excerpt\">Hava Kompres\u00f6rlerinin Uzaktan \u0130zlenmesi Uygulamalar\u0131 ve \u00d6rnekleri Temel \u00c7\u0131kar\u0131mlar Uzaktan \u0130zleme\u2026<\/p>\n                        <a href=\"https:\/\/www.inhand.com\/tr\/cases\/air-compressors-remote-monitoring\" class=\"mobile-read-more\">Daha Fazla Bilgi Edinin \u2192<\/a>\n                    <\/div>\n                                    <div class=\"article-item\"\n                         data-image=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/remote-monitoring-solution-for-injection-molding-machines.png\">\n                        <h3 class=\"article-title\">\n                            <a href=\"https:\/\/www.inhand.com\/tr\/cases\/injection-molding-machines-remote-monitoring\">Enjeksiyon Kal\u0131plama Makinelerinin Uzaktan \u0130zlenmesi<\/a>\n                        <\/h3>\n                        <p class=\"article-excerpt\">Enjeksiyon Kal\u0131plama Makinelerinin Uzaktan \u0130zlenmesi: Uygulamalar ve \u00d6rnekler \u00d6nemli Noktalar...<\/p>\n                        <a href=\"https:\/\/www.inhand.com\/tr\/cases\/injection-molding-machines-remote-monitoring\" class=\"mobile-read-more\">Daha Fazla Bilgi Edinin \u2192<\/a>\n                    <\/div>\n                                    <div class=\"article-item\"\n                         data-image=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/5g-remote-monitoring-solution-for-industrial-robots.png\">\n                        <h3 class=\"article-title\">\n                            <a href=\"https:\/\/www.inhand.com\/tr\/cases\/remote-monitoring-solution-for-industrial-robots\">End\u00fcstriyel Robotlar i\u00e7in 5G Uzaktan \u0130zleme \u00c7\u00f6z\u00fcm\u00fc<\/a>\n                        <\/h3>\n                        <p class=\"article-excerpt\">End\u00fcstriyel Robot Uygulamalar\u0131 ve \u00d6rnekleri i\u00e7in 5G Uzaktan \u0130zleme \u00c7\u00f6z\u00fcm\u00fc: \u00d6nemli Noktalar\u2026<\/p>\n                        <a href=\"https:\/\/www.inhand.com\/tr\/cases\/remote-monitoring-solution-for-industrial-robots\" class=\"mobile-read-more\">Daha Fazla Bilgi Edinin \u2192<\/a>\n                    <\/div>\n                            <\/div>\n            <a href=\"\/tr\/all-cases\/\" class=\"see-all-cases\">T\u00fcm Vakalar\u0131 G\u00f6r\u00fcnt\u00fcle \u2192<\/a>\n        <\/div>\n    <\/div>\n\n    <style>\n        :root {\n            --main-green: #3eb044;\n            --text-inactive: #777777; \/* \u9ed8\u8ba4\u7070\u8272 *\/\n            --text-active: #000000;   \/* \u9009\u4e2d\/\u60ac\u505c\u9ed1\u8272 *\/\n            --border-light: #777777;\n        }\n\n        .article-hover-container {\n            display: flex;\n            gap: 4rem;\n            align-items: flex-start;\n            width: 100%;\n\t\t\tmargin-bottom:20px\n        }\n\n        .article-image-preview img {\n            width: 52rem;\n            height: 28.75rem;\n            object-fit: cover;\n            transition: opacity 0.4s ease;\n            display: block;\n        }\n\n        .article-content-list {\n            display: flex;\n            flex-direction: column;\n            min-height: 28.75rem;\n            align-content: center;\n            position: relative;\n\t\t\tpadding-top:1rem;\n        }\n\n        .article-list-scroll {\n            flex: 1;\n            overflow-y: auto;\n            max-height: 23.5rem; \/* 3\u4e2a \u00d7 7.5rem = \u6b63\u597d3\u4e2a *\/\n            padding-right: 0.5rem;\n        }\n\n        \/* \u81ea\u5b9a\u4e49\u6eda\u52a8\u6761\u6837\u5f0f *\/\n        .article-list-scroll::-webkit-scrollbar {\n            width: 4px;\n        }\n\n        .article-list-scroll::-webkit-scrollbar-track {\n            background: #f1f1f1;\n            border-radius: 2px;\n        }\n\n        .article-list-scroll::-webkit-scrollbar-thumb {\n            background: #3eb044;\n            border-radius: 2px;\n        }\n\n        .article-list-scroll::-webkit-scrollbar-thumb:hover {\n            background: #2a8a30;\n        }\n\n        \/* See All Cases \u94fe\u63a5\u6837\u5f0f *\/\n        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15.376) rotate(-135)\" fill=\"none\" stroke=\"#fff\" stroke-linejoin=\"round\" stroke-width=\"1\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u00c7evrimi\u00e7i Ma\u011faza<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Predictive Maintenance Predictive maintenance uses data analytics and machine learning to detect issues early\u2014reducing downtime and repair costs while improving reliability and productivity. Background &amp; Challenges Industrial and electrical equipment is often deployed globally at customer sites, and uptime is critical to operations. While OEMs are turning to predictive maintenance, they commonly face four hurdles: [&hellip;]<\/p>","protected":false},"author":3,"featured_media":1209142,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[820],"tags":[],"case_tag":[],"class_list":["post-1013027","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.6 (Yoast SEO v26.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>InHand Edge Gateways for Predictive Maintenance<\/title>\n<meta name=\"description\" content=\"InHand IG and EC series edge gateways enable predictive maintenance with multi-protocol support and edge AI. 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