{"id":117,"date":"2025-10-31T00:25:51","date_gmt":"2025-10-31T00:25:51","guid":{"rendered":"https:\/\/vibromera.eu\/glossary\/fault-detection\/"},"modified":"2026-07-03T10:04:59","modified_gmt":"2026-07-03T10:04:59","slug":"fault-detection","status":"publish","type":"glossary","link":"https:\/\/vibromera.eu\/az\/glossary\/fault-detection\/","title":{"rendered":"Ar\u0131zan\u0131n a\u015fkarlanmas\u0131 n\u0259dir? Problemin \u0130dentifikasiyas\u0131"},"content":{"rendered":"<h1>Nasazl\u0131\u011f\u0131n a\u015fkarlanmas\u0131n\u0131 ba\u015fa d\u00fc\u015fm\u0259k<\/h1>\n\t\t<section class=\"woocommerce hestia-shop products is-shortcode\" id=\"products\" data-sorder=\"hestia_shop\" >\n\t\t\t\t\t\t<div class=\"\">\n\t\t\t\t\t\t<div class=\"hestia-shop-content\">\n\t\t\t<div class=\"row\" data-aos=\"fade-up\" >\t\t\t\t\t<div class=\"col-ms-6 col-sm-6 col-md-3 shop-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/balanset-1\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/balanset-1\/\" title=\"Portativ balansla\u015fd\u0131r\u0131c\u0131 v\u0259 vibrasiya analizatoru Balanset-1A\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/09\/77-e1693745667801-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Balanset-1A tam d\u0259st portativ balansla\u015fd\u0131r\u0131c\u0131 v\u0259 vibrasiya analizatoru\" srcset=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/09\/77-e1693745667801-230x153.webp 230w, https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/09\/77-e1693745667801-18x12.webp 18w, https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/09\/77-e1693745667801-360x240.webp 360w, https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/09\/77-e1693745667801-272x182.webp 272w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<div class=\"ripple-container\"><\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<span class=\"category\"><a href=\"https:\/\/vibromera.eu\/az\/product-category\/devices\/\" rel=\"tag\">Cihazlar<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/az\/product\/balanset-1\/\" title=\"Portativ balansla\u015fd\u0131r\u0131c\u0131 v\u0259 vibrasiya analizatoru Balanset-1A\">Portativ balansla\u015fd\u0131r\u0131c\u0131 v\u0259 vibrasiya analizatoru Balanset-1A<\/a>\n\n\t\t\t\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"footer\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"price\"><h4><span class=\"woocommerce-Price-amount amount\"><span class=\"woocommerce-Price-currencySymbol\">\u20ac<\/span>1,975.00<\/span> + \u018fDV (t\u0259tbiq olunarsa)<\/h4><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"stats\">\n\t\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=986\" data-quantity=\"1\" data-product_id=\"986\" data-product_sku=\"BS-1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart btn btn-just-icon btn-simple btn-default\" title=\"Add to cart\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Add to cart\" class=\"fas fa-cart-plus\" data-no-translation-data-original-title=\"\"><\/i><\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a><a href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=986\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_986\" data-quantity=\"1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart\" data-product_id=\"986\" data-product_sku=\"BS-1\" aria-label=\"Add to cart: \u201cPortable balancer &amp; Vibration analyzer Balanset-1A\u201d\" rel=\"nofollow\" data-success_message=\"\u201cPortable balancer &amp; Vibration analyzer Balanset-1A\u201d has been added to your cart\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Add to cart<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_986\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"col-ms-6 col-sm-6 col-md-3 shop-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/vibration-sensor\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/vibration-sensor\/\" title=\"Vibrasiya sensoru\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-3-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Balanset-1A vibrasiya sensorunun yax\u0131n plan\u0131\" srcset=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-3-230x153.webp 230w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-3-600x400.webp 600w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-3-300x200.webp 300w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-3-768x512.webp 768w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-3-1024x682.webp 1024w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-3-272x182.webp 272w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-3.webp 1280w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<div class=\"ripple-container\"><\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<span class=\"category\"><a href=\"https:\/\/vibromera.eu\/az\/product-category\/parts\/\" rel=\"tag\">Hiss\u0259l\u0259r<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/az\/product\/vibration-sensor\/\" title=\"Vibrasiya sensoru\">Vibrasiya sensoru<\/a>\n\n\t\t\t\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"footer\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"price\"><h4><span class=\"woocommerce-Price-amount amount\"><span class=\"woocommerce-Price-currencySymbol\">\u20ac<\/span>90.00<\/span> + \u018fDV (t\u0259tbiq olunarsa)<\/h4><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"stats\">\n\t\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=1820\" data-quantity=\"1\" data-product_id=\"1820\" data-product_sku=\"VS-1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart btn btn-just-icon btn-simple btn-default\" title=\"Add to cart\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Add to cart\" class=\"fas fa-cart-plus\" data-no-translation-data-original-title=\"\"><\/i><\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a><a href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=1820\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_1820\" data-quantity=\"1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart\" data-product_id=\"1820\" data-product_sku=\"VS-1\" aria-label=\"Add to cart: \u201cVibration sensor\u201d\" rel=\"nofollow\" data-success_message=\"\u201cVibration sensor\u201d has been added to your cart\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Add to cart<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_1820\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"col-ms-6 col-sm-6 col-md-3 shop-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/optical-sensor-for-balanset-and-arbalance\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optik Sensor (Lazer Taxometr)\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Optik Sensor (Lazer Taxometr)\" srcset=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-230x153.webp 230w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-300x200.webp 300w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-1024x682.webp 1024w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-768x512.webp 768w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-1536x1023.webp 1536w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-18x12.webp 18w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-360x240.webp 360w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-460x306.webp 460w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-600x400.webp 600w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-272x182.webp 272w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU.webp 1600w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<div class=\"ripple-container\"><\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<span class=\"category\"><a href=\"https:\/\/vibromera.eu\/az\/product-category\/parts\/\" rel=\"tag\">Hiss\u0259l\u0259r<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/az\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optik Sensor (Lazer Taxometr)\">Optik Sensor (Lazer Taxometr)<\/a>\n\n\t\t\t\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"footer\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"price\"><h4><span class=\"woocommerce-Price-amount amount\"><span class=\"woocommerce-Price-currencySymbol\">\u20ac<\/span>124.00<\/span> + \u018fDV (t\u0259tbiq olunarsa)<\/h4><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"stats\">\n\t\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=1832\" data-quantity=\"1\" data-product_id=\"1832\" data-product_sku=\"Tach-1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart btn btn-just-icon btn-simple btn-default\" title=\"Add to cart\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Add to cart\" class=\"fas fa-cart-plus\" data-no-translation-data-original-title=\"\"><\/i><\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a><a href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=1832\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_1832\" data-quantity=\"1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart\" data-product_id=\"1832\" data-product_sku=\"Tach-1\" aria-label=\"Add to cart: \u201cOptical Sensor (Laser Tachometer)\u201d\" rel=\"nofollow\" data-success_message=\"\u201cOptical Sensor (Laser Tachometer)\u201d has been added to your cart\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Add to cart<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_1832\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"col-ms-6 col-sm-6 col-md-3 shop-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/balanset-4\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/balanset-4\/\" title=\"Balanset-4\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/balkom4-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Vibromera rotor balansla\u015fd\u0131rma d\u0259sti: da\u015f\u0131ma qutusu, \u00e7oxkanall\u0131 siqnal kondisioneri, \u0259l analizatoru, maqnit bazas\u0131, vibrasiya sensorlar\u0131 v\u0259 spiral kabell\u0259r.\" srcset=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/balkom4-230x153.webp 230w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/balkom4-300x200.webp 300w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/balkom4-18x12.webp 18w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/balkom4-360x240.webp 360w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/balkom4-460x306.webp 460w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/balkom4-600x400.webp 600w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/balkom4-272x182.webp 272w, https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/balkom4.webp 640w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<div class=\"ripple-container\"><\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<span class=\"category\"><a href=\"https:\/\/vibromera.eu\/az\/product-category\/devices\/\" rel=\"tag\">Cihazlar<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/az\/product\/balanset-4\/\" title=\"Balanset-4\">Balanset-4<\/a>\n\n\t\t\t\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"footer\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"price\"><h4><span class=\"woocommerce-Price-amount amount\"><span class=\"woocommerce-Price-currencySymbol\">\u20ac<\/span>6,803.00<\/span> + \u018fDV (t\u0259tbiq olunarsa)<\/h4><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"stats\">\n\t\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=1833\" data-quantity=\"1\" data-product_id=\"1833\" data-product_sku=\"BS-4\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart btn btn-just-icon btn-simple btn-default\" title=\"Add to cart\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Add to cart\" class=\"fas fa-cart-plus\" data-no-translation-data-original-title=\"\"><\/i><\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a><a href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=1833\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_1833\" data-quantity=\"1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart\" data-product_id=\"1833\" data-product_sku=\"BS-4\" aria-label=\"Add to cart: \u201cBalanset-4\u201d\" rel=\"nofollow\" data-success_message=\"\u201cBalanset-4\u201d has been added to your cart\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Add to cart<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_1833\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div><!-- \/.row --><div class=\"row\">\t\t\t\t\t<div class=\"col-ms-6 col-sm-6 col-md-3 shop-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/magnet-stand\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/magnet-stand\/\" title=\"Maqnit dayaq Insize-60-kgf\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-36-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Maqnit bazas\u0131.\" srcset=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-36-230x153.webp 230w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-36-600x400.webp 600w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-36-300x200.webp 300w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-36-1024x682.webp 1024w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-36-768x512.webp 768w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-36-360x240.webp 360w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-36-272x182.webp 272w, https:\/\/vibromera.eu\/wp-content\/uploads\/2018\/05\/IMG-36.webp 1280w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<div class=\"ripple-container\"><\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<span class=\"category\"><a href=\"https:\/\/vibromera.eu\/az\/product-category\/parts\/\" rel=\"tag\">Hiss\u0259l\u0259r<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/az\/product\/magnet-stand\/\" title=\"Maqnit dayaq Insize-60-kgf\">Maqnit dayaq Insize-60-kgf<\/a>\n\n\t\t\t\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"footer\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"price\"><h4><span class=\"woocommerce-Price-amount amount\"><span class=\"woocommerce-Price-currencySymbol\">\u20ac<\/span>46.00<\/span> + \u018fDV (t\u0259tbiq olunarsa)<\/h4><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"stats\">\n\t\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=1852\" data-quantity=\"1\" data-product_id=\"1852\" data-product_sku=\"MS-1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart btn btn-just-icon btn-simple btn-default\" title=\"Add to cart\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Add to cart\" class=\"fas fa-cart-plus\" data-no-translation-data-original-title=\"\"><\/i><\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a><a href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=1852\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_1852\" data-quantity=\"1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart\" data-product_id=\"1852\" data-product_sku=\"MS-1\" aria-label=\"Add to cart: \u201cMagnetic Stand Insize-60-kgf\u201d\" rel=\"nofollow\" data-success_message=\"\u201cMagnetic Stand Insize-60-kgf\u201d has been added to your cart\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Add to cart<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_1852\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"col-ms-6 col-sm-6 col-md-3 shop-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/reflective-tape\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/reflective-tape\/\" title=\"Yans\u0131t\u0131c\u0131 lent\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/05\/s-l1600-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Yans\u0131t\u0131c\u0131 lent\" srcset=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/05\/s-l1600-230x153.webp 230w, https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/05\/s-l1600-16x12.webp 16w, https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/05\/s-l1600-360x240.webp 360w, https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/05\/s-l1600-460x306.webp 460w, https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/05\/s-l1600-272x182.webp 272w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<div class=\"ripple-container\"><\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<span class=\"category\"><a href=\"https:\/\/vibromera.eu\/az\/product-category\/parts\/\" rel=\"tag\">Hiss\u0259l\u0259r<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/az\/product\/reflective-tape\/\" title=\"Yans\u0131t\u0131c\u0131 lent\">Yans\u0131t\u0131c\u0131 lent<\/a>\n\n\t\t\t\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"footer\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"price\"><h4><span class=\"woocommerce-Price-amount amount\"><span class=\"woocommerce-Price-currencySymbol\">\u20ac<\/span>10.00<\/span> + \u018fDV (t\u0259tbiq olunarsa)<\/h4><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"stats\">\n\t\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=2329\" data-quantity=\"1\" data-product_id=\"2329\" data-product_sku=\"rt-1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart btn btn-just-icon btn-simple btn-default\" title=\"Add to cart\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Add to cart\" class=\"fas fa-cart-plus\" data-no-translation-data-original-title=\"\"><\/i><\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a><a href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=2329\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_2329\" data-quantity=\"1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart\" data-product_id=\"2329\" data-product_sku=\"rt-1\" aria-label=\"Add to cart: \u201cReflective tape\u201d\" rel=\"nofollow\" data-success_message=\"\u201cReflective tape\u201d has been added to your cart\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Add to cart<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_2329\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"col-ms-6 col-sm-6 col-md-3 shop-item\">\n\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/dynamic-balancer-balanset-1a\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/vibromera.eu\/az\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinamik balansla\u015fd\u0131r\u0131c\u0131 &quot;Balanset-1A&quot; OEM\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Balanset-1A komplektinin t\u0259rkibi: interfeys bloku, sensorlar, taxometr v\u0259 aksesuarlar\" srcset=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-230x153.webp 230w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-600x400.webp 600w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-300x200.webp 300w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-1024x683.webp 1024w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-768x512.webp 768w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-1536x1024.webp 1536w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-2048x1366.webp 2048w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-360x240.webp 360w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-272x182.webp 272w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-e1732998877834.webp 708w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<div class=\"ripple-container\"><\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<span class=\"category\"><a href=\"https:\/\/vibromera.eu\/az\/product-category\/devices\/\" rel=\"tag\">Cihazlar<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/az\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinamik balansla\u015fd\u0131r\u0131c\u0131 &quot;Balanset-1A&quot; OEM\">Dinamik balansla\u015fd\u0131r\u0131c\u0131 \"Balanset-1A\" OEM<\/a>\n\n\t\t\t\t\t\t\t\t<\/h4>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"footer\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"price\"><h4><span class=\"woocommerce-Price-amount amount\"><span class=\"woocommerce-Price-currencySymbol\">\u20ac<\/span>1,735.00<\/span> + \u018fDV (t\u0259tbiq olunarsa)<\/h4><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"stats\">\n\t\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=4193\" data-quantity=\"1\" data-product_id=\"4193\" data-product_sku=\"BS-1OEM\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart btn btn-just-icon btn-simple btn-default\" title=\"Add to cart\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Add to cart\" class=\"fas fa-cart-plus\" data-no-translation-data-original-title=\"\"><\/i><\/a>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a><a href=\"\/az\/wp-json\/wp\/v2\/glossary\/117?add-to-cart=4193\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_4193\" data-quantity=\"1\" class=\"button product_type_simple add_to_cart_button ajax_add_to_cart\" data-product_id=\"4193\" data-product_sku=\"BS-1OEM\" aria-label=\"Add to cart: \u201cDynamic balancer \u201cBalanset-1A\u201d OEM\u201d\" rel=\"nofollow\" data-success_message=\"\u201cDynamic balancer \u201cBalanset-1A\u201d OEM\u201d has been added to your cart\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Add to cart<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_4193\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/section>\n\t\t\n<p><strong>Nasazl\u0131\u011f\u0131n a\u015fkarlanmas\u0131<\/strong> \u0259sasland\u0131r\u0131lm\u0131\u015f parametrl\u0259ri t\u0259hlil etm\u0259kl\u0259 ma\u015f\u0131nda bir nasazl\u0131\u011f\u0131n v\u0259 ya anormal v\u0259ziyy\u0259tin olmas\u0131n\u0131 tan\u0131maq prosesidir \u2014 \u0259n \u00e7ox <a href=\"https:\/\/vibromera.eu\/az\/glossary\/vibration\/\">vibrasiya<\/a>, h\u0259m\u00e7inin temperatur, performans metrikas\u0131, ya\u011f z\u0259d\u0259si v\u0259 ya akustik siqnallar\u0131. Bu, t\u0259k bir ikili sual\u0131na cavab verir \u2014 <em>\u201cBir problem varm\u0131?\u201d<\/em> \u2014 analitik daha sonra ke\u00e7m\u0259m\u0259zd\u0259n \u0259vv\u0259l <a href=\"https:\/\/vibromera.eu\/az\/glossary\/diagnosis\/\">diaqnoz<\/a> (konkret nasazl\u0131\u011f\u0131n m\u00fc\u0259yy\u0259n edilm\u0259si) v\u0259 <a href=\"https:\/\/vibromera.eu\/az\/glossary\/prognosis\/\">proqnoz<\/a> (ma\u015f\u0131n\u0131n n\u0259 q\u0259d\u0259r m\u00fcdd\u0259t qald\u0131\u011f\u0131n\u0131 proqnozla\u015fd\u0131rmaq). Birinci v\u0259 \u0259n fundamental add\u0131m kimi <a href=\"https:\/\/vibromera.eu\/az\/glossary\/condition-based-maintenance\/\">v\u0259ziyy\u0259t\u0259 \u0259saslanan t\u0259mir<\/a>, sa\u011flam, k\u0259s\u0259m\u0259 v\u0259 u\u011fursuz v\u0259ziyy\u0259tl\u0259ri t\u0259miz \u015f\u0259kild\u0259 ay\u0131r\u0131r ki, a\u015fa\u011f\u0131 ax\u0131nda h\u0259r \u015feyin ba\u015f verm\u0259si \u00fc\u00e7\u00fcn s\u0259b\u0259b olsun.<\/p>\n<p>Bunu yax\u015f\u0131 etm\u0259yin d\u0259y\u0259ri vaxt var\u0131d\u0131r. Effektiv nasazl\u0131q a\u015fkarl\u0131\u011f\u0131 i\u015fl\u0259k olmayan u\u011fursuzluqdan aylar \u00f6nc\u0259 bir bayraq qald\u0131r\u0131r, planl\u0131 texniki xidm\u0259t, hiss\u0259l\u0259r sat\u0131n alma v\u0259 c\u0259dv\u0259lli fasil\u0259 \u00fc\u00e7\u00fcn laz\u0131m olan p\u0259nc\u0259r\u0259ni yarad\u0131r \u2014 ist\u0259nil\u0259n <a href=\"https:\/\/vibromera.eu\/az\/glossary\/predictive-maintenance\/\">proqnozla\u015fd\u0131r\u0131c\u0131 bax\u0131m<\/a> proqram\u0131n\u0131n \u0259sas v\u0259di. \u00c7ox gec a\u015fkar edin v\u0259 siz reaktiv, u\u011fursuzlu\u011fa q\u0259d\u0259r i\u015fl\u0259y\u0259n t\u0259mir\u0259 qay\u0131t\u0131rs\u0131n\u0131z; \u00e7ox tezl\u0259\u015fdirin v\u0259 siz yalan\u00e7\u0131 siqnallar\u0131na bat\u0131rs\u0131n\u0131z. \u0130nc\u0259lik bu balans\u0131 tapmaqda yat\u0131r v\u0259 a\u015fa\u011f\u0131dak\u0131 b\u00f6lm\u0259l\u0259r bunu praktikada nec\u0259 edildiyini a\u00e7\u0131q edir.<\/p>\n<h2>1. Be\u015f \u018fsas A\u015fkar Etm\u0259 Metodu<\/h2>\n<p>He\u00e7 bir texnika h\u0259r ma\u015f\u0131na v\u0259 ya nasazl\u0131\u011fa uy\u011fun deyil. Ol\u011fun proqramlar bir ne\u00e7\u0259 metodu layla\u015fd\u0131r\u0131r, h\u0259r biri \u00f6z g\u00fccl\u00fc t\u0259r\u0259fl\u0259ri v\u0259 veril\u0259nl\u0259ri t\u0259l\u0259b edir.<\/p>\n<h3>E\u015fik A\u015f\u0131lmas\u0131<\/h3>\n<p>\u018fn sad\u0259 v\u0259 \u0259n \u00e7ox istifad\u0259 olunan yana\u015fma \u00f6l\u00e7\u00fcm\u00fc \u0259vv\u0259lc\u0259d\u0259n m\u00fc\u0259yy\u0259n edilmi\u015f <a href=\"https:\/\/vibromera.eu\/az\/glossary\/threshold\/\">e\u015fik<\/a>: \u0259g\u0259r d\u0259y\u0259r x\u0259tti ke\u00e7irs\u0259, nasazl\u0131q elan olunur. Tan\u0131\u015f n\u00fcmun\u0259 \u00fcmumi vibrasiya s\u0259viyy\u0259sinin t\u0259xmin\u0259n 7.1 mm\/s RMS olmas\u0131d\u0131r \u2014 bu d\u0259y\u0259r <a href=\"https:\/\/vibromera.eu\/az\/glossary\/iso-20816-1\/\">ISO 20816<\/a> seriyas\u0131n\u0131n (\u0259vv\u0259ll\u0259r ISO 10816) b\u0259zi ma\u015f\u0131n-spesifik ciddilik c\u0259dv\u0259ll\u0259rind\u0259 m\u00fc\u0259yy\u0259n ma\u015f\u0131n qruplar\u0131 v\u0259 dayaq \u015f\u0259rtl\u0259ri \u00fc\u00e7\u00fcn zona s\u0259rh\u0259di kimi istifad\u0259 olunur. Lakin bu universal h\u0259dd deyil: real siqnal h\u0259ddi \u00fc\u00e7\u00fcn, konkret ma\u015f\u0131n \u00fc\u00e7\u00fcn t\u0259tbiq olunan ISO 20816 hiss\u0259sini se\u00e7in v\u0259 onu baza trendi v\u0259 ma\u015f\u0131n\u0131n kritikliyi il\u0259 birl\u0259\u015fdirin. Bir \u00e7ox proqram bu h\u0259dl\u0259ri a\u015fa\u011f\u0131dak\u0131lara b\u00f6l\u00fcr <a href=\"https:\/\/vibromera.eu\/az\/glossary\/alarm-level\/\">siqnalizasiya<\/a>, <a href=\"https:\/\/vibromera.eu\/az\/glossary\/warning-level\/\">x\u0259b\u0259rdarl\u0131q<\/a>, v\u0259 <a href=\"https:\/\/vibromera.eu\/az\/glossary\/trip-level\/\">s\u0259yah\u0259t<\/a> s\u0259viyy\u0259l\u0259r.<\/p>\n<ul>\n<li><strong>\u00dcst\u00fcnl\u00fckl\u0259r:<\/strong> avtomatla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn sad\u0259, ayd\u0131n ke\u00e7\/ke\u00e7 kriteriyalar\u0131, m\u00fct\u0259x\u0259ssisl\u0259rin\u0259 asan \u015f\u0259kild\u0259 \u0259laq\u0259 qurmaq.<\/li>\n<li><strong>M\u0259hdudiyy\u0259tl\u0259r:<\/strong> e\u015fik d\u00fczg\u00fcn \u015f\u0259kild\u0259 t\u0259yin edilm\u0259lidir v\u0259 nasazl\u0131q onu ke\u00e7m\u0259k \u00fc\u00e7\u00fcn kifay\u0259t q\u0259d\u0259r b\u00f6y\u00fck olmal\u0131d\u0131r \u2014 bu gecikm\u0259 t\u0259tbiq edir v\u0259 ki\u00e7ik lakin f\u0259rqli imzalar yaradan nasazl\u0131qlar\u0131 \u0259skik edir.<\/li>\n<\/ul>\n<h3>Trend Sapmas\u0131<\/h3>\n<p>Bu \u00fcsul m\u00fctl\u0259q limit\u0259 g\u00f6zl\u0259m\u0259k \u0259v\u0259zin\u0259 vibrasiya s\u0259viyy\u0259sinin formas\u0131n\u0131 izl\u0259yir \u2014 <a href=\"https:\/\/vibromera.eu\/az\/glossary\/trending\/\">meyl<\/a> \u00f6z\u00fcn\u0259. Sabit y\u00fcks\u0259li\u015f s\u0259viyy\u0259si \u2014 yaxud daha ayd\u0131n \u015f\u0259kild\u0259 s\u00fcr\u0259tli d\u0259yi\u015fiklik \u2014 <em>tezlik<\/em> y\u00fcks\u0259li\u015fin \u2014 inki\u015faf etm\u0259kd\u0259 olan x\u0259tan\u0131 sabit h\u0259dd ke\u00e7ilm\u0259mi\u015fd\u0259n xeyli \u0259vv\u0259l g\u00f6st\u0259rir. \u0130stinad qeydiyyat tarixi ma\u015f\u0131n\u0131n \u00f6z tarixin\u0259 \u0259sasland\u0131\u011f\u0131ndan, texnika \u00f6z\u00fcn\u0259 m\u0259xsus ma\u015f\u0131na-spesifik v\u0259 probleml\u0259ri tez tutaraq. Onun yegan\u0259 h\u0259qiqi t\u0259l\u0259bi tarixi m\u0259lumat c\u0259dv\u0259lidir \u2014 <a href=\"https:\/\/vibromera.eu\/az\/glossary\/baseline-data\/\">\u018fsas x\u0259tt m\u0259lumatlar\u0131<\/a> sapma t\u0259yin edil\u0259 bil\u0259c\u0259yi.<\/p>\n<h3>Spektral Anomaliya A\u015fkarlanmas\u0131<\/h3>\n<p>Tezlik spektrini t\u0259dqiq etm\u0259k <a href=\"https:\/\/vibromera.eu\/az\/glossary\/spectrum\/\">spektr<\/a> n\u0259inki bir \u015fey d\u0259yi\u015fdiyini g\u00f6st\u0259rir, h\u0259m d\u0259 <em>o<\/em> m\u00f6vcud pikl\u0259r b\u00f6y\u00fcd\u00fckd\u0259 <em>n\u0259<\/em>. Yeni zirv\u0259l\u0259r <a href=\"https:\/\/vibromera.eu\/az\/glossary\/bearing-fault-frequencies\/\">rulmanlar\u0131n nasazl\u0131q tezlikl\u0259ri<\/a>, m\u00f6vcud pikl\u0259r b\u00f6y\u00fcd\u00fcy\u00fcnd\u0259 <a href=\"https:\/\/vibromera.eu\/az\/glossary\/amplitude\/\">amplituda<\/a>, yaxud yeni <a href=\"https:\/\/vibromera.eu\/az\/glossary\/sidebands\/\">yan bantlar<\/a> and <a href=\"https:\/\/vibromera.eu\/az\/glossary\/harmonics\/\">harmonikl\u0259r<\/a> h\u0259r bir n\u00f6qt\u0259 m\u00fc\u0259yy\u0259n x\u0259ta tipin\u0259 i\u015far\u0259 edir. Bu spesifiklik onun b\u00f6y\u00fck \u00fcst\u00fcnl\u00fcy\u00fcd\u00fcr, lakin etibarl\u0131 spektral analiz qabiliyy\u0259ti v\u0259 m\u00fcqayis\u0259 \u00fc\u00e7\u00fcn etibarl\u0131 bazal spektralar\u0131n t\u0259yin edilm\u0259sini t\u0259l\u0259b edir.<\/p>\n<h3>Statistik \u00fcsullar<\/h3>\n<p>Statistik a\u015fkarlama sa\u011flam \u0259m\u0259liyyat\u0131n normal paylanmas\u0131ndan k\u0259narda qalan qiym\u0259tl\u0259ri i\u015far\u0259l\u0259yir \u2014 m\u0259s\u0259l\u0259n, orta c\u0259mi \u00fcst\u0259g\u0259l \u00fc\u00e7 standart sapma, yaxud n\u0259zar\u0259t-diaqramma limitinin pozulmas\u0131. H\u0259qiqi \u00f6l\u00e7m\u0259l\u0259rd\u0259 xas d\u0259yi\u015fk\u0259nliyi n\u0259z\u0259r\u0259 alaraq, bu \u00fcsullar l\u0259ng\u0259ri x\u0259b\u0259rdarl\u0131qlar\u0131 azald\u0131r, lakin \"normal\"\u0131 etibarl\u0131 xarakteriz\u0259 etm\u0259k \u00fc\u00e7\u00fcn kifay\u0259t q\u0259d\u0259r n\u00fcmun\u0259 \u00f6l\u00e7\u00fcs\u00fcn\u0259 ehtiyac duyur.<\/p>\n<h3>N\u00fcmun\u0259 Tan\u0131ma v\u0259 Ma\u015f\u0131n \u00d6yr\u0259nm\u0259si<\/h3>\n<p>\u018fn m\u00fcr\u0259kk\u0259b s\u0259viyy\u0259 sa\u011flam v\u0259 q\u00fcsurlu imzalar \u00fcz\u0259rind\u0259 alqoritm t\u0259r\u0259find\u0259n \u2014 sinir \u015f\u0259b\u0259k\u0259si d\u0259 daxil olmaqla \u2014 \u00f6yr\u0259n\u0259r\u0259k, sabit qaydalar\u0131n qa\u00e7\u0131rd\u0131\u011f\u0131 inc\u0259 n\u00fcmun\u0259l\u0259rin avtomatik a\u015fkarlanmas\u0131na imkan verir. Kompromis \u00e7oxlu i\u015fl\u0259nmi\u015f t\u0259lim m\u0259lumatlar\u0131na v\u0259 modelll\u0259ri i\u015fl\u0259tm\u0259k \u00fc\u00e7\u00fcn hesablama resurslar\u0131na ehtiyacd\u0131r.<\/p>\n<h2>2. A\u015fkarlama Performans\u0131n\u0131 \u00d6l\u00e7m\u0259<\/h2>\n<p>A\u015fkarlama sistemi yaln\u0131z onun vurma s\u00fcr\u0259ti v\u0259 yal\u00e7\u0131 x\u0259b\u0259rdarl\u0131q s\u00fcr\u0259tin\u0259 q\u0259d\u0259r yax\u015f\u0131d\u0131r. D\u00f6rd metrika \u2014 klassifikasiya n\u0259z\u0259riyy\u0259sind\u0259n g\u00f6t\u00fcr\u00fclm\u00fc\u015f \u2014 onun n\u0259 q\u0259d\u0259r yax\u015f\u0131 i\u015fl\u0259diyi \u00fcz\u0259 \u00e7\u0131xar\u0131r.<\/p>\n<ul>\n<li><strong>H\u0259ssasl\u0131q (true-positive nisb\u0259ti):<\/strong> h\u0259qiqi x\u0259talar\u0131n faktiki tutulmu\u015f hiss\u0259si \u2014 Do\u011fru M\u00fcsb\u0259t \/ (Do\u011fru M\u00fcsb\u0259t + Yal\u00e7\u0131 M\u0259nfi). Yax\u015f\u0131 ayarlanm\u0131\u015f sistem 90\u201395% \u00fcz\u0259rin\u0259 h\u0259d\u0259f qoyur; daha y\u00fcks\u0259k h\u0259ssasl\u0131q daha az qa\u00e7\u0131r\u0131lm\u0131\u015f x\u0259talar dem\u0259kdir.<\/li>\n<li><strong>Spesifiklik (true-negative nisb\u0259ti):<\/strong> sa\u011flam ma\u015f\u0131nlar\u0131n d\u00fczg\u00fcn t\u0259mizl\u0259nmi\u015f hiss\u0259si \u2014 Do\u011fru M\u0259nfi \/ (Do\u011fru M\u0259nfi + Yal\u00e7\u0131 M\u00fcsb\u0259t). Yen\u0259 d\u0259, 90\u201395% h\u0259d\u0259fdir; daha y\u00fcks\u0259k spesifiklik daha az yal\u00e7\u0131 x\u0259b\u0259rdarl\u0131q dem\u0259kdir.<\/li>\n<li><strong>Yalan\u00e7\u0131 x\u0259b\u0259rdarl\u0131q nisb\u0259ti:<\/strong> he\u00e7 bir \u015fey olmad\u0131\u011f\u0131 \u00fcz\u0259rin\u0259 \u00e7\u0131xan x\u0259b\u0259rdarl\u0131qlar\u0131n pay\u0131, ideal olaraq 5\u201310% a\u015fa\u011f\u0131s\u0131nda saxlan\u0131l\u0131r. Y\u00fcks\u0259k nisb\u0259t <em>siqnal yor\u011funlu\u011fu<\/em>, etimad t\u0259dric\u0259n yay\u0131ld\u0131\u011f\u0131nda bu, texnikl\u0259rin x\u0259b\u0259rdarl\u0131qlar\u0131 n\u0259zar\u0259 almamalar\u0131na v\u0259 birba\u015fa h\u0259ssasl\u0131\u011fa t\u0259sir g\u00f6st\u0259rir.<\/li>\n<li><strong>A\u015fkar etm\u0259 s\u0259bq vaxt\u0131:<\/strong> ilk a\u015fkar etm\u0259 il\u0259 funksional q\u0259za aras\u0131ndak\u0131 interval. Uzun daha yax\u015f\u0131d\u0131r, \u00e7\u00fcnki planla\u015fd\u0131rma vaxt\u0131 verir. Vibrasiya il\u0259 tutulmu\u015f rulman q\u0259zalar\u0131 \u00fc\u00e7\u00fcn tipik s\u0259bq h\u0259ft\u0259 v\u0259 aylar, metod vacibdir: <a href=\"https:\/\/vibromera.eu\/az\/glossary\/envelope-analysis\/\">z\u0259rf t\u0259hlili<\/a> c\u0259mi s\u0259viyy\u0259 monitorinqi il\u0259 m\u00fcqayis\u0259d\u0259 ba\u015flan\u011f\u0131c rulman z\u0259d\u0259l\u0259nm\u0259sini xeyli tez a\u015fkar edir.<\/li>\n<\/ul>\n<h2>3. Praktik \u00c7\u0259tinlikl\u0259r<\/h2>\n<p>Real ma\u015f\u0131nlar t\u0259dris kitab\u0131nda oldu\u011fu q\u0259d\u0259r d\u00fczg\u00fcn davranm\u0131r v\u0259 \u00fc\u00e7 v\u0259ziyy\u0259t a\u015fkar etm\u0259ni nizamla \u00e7\u0259tinl\u0259\u015fdirir.<\/p>\n<ul>\n<li><strong>Erk\u0259n il\u0259 yalan\u00e7\u0131 a\u015fkar etm\u0259 balans\u0131:<\/strong> \u0259n erk\u0259n m\u00fcmk\u00fcn x\u0259b\u0259rdarl\u0131q \u00fc\u00e7\u00fcn it\u0259l\u0259m\u0259 qa\u00e7\u0131lmaz olaraq yalan\u00e7\u0131 alarmlar\u0131 art\u0131r\u0131r, haqq\u0131nda d\u00fc\u015f\u00fcn\u00fclm\u00fc\u015f siqnala g\u00f6zl\u0259m\u0259 is\u0259 s\u0259bq vaxt\u0131n\u0131 qurban verir. Adi h\u0259ll \u00e7oxm\u0259rhal\u0259 x\u0259b\u0259rdarl\u0131q v\u0259 bir \u00e7a\u011f\u0131r\u0131\u015f etm\u0259zd\u0259n \u0259vv\u0259l bir ne\u00e7\u0259 parametr aras\u0131nda do\u011frulama.<\/li>\n<li><strong>Aral\u0131q q\u0259zalar:<\/strong> ortaya \u00e7\u0131xan v\u0259 yoxa \u00e7\u0131xan probleml\u0259r d\u00f6vr\u00fc yol \u00f6l\u00e7\u00fcs\u00fc zaman\u0131 h\u0259ddi a\u015fa\u011f\u0131 ola bil\u0259rl\u0259r. Onlar\u0131 tutmaq t\u0259l\u0259b edir <a href=\"https:\/\/vibromera.eu\/az\/glossary\/continuous-monitoring\/\">davaml\u0131 monitorinq<\/a> v\u0259 ya bir <a href=\"https:\/\/vibromera.eu\/az\/glossary\/peak-hold\/\">pik saxlama<\/a> \u0259n pis an\u0131 saxlayan \u0259l\u0259 ke\u00e7irm\u0259.<\/li>\n<li><strong>Bir \u00e7oxlu eyni vaxtda q\u0259zalar:<\/strong> bir ne\u00e7\u0259 q\u0259za eyni vaxtda inki\u015faf etdikd\u0259 vibrasiya siqnal\u0131nda bir-birini mask\u0259 l\u0259y\u0259 bil\u0259rl\u0259r, buna g\u00f6r\u0259 d\u0259 onlar\u0131 ay\u0131rmaq \u00fc\u00e7\u00fcn h\u0259rt\u0259r\u0259fli, \u00e7oxmetodlu analiz laz\u0131md\u0131r.<\/li>\n<\/ul>\n<h2>4. Q\u0259zalar\u0131 \u00c7oxlu Parametrl\u0259rl\u0259 T\u0259sdiq Etm\u0259<\/h2>\n<p>\u0130ki v\u0259 ya daha \u00e7ox m\u00fcst\u0259qil g\u00f6st\u0259ricini \u00e7arpaz yoxlamaq, \u0259sl q\u0259za ad\u0259t\u0259n bir ne\u00e7\u0259 yerd\u0259 eyni vaxtda ortaya \u00e7\u0131xd\u0131\u011f\u0131 \u00fc\u00e7\u00fcn yalan\u00e7\u0131 a\u015fkarlamalar\u0131 dramatik \u015f\u0259kild\u0259 azald\u0131r.<\/p>\n<ul>\n<li><strong>Vibrasiya v\u0259 temperatur birlikd\u0259:<\/strong> h\u0259r ikisin artmas\u0131 rulman problemini t\u0259sdiq edir; vibrasiya t\u0259k ba\u015f\u0131na mexaniki s\u0259b\u0259b kimi i\u015far\u0259 edir <a href=\"https:\/\/vibromera.eu\/az\/glossary\/unbalance\/\">balanss\u0131zl\u0131q<\/a> or <a href=\"https:\/\/vibromera.eu\/az\/glossary\/misalignment\/\">hizalanma pozuntusu<\/a>; t\u0259kc\u0259 temperatur s\u00fcrtk\u00fc v\u0259 ya s\u00fcrt\u00fcnm\u0259 problemini g\u00f6st\u0259rir.<\/li>\n<li><strong>\u00c7oxlu vibrasiya parametrl\u0259ri:<\/strong> \u00fcmumi s\u0259viyy\u0259nin artmas\u0131 il\u0259 spesifik rulman tezliyinin ortaya \u00e7\u0131xmas\u0131 birlikd\u0259 rulman ar\u0131zas\u0131n\u0131 ayr\u0131-ayr\u0131l\u0131qda h\u0259r bir \u0259lam\u0259td\u0259n daha inaml\u0131 \u015f\u0259kild\u0259 t\u0259sdiq edir.<\/li>\n<\/ul>\n<h2>5. Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f, Manual v\u0259 Hibrid A\u015fkar Etm\u0259<\/h2>\n<p>A\u015fkar etm\u0259 proqram t\u0259minat\u0131 t\u0259r\u0259find\u0259n, m\u00fct\u0259x\u0259ssis t\u0259r\u0259find\u0259n v\u0259 ya \u2014 \u0259n yax\u015f\u0131s\u0131 \u2014 h\u0259r ikisinin birlikd\u0259 i\u015fl\u0259m\u0259si il\u0259 h\u0259yata ke\u00e7iril\u0259 bil\u0259r.<\/p>\n<ul>\n<li><strong>Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f a\u015fkar etm\u0259<\/strong> s\u00fcr\u0259tli, ard\u0131c\u0131l v\u0259 davaml\u0131 olaraq i\u015fl\u0259yir, \u0259vv\u0259lc\u0259 m\u00fc\u0259yy\u0259n edilmi\u015f k\u0259miyy\u0259tl\u0259rl\u0259 yoxlan\u0131\u015f\u0131, statistik alqoritml\u0259ri v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259sini istifad\u0259 ed\u0259r\u0259k. Onun z\u0259ifi c\u0259h\u0259ti, ki\u00e7ik probleml\u0259ri n\u0259zar\u0259td\u0259n qa\u00e7\u0131ra bil\u0259si v\u0259 b\u0259z\u0259n s\u0259s\u0259 cavab ver\u0259 bil\u0259sidir.<\/li>\n<li><strong>Manual (m\u00fct\u0259x\u0259ssis) a\u015fkar etm\u0259<\/strong> spektr bax\u0131\u015f\u0131 v\u0259 dal\u011fa formas\u0131 yoxlan\u0131\u015f\u0131na insan m\u00fchak\u0259m\u0259sini, kontekst f\u0259rqin\u0259 v\u0259 t\u0259lim alm\u0131\u015f n\u00fcmun\u0259 tan\u0131mas\u0131n\u0131 g\u0259tiri. Bununla bel\u0259, zaman t\u0259l\u0259b edir, miqyasla\u015fd\u0131r\u0131lmas\u0131 \u00e7\u0259tindir v\u0259 az olan m\u00fct\u0259x\u0259ssisliy\u0259 \u0259saslan\u0131r \u2014 <a href=\"https:\/\/vibromera.eu\/az\/glossary\/iso-18436-2\/\">ISO 18436-2<\/a>.<\/li>\n<li><strong>Hibrid yana\u015fma<\/strong> \u2014 b\u00fct\u00fcn flota avtomatik s\u0131namas\u0131 v\u0259 i\u015far\u0259l\u0259nmi\u015f istisnalar\u0131n m\u00fct\u0259x\u0259ssis bax\u0131\u015f\u0131 \u2014 s\u0259m\u0259r\u0259liliyi d\u0259qiqlikl\u0259 birl\u0259\u015fdirir v\u0259 bu, yetgin proqramlar\u0131n standart\u0131d\u0131r.<\/li>\n<\/ul>\n<h3>Sah\u0259 cihazlar\u0131 harada uy\u011fun g\u0259l\u0259ndir<\/h3>\n<p>S\u0131rava\u00e7\u0131 cihaz alarm ver\u0259nd\u0259n sonra, \u0259vv\u0259tki add\u0131m \u00fcmumiyy\u0259tl\u0259 ma\u015f\u0131nda daha z\u0259ngin bir \u00f6l\u00e7\u00fc alma\u011f\u0131 ba\u015flamaqdir. T\u0259r\u0259f\u0259 ox\u015far bir iki-kanal analizatoru kimi <a href=\"https:\/\/vibromera.eu\/az\/m%c9%99hsul\/balanset-1\/\">Balanset-1A<\/a> bir texnikana \u015f\u00fcbh\u0259li ma\u015f\u0131n\u0131n yan\u0131na qalx\u0131b, y\u00fcks\u0259k-q\u0259tiyy\u0259tli spektr tutmaq v\u0259 <a href=\"https:\/\/vibromera.eu\/az\/glossary\/time-waveform\/\">zaman dal\u011fa formas\u0131<\/a>, v\u0259 alarm\u0131n h\u0259qiqi bir q\u00fcsurun \u0259ksini \u0259ks etdirdiyi t\u0259sdiql\u0259 \u2014 v\u0259 \u0259g\u0259r bu q\u00fcsur balansla\u015fd\u0131rman\u0131n \u00e7\u0259ki a\u011f\u0131rl\u0131\u011f\u0131 olarsa, bunu ke\u00e7\u0259n yerind\u0259 <a href=\"https:\/\/vibromera.eu\/az\/glossary\/field-balancing\/\">Sah\u0259nin balansla\u015fd\u0131r\u0131lmas\u0131<\/a> ma\u015f\u0131n s\u00f6k\u00fclm\u0259si olmadan d\u00fcz\u0259lt\u0259 bil\u0259r. A\u015fkar etm\u0259d\u0259n t\u0259sdiql\u0259nm\u0259y\u0259 q\u0259d\u0259r d\u00fcz\u0259ltm\u0259y\u0259 q\u0259d\u0259r bu s\u0131x d\u00f6ng\u00fc tam olaraq hibrid proqram\u0131n \u00e7atd\u0131r\u0131lmas\u0131 \u00fc\u00e7\u00fcn qurulmu\u015fdur.<\/p>\n<p>Ar\u0131za a\u015fkar etm\u0259si, proqnozla\u015fd\u0131r\u0131c\u0131 texniki yard\u0131m\u0131 m\u00fcmk\u00fcn ed\u0259n \u0259sas qabiliyy\u0259tdir, inki\u015faf ed\u0259n probleml\u0259ri onlar\u0131 \u0259traf\u0131nda planl\u0131 aparmaq \u00fc\u00e7\u00fcn kifay\u0259t q\u0259d\u0259r tez s\u00fcr\u0259tl\u0259yir. Yax\u015f\u0131 \u015f\u0259kild\u0259 \u2014 a\u015fkar etm\u0259 metodlar\u0131n\u0131n do\u011fru kombinasiyas\u0131 il\u0259, d\u0259r\u0259c\u0259 diqq\u0259tl\u0259 m\u00fc\u0259yy\u0259n edilmi\u015f k\u0259miyy\u0259tl\u0259rl\u0259 v\u0259 h\u0259ssasl\u0131q il\u0259 x\u00fcsusiyy\u0259tl\u0259rinin deliberat sallanmas\u0131 \u2014 o, r\u0259ngd\u0259n as\u0131l\u0131 olmadan qoruyur, bax\u0131m\u00e7\u0131 x\u0259rcl\u0259rini saxlamaq v\u0259 f\u0259lak\u0259txan\u0259 ar\u0131zas\u0131n\u0131n riskini a\u015fa\u011f\u0131 qoymaq il\u0259 birlikd\u0259 i\u015fl\u0259yir.<\/p>\n<hr>\n<p><a href=\"https:\/\/vibromera.eu\/az\/glossary\/\">\u2190 \u018fsas \u0130ndeks\u0259 qay\u0131t<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Ma\u015f\u0131nlar\u0131n diaqnostikas\u0131nda nasazl\u0131\u011f\u0131n a\u015fkarlanmas\u0131, funksional nasazl\u0131qlara s\u0259b\u0259b olmam\u0131\u015fdan \u0259vv\u0259l vibrasiya t\u0259hlili vasit\u0259sil\u0259 inki\u015faf ed\u0259n q\u00fcsurlar\u0131n m\u00fc\u0259yy\u0259n edilm\u0259si prosesi haqq\u0131nda m\u0259lumat \u0259ld\u0259 edin.<\/p>","protected":false},"featured_media":0,"template":"","meta":{"ai_generated_summary":"","footnotes":""},"categories":[109,110],"tags":[],"class_list":["post-117","glossary","type-glossary","status-publish","hentry","category-glossary","category-vibration-diagnostics"],"_links":{"self":[{"href":"https:\/\/vibromera.eu\/az\/wp-json\/wp\/v2\/glossary\/117","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vibromera.eu\/az\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/vibromera.eu\/az\/wp-json\/wp\/v2\/types\/glossary"}],"version-history":[{"count":2,"href":"https:\/\/vibromera.eu\/az\/wp-json\/wp\/v2\/glossary\/117\/revisions"}],"predecessor-version":[{"id":102175,"href":"https:\/\/vibromera.eu\/az\/wp-json\/wp\/v2\/glossary\/117\/revisions\/102175"}],"wp:attachment":[{"href":"https:\/\/vibromera.eu\/az\/wp-json\/wp\/v2\/media?parent=117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vibromera.eu\/az\/wp-json\/wp\/v2\/categories?post=117"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vibromera.eu\/az\/wp-json\/wp\/v2\/tags?post=117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}