{"id":202,"date":"2025-10-31T00:25:51","date_gmt":"2025-10-31T00:25:51","guid":{"rendered":"https:\/\/vibromera.eu\/glossary\/prognosis\/"},"modified":"2026-05-23T22:38:05","modified_gmt":"2026-05-23T22:38:05","slug":"prognosis","status":"publish","type":"glossary","link":"https:\/\/vibromera.eu\/hu\/glossary\/prognosis\/","title":{"rendered":"Mi a progn\u00f3zis? H\u00e1tral\u00e9v\u0151 \u00e9let el\u0151rejelz\u00e9se"},"content":{"rendered":"<h1>A progn\u00f3zis meg\u00e9rt\u00e9se a predikt\u00edv karbantart\u00e1sban<\/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\/hu\/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\/hu\/product\/balanset-1\/\" title=\"Hordozhat\u00f3 kiegyens\u00falyoz\u00f3 \u00e9s rezg\u00e9selemz\u0151 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 teljes k\u00e9szlet\u0171 hordozhat\u00f3 kiegyens\u00falyoz\u00f3 \u00e9s rezg\u00e9selemz\u0151 k\u00e9sz\u00fcl\u00e9k\" 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\/hu\/product-category\/devices\/\" rel=\"tag\">Eszk\u00f6z\u00f6k<\/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\/hu\/product\/balanset-1\/\" title=\"Hordozhat\u00f3 kiegyens\u00falyoz\u00f3 \u00e9s rezg\u00e9selemz\u0151 Balanset-1A\">Hordozhat\u00f3 kiegyens\u00falyoz\u00f3 \u00e9s rezg\u00e9selemz\u0151 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> + \u00c1FA (ha alkalmazand\u00f3)<\/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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba teszem\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Kos\u00e1rba teszem\" 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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba: \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=\"\">Kos\u00e1rba teszem<\/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\/hu\/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\/hu\/product\/vibration-sensor\/\" title=\"Rezg\u00e9s\u00e9rz\u00e9kel\u0151\">\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 rezg\u00e9s\u00e9rz\u00e9kel\u0151 k\u00f6zelr\u0151l\" 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\/hu\/product-category\/parts\/\" rel=\"tag\">Alkatr\u00e9szek<\/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\/hu\/product\/vibration-sensor\/\" title=\"Rezg\u00e9s\u00e9rz\u00e9kel\u0151\">Rezg\u00e9s\u00e9rz\u00e9kel\u0151<\/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> + \u00c1FA (ha alkalmazand\u00f3)<\/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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba teszem\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Kos\u00e1rba teszem\" 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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba: \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=\"\">Kos\u00e1rba teszem<\/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\/hu\/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\/hu\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optikai \u00e9rz\u00e9kel\u0151 (l\u00e9zeres fordulatsz\u00e1mm\u00e9r\u0151)\">\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=\"Optikai \u00e9rz\u00e9kel\u0151 (l\u00e9zeres fordulatsz\u00e1mm\u00e9r\u0151)\" 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\/hu\/product-category\/parts\/\" rel=\"tag\">Alkatr\u00e9szek<\/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\/hu\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optikai \u00e9rz\u00e9kel\u0151 (l\u00e9zeres fordulatsz\u00e1mm\u00e9r\u0151)\">Optikai \u00e9rz\u00e9kel\u0151 (l\u00e9zeres fordulatsz\u00e1mm\u00e9r\u0151)<\/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> + \u00c1FA (ha alkalmazand\u00f3)<\/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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba teszem\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Kos\u00e1rba teszem\" 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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba: \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=\"\">Kos\u00e1rba teszem<\/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\/hu\/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\/hu\/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 kiegyens\u00falyoz\u00f3 k\u00e9szlet: hordt\u00e1ska, t\u00f6bbcsatorn\u00e1s jel\u00e1talak\u00edt\u00f3, k\u00e9zi analiz\u00e1tor, m\u00e1gneses talp, rezg\u00e9s\u00e9rz\u00e9kel\u0151k \u00e9s tekercselt k\u00e1belek.\" 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\/hu\/product-category\/devices\/\" rel=\"tag\">Eszk\u00f6z\u00f6k<\/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\/hu\/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> + \u00c1FA (ha alkalmazand\u00f3)<\/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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba teszem\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Kos\u00e1rba teszem\" 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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba: \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=\"\">Kos\u00e1rba teszem<\/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\/hu\/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\/hu\/product\/magnet-stand\/\" title=\"M\u00e1gneses \u00e1llv\u00e1ny 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=\"M\u00e1gneses alap.\" 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\/hu\/product-category\/parts\/\" rel=\"tag\">Alkatr\u00e9szek<\/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\/hu\/product\/magnet-stand\/\" title=\"M\u00e1gneses \u00e1llv\u00e1ny Insize-60-kgf\">M\u00e1gneses \u00e1llv\u00e1ny 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> + \u00c1FA (ha alkalmazand\u00f3)<\/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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba teszem\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Kos\u00e1rba teszem\" 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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba: \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=\"\">Kos\u00e1rba teszem<\/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\/hu\/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\/hu\/product\/reflective-tape\/\" title=\"F\u00e9nyvisszaver\u0151 szalag\">\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=\"F\u00e9nyvisszaver\u0151 szalag\" 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\/hu\/product-category\/parts\/\" rel=\"tag\">Alkatr\u00e9szek<\/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\/hu\/product\/reflective-tape\/\" title=\"F\u00e9nyvisszaver\u0151 szalag\">F\u00e9nyvisszaver\u0151 szalag<\/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> + \u00c1FA (ha alkalmazand\u00f3)<\/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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba teszem\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Kos\u00e1rba teszem\" 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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba: \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=\"\">Kos\u00e1rba teszem<\/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\/hu\/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\/hu\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinamikus kiegyens\u00falyoz\u00f3 &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 k\u00e9szlet tartalma interf\u00e9sz egys\u00e9ggel, \u00e9rz\u00e9kel\u0151kkel, tachom\u00e9terrel \u00e9s tartoz\u00e9kokkal\" 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\/hu\/product-category\/devices\/\" rel=\"tag\">Eszk\u00f6z\u00f6k<\/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\/hu\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinamikus kiegyens\u00falyoz\u00f3 &quot;Balanset-1A&quot; OEM\">Dinamikus kiegyens\u00falyoz\u00f3 \"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> + \u00c1FA (ha alkalmazand\u00f3)<\/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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba teszem\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Kos\u00e1rba teszem\" 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=\"\/hu\/wp-json\/wp\/v2\/glossary\/202?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=\"Kos\u00e1rba: \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=\"\">Kos\u00e1rba teszem<\/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>Progn\u00f3zis<\/strong> (m\u00e1s n\u00e9ven meghib\u00e1sod\u00e1s-el\u0151rejelz\u00e9s, \u00e9s szorosan \u00f6sszef\u00fcgg <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/remaining-useful-life\/\">marad\u00e9k hasznos \u00e9lettartam<\/a> (becsl\u00e9s) az a folyamat, amelynek sor\u00e1n megbecs\u00fclik, mennyi id\u0151 van h\u00e1tra, miel\u0151tt egy \u00e9szlelt hiba m\u0171k\u00f6d\u00e9si zavart okoz, vagy beavatkoz\u00e1st tesz sz\u00fcks\u00e9gess\u00e9. A progn\u00f3zis ezt k\u00f6veti <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/fault-detection\/\">hiba\u00e9szlel\u00e9s<\/a> (tudva, hogy probl\u00e9ma \u00e1ll fenn) \u00e9s <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/diagnosis\/\">diagn\u00f3zis<\/a> (tudva, mi a probl\u00e9ma), \u00e9s megv\u00e1laszolja a d\u00f6nt\u0151 k\u00e9rd\u00e9st \u2014 <em>\u201eMikor kell cselekedn\u00fcnk?\u201d<\/em> \u2014 by analysing <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/vibration\/\">rezg\u00e9s<\/a> a folyamat alakul\u00e1sa, a hiba jellegei, valamint a g\u00e9p \u00fczemeltet\u00e9si k\u00f6r\u00fclm\u00e9nyei.<\/p>\n<p>A pontos progn\u00f3zis az, ami seg\u00edt <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/predictive-maintenance\/\">predikt\u00edv karbantart\u00e1s<\/a> genuinely <em>predictive<\/em>. Ez lehet\u0151v\u00e9 teszi a karbantart\u00e1s optim\u00e1lis id\u0151pontban t\u00f6rt\u00e9n\u0151 \u00fctemez\u00e9s\u00e9t \u2013 se nem t\u00fal kor\u00e1n, ami a fennmarad\u00f3 \u00e9lettartamot pazarolja, se nem t\u00fal k\u00e9s\u0151n, ami meghib\u00e1sod\u00e1shoz vezethet \u2013, \u00e9s alapj\u00e1t k\u00e9pezi a hossz\u00fa sz\u00e1ll\u00edt\u00e1si hat\u00e1rid\u0151vel rendelkez\u0151 p\u00f3talkatr\u00e9szek beszerz\u00e9s\u00e9nek, a munkaer\u0151 \u00e9s a szersz\u00e1mok eloszt\u00e1s\u00e1nak, valamint a gy\u00e1rt\u00e1s koordin\u00e1l\u00e1s\u00e1nak. A t\u00e1gabb keretben <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/condition-based-maintenance\/\">\u00e1llapotalap\u00fa karbantart\u00e1s<\/a>\u2026 a progn\u00f3zis az a j\u00f6v\u0151be tekint\u0151 l\u00e9p\u00e9s, amely a \u201eez a g\u00e9p meghib\u00e1sodott\u201d meg\u00e1llap\u00edt\u00e1st \u201eezt a g\u00e9pet a nyolcadik h\u00e9ten meg kell jav\u00edtani\u201d kijelent\u00e9ss\u00e9 alak\u00edtja.<\/p>\n<h2>1. A h\u00e1roml\u00e9pcs\u0151s folyamat: felismer\u00e9s, diagn\u00f3zis, progn\u00f3zis<\/h2>\n<p>Hasznos, ha a progn\u00f3zist egy l\u00e1nc harmadik l\u00e1ncszem\u00e9nek tekintj\u00fck. <strong>\u00c9rz\u00e9kel\u00e9s<\/strong> \u00e9szreveszi, hogy egy param\u00e9ter kil\u00e9pett a <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/baseline\/\">alapvonal<\/a>. <strong>Diagn\u00f3zis<\/strong> meghat\u00e1rozza a mechanizmust \u2014 egy <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/bearing-defects\/\">csap\u00e1gyhiba<\/a>, <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/misalignment\/\">tengelyeltol\u00f3d\u00e1s<\/a>, looseness. <strong>Progn\u00f3zis<\/strong> majd ezt a mechanizmust el\u0151revet\u00edti az id\u0151ben. Minden szakasz az el\u0151z\u0151t\u0151l f\u00fcgg: nem lehet el\u0151re jelezni egy olyan hiba j\u00f6v\u0151j\u00e9t, amelyet m\u00e9g nem neveztek meg helyesen, ez\u00e9rt a biztos diagn\u00f3zis minden megb\u00edzhat\u00f3 el\u0151rejelz\u00e9s alapja. Az eg\u00e9sz l\u00e1ncolatot olyan fel\u00fcgyeleti szabv\u00e1nyok r\u00f6gz\u00edtik, mint p\u00e9ld\u00e1ul <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/iso-13374\/\">ISO 13374<\/a>, amely a felismer\u00e9st, a diagn\u00f3zist \u00e9s a progn\u00f3zist k\u00fcl\u00f6n\u00e1ll\u00f3 adatfeldolgoz\u00e1si funkci\u00f3k\u00e9nt hat\u00e1rozza meg.<\/p>\n<h2>2. Prognosztikai m\u00f3dszerek<\/h2>\n<h3>Trend-kivet\u00edt\u00e9s<\/h3>\n<p>A leggyakoribb \u00e9s legpraktikusabb m\u00f3dszer, valamint a rutin term\u00e9szetes kiterjeszt\u00e9se <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/trend-analysis\/\">trendelemz\u00e9s<\/a>:<\/p>\n<ul>\n<li>\u00c1br\u00e1zolja az id\u0151 f\u00fcggv\u00e9ny\u00e9ben a kor\u00e1bbi rezg\u00e9si adatokat.<\/li>\n<li>H\u00fazzon trendvonalat \u2013 legyen az line\u00e1ris, exponenci\u00e1lis vagy m\u00e1s t\u00edpus\u00fa.<\/li>\n<li>Sz\u00e1m\u00edtsuk ki, mikor sz\u00f3lal meg a riaszt\u00e1s vagy mikor k\u00f6vetkezik be a hiba <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/threshold\/\">k\u00fcsz\u00f6b<\/a> \u00e1t fogj\u00e1k l\u00e9pni.<\/li>\n<li>Minden \u00faj m\u00e9r\u00e9s ut\u00e1n friss\u00edtsd az el\u0151rejelz\u00e9st.<\/li>\n<li><strong>Pontoss\u00e1g:<\/strong> m\u00e9rs\u00e9kelt (felt\u00e9telezi, hogy a tendencia folytat\u00f3dik).<\/li>\n<li><strong>K\u00f6vetelm\u00e9nyek:<\/strong> elegend\u0151 trendadat \u2013 legal\u00e1bb hat adatpont.<\/li>\n<\/ul>\n<h3>Fizikai alap\u00fa modellek<\/h3>\n<ul>\n<li>A meghib\u00e1sod\u00e1sok fizikai folyamatainak (reped\u00e9sn\u00f6veked\u00e9s, lepattogz\u00e1s-terjed\u00e9s) ismeret\u00e9n alapul.<\/li>\n<li>A modell a stressz, a ciklusok \u00e9s a k\u00f6rnyezet hat\u00e1s\u00e1ra bek\u00f6vetkez\u0151 v\u00e1ltoz\u00e1sokat j\u00f3solja meg.<\/li>\n<li>P\u00e9ld\u00e1k: a reped\u00e9sterjed\u00e9sre vonatkoz\u00f3 p\u00e1rizsi t\u00f6rv\u00e9ny, vagy <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/bearing-defects\/\">csap\u00e1gy<\/a> L10 f\u00e1rad\u00e1si \u00e9lettartam sz\u00e1m\u00edt\u00e1sok.<\/li>\n<li><strong>Pontoss\u00e1g:<\/strong> j\u00f3, ha a modell param\u00e9terei ismertek.<\/li>\n<li><strong>K\u00f6vetelm\u00e9nyek:<\/strong> r\u00e9szletes felszerelts\u00e9gi \u00e9s m\u0171k\u00f6d\u00e9si adatok.<\/li>\n<\/ul>\n<h3>Tapasztalatokon alapul\u00f3 (t\u00f6rt\u00e9neti adatok)<\/h3>\n<ul>\n<li>Hasonl\u00f3 berendez\u00e9sek kor\u00e1bbi meghib\u00e1sod\u00e1sain alapul.<\/li>\n<li>A t\u00f6rt\u00e9nelmi adatokb\u00f3l sz\u00e1rmaz\u00f3 tipikus n\u00f6veked\u00e9si \u00fctemeket veszi alapul.<\/li>\n<li>Empirikus \u00f6sszef\u00fcgg\u00e9seken alapul (rezg\u00e9sszint \u2192 meghib\u00e1sod\u00e1sig eltelt id\u0151).<\/li>\n<li><strong>Pontoss\u00e1g:<\/strong> k\u00f6zepes, \u00e9s berendez\u00e9sspecifikus.<\/li>\n<li><strong>K\u00f6vetelm\u00e9nyek:<\/strong> egy t\u00f6rt\u00e9neti hibadatb\u00e1zis.<\/li>\n<\/ul>\n<h3>Statisztika \/ G\u00e9pi tanul\u00e1s<\/h3>\n<ul>\n<li>A kor\u00e1bbi alakul\u00e1si adatok alapj\u00e1n betan\u00edtott algoritmusok.<\/li>\n<li>Mint\u00e1zatfelismer\u00e9s sz\u00e1mos hasonl\u00f3 eset alapj\u00e1n.<\/li>\n<li>Val\u00f3sz\u00edn\u0171s\u00e9gi el\u0151rejelz\u00e9seket k\u00e9sz\u00edt.<\/li>\n<li><strong>Pontoss\u00e1g:<\/strong> el\u00e9gs\u00e9ges adat\u00e1llom\u00e1ny eset\u00e9n ak\u00e1r nagyon j\u00f3 is lehet.<\/li>\n<li><strong>K\u00f6vetelm\u00e9nyek:<\/strong> egy nagy adathalmaz \u00e9s sz\u00e1m\u00edt\u00e1si er\u0151forr\u00e1sok.<\/li>\n<\/ul>\n<h2>3. A progn\u00f3zis pontoss\u00e1g\u00e1t befoly\u00e1sol\u00f3 t\u00e9nyez\u0151k<\/h2>\n<h3>Trend adatmin\u0151s\u00e9g<\/h3>\n<ul>\n<li>A t\u00f6bb adatpont pontosabb\u00e1 teszi a tendencia meghat\u00e1roz\u00e1s\u00e1t.<\/li>\n<li>A k\u00f6vetkezetes m\u00e9r\u00e9sek megb\u00edzhat\u00f3 tendenci\u00e1kat mutatnak.<\/li>\n<li>Elengedhetetlen a megfelel\u0151 id\u0151tartam\u00fa el\u0151zm\u00e9ny (legal\u00e1bb n\u00e9h\u00e1ny h\u00f3nap).<\/li>\n<li>A tiszt\u00edtott adatok, amelyekb\u0151l a kiugr\u00f3 \u00e9rt\u00e9keket kisz\u0171rt\u00e9k, megakad\u00e1lyozz\u00e1k a t\u00e9ves meredeks\u00e9geket.<\/li>\n<\/ul>\n<h3>Hibafejl\u0151d\u00e9si jellemz\u0151k<\/h3>\n<ul>\n<li><strong>El\u0151re l\u00e1that\u00f3 fejl\u0151d\u00e9s:<\/strong> k\u00f6nnyebb el\u0151re jelezni \u2013 p\u00e9ld\u00e1ul fokozatos <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/bearing-wear\/\">csap\u00e1gykop\u00e1s<\/a>.<\/li>\n<li><strong>A hiba el\u0151rehalad\u00e1s\u00e1nak felgyorsul\u00e1sa:<\/strong> harder \u2014 <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/spalling\/\">spall<\/a> a n\u00f6veked\u00e9s nagyj\u00e1b\u00f3l exponenci\u00e1lis.<\/li>\n<li><strong>Szab\u00e1lytalan lefoly\u00e1s:<\/strong> difficult \u2014 <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/looseness\/\">lazas\u00e1g<\/a> \u00e9s szakaszos <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/rubbing\/\">rubs<\/a>.<\/li>\n<li><strong>Hirtelen meghib\u00e1sod\u00e1sok:<\/strong> l\u00e9nyeg\u00e9ben kisz\u00e1m\u00edthatatlan \u2013 egy tengely elt\u00f6r\u00e9se egy <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/shaft-crack\/\">reped\u00e9s<\/a>.<\/li>\n<\/ul>\n<h3>\u00dczemi \u00e1llapot stabilit\u00e1sa<\/h3>\n<ul>\n<li>A stabil k\u00f6r\u00fclm\u00e9nyek el\u0151seg\u00edtik a megb\u00edzhat\u00f3 el\u0151rejelz\u00e9seket.<\/li>\n<li>A v\u00e1ltoz\u00f3 terhel\u00e9sek \u00e9s sebess\u00e9gek miatt a becsl\u00e9sek kev\u00e9sb\u00e9 megb\u00edzhat\u00f3k.<\/li>\n<li>A folyamatban bek\u00f6vetkez\u0151 v\u00e1ltoz\u00e1sok felgyors\u00edthatj\u00e1k vagy lass\u00edthatj\u00e1k a folyamatot.<\/li>\n<\/ul>\n<h2>4. A fennmarad\u00f3 hasznos \u00e9lettartam (RUL) becsl\u00e9se<\/h2>\n<p>A progn\u00f3zis legfontosabb eredm\u00e9nye a <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/remaining-useful-life\/\">marad\u00e9k hasznos \u00e9lettartam<\/a>: az aktu\u00e1lis \u00e1llapot \u00e9s a meghib\u00e1sod\u00e1s vagy a beavatkoz\u00e1si k\u00fcsz\u00f6b\u00e9rt\u00e9k k\u00f6z\u00f6tti id\u0151tartam.<\/p>\n<h3>Hogyan fejezik ki<\/h3>\n<ul>\n<li>\u00dczemid\u0151ben, napt\u00e1ri napokban vagy ciklusokban kifejezve, am\u00edg beavatkoz\u00e1sra nem ker\u00fcl sor.<\/li>\n<li>Folyamatosan friss\u00fcl, amint \u00faj adatok \u00e9rkeznek.<\/li>\n<li>A becsl\u00e9s val\u00f3di bizonytalans\u00e1ggal j\u00e1r.<\/li>\n<\/ul>\n<h3>Konfidenciaintervallumok<\/h3>\n<ul>\n<li>A RUL becsl\u00e9s, nem pedig t\u00e9ny.<\/li>\n<li>Legink\u00e1bb tartom\u00e1nyk\u00e9nt fejezhet\u0151 ki \u2013 p\u00e9ld\u00e1ul \u201e30\u201390 nap 90%-os megb\u00edzhat\u00f3s\u00e1ggal\u201d.<\/li>\n<li>A bizonytalans\u00e1g cs\u00f6kken, ahogy a kudarc k\u00f6zeledik, \u00e9s egyre t\u00f6bb adat gy\u0171lik \u00f6ssze.<\/li>\n<li>A konzervat\u00edv becsl\u00e9sek a k\u00f6vetkez\u0151kre alkalmazhat\u00f3k: <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/critical-machinery\/\">kritikus g\u00e9pek<\/a>.<\/li>\n<\/ul>\n<h3>Feldolgozott p\u00e9lda<\/h3>\n<ul>\n<li>2 g-es terhel\u00e9s mellett csap\u00e1gyhib\u00e1t \u00e9szleltek <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/envelope-analysis\/\">burkol\u00f3g\u00f6rbe<\/a> amplitude.<\/li>\n<li>Alakul\u00e1s az id\u0151ben: 2 g \u2192 10 g (riad\u00f3szint) egy tipikus 60 napos id\u0151szak alatt.<\/li>\n<li>Jelenlegi n\u00f6veked\u00e9si \u00fctem: hetente k\u00f6r\u00fclbel\u00fcl 0,5 g.<\/li>\n<li>El\u0151rejelz\u00e9s: a riaszt\u00e1si szint k\u00f6r\u00fclbel\u00fcl 10 h\u00e9t m\u00falva el\u00e9rhet\u0151.<\/li>\n<li>Aj\u00e1nl\u00e1s: a karbantart\u00e1st 6\u20138 h\u00e9ten bel\u00fcl v\u00e9gezz\u00e9k el.<\/li>\n<\/ul>\n<p>Ez a sz\u00e1mtani m\u0171velet \u2013 a meredeks\u00e9g illeszt\u00e9se \u00e9s a hat\u00e1r\u00e9rt\u00e9kre t\u00f6rt\u00e9n\u0151 kivet\u00edt\u00e9se \u2013 pontosan az, amit egy <a href=\"https:\/\/vibromera.eu\/hu\/calculators\/vibration-trend-remaining-life\/\">RUL-becsl\u0151 rezg\u00e9si trend alapj\u00e1n<\/a> automatiz\u00e1lja, \u00e9s az ISO 13381 szabv\u00e1nynak megfelel\u0151, form\u00e1lisabb le\u00edr\u00e1s megtal\u00e1lhat\u00f3 a <a href=\"https:\/\/vibromera.eu\/hu\/calculators\/rul-prognostics-calculator\/\">RUL prognosztikai kalkul\u00e1tor<\/a>.<\/p>\n<h2>5. Alkalmaz\u00e1sok<\/h2>\n<h3>Karbantart\u00e1si \u00fctemez\u00e9s<\/h3>\n<ul>\n<li>Tervezze meg az \u00fczemsz\u00fcnetet arra az id\u0151pontra, amikor a RUL az optim\u00e1lis id\u0151z\u00edt\u00e9st jelzi.<\/li>\n<li>Egyeztessen a gy\u00e1rt\u00e1si \u00fctemtervekkel.<\/li>\n<li>Csoportos jav\u00edt\u00e1sok a teljes le\u00e1ll\u00e1si id\u0151 minimaliz\u00e1l\u00e1sa \u00e9rdek\u00e9ben.<\/li>\n<li>Ker\u00fclje el mind a korai, mind a k\u00e9s\u0151i beavatkoz\u00e1sokat.<\/li>\n<\/ul>\n<h3>Alkatr\u00e9szkezel\u00e9s<\/h3>\n<ul>\n<li>Rendelje meg a p\u00f3talkatr\u00e9szeket a megfelel\u0151 sz\u00e1ll\u00edt\u00e1si hat\u00e1rid\u0151vel.<\/li>\n<li>Ker\u00fclje el a s\u00fcrg\u0151ss\u00e9gi d\u00edjakat.<\/li>\n<li>Cs\u00f6kkentse a biztons\u00e1gi k\u00e9szletig\u00e9nyt.<\/li>\n<li>A progn\u00f3zis alapj\u00e1n t\u00f6rt\u00e9n\u0151, pontosan id\u0151z\u00edtett ell\u00e1t\u00e1s.<\/li>\n<\/ul>\n<h3>Er\u0151forr\u00e1s-eloszt\u00e1s<\/h3>\n<ul>\n<li>Rangsorolja a t\u00f6bb leroml\u00f3 \u00e1llapot\u00fa g\u00e9p k\u00f6z\u00f6tti priorit\u00e1sokat.<\/li>\n<li>A korl\u00e1tozott er\u0151forr\u00e1sokat a legs\u00fcrget\u0151bb sz\u00fcks\u00e9gletekre ford\u00edtsuk.<\/li>\n<li>A munkaer\u0151 beoszt\u00e1s\u00e1t \u00e9s az eszk\u00f6z\u00f6k el\u0151k\u00e9sz\u00edt\u00e9s\u00e9t el\u0151re tervezz\u00e9k meg.<\/li>\n<\/ul>\n<h2>6. Kih\u00edv\u00e1sok \u00e9s korl\u00e1tok<\/h2>\n<h3>El\u0151rejelz\u00e9si bizonytalans\u00e1g<\/h3>\n<ul>\n<li>A hiba el\u0151rehalad\u00e1sa soha nem j\u00f3solhat\u00f3 meg teljesen pontosan.<\/li>\n<li>Az \u00fczemeltet\u00e9si felt\u00e9telek el\u0151zetes figyelmeztet\u00e9s n\u00e9lk\u00fcl v\u00e1ltozhatnak.<\/li>\n<li>V\u00e1ratlan gyorsul\u00e1sok b\u00e1rmikor el\u0151fordulhatnak.<\/li>\n<li>A biztons\u00e1gi tartal\u00e9kokat mindig tarts\u00e1k fenn.<\/li>\n<\/ul>\n<h3>Adatk\u00f6vetelm\u00e9nyek<\/h3>\n<ul>\n<li>Megfelel\u0151 mennyis\u00e9g\u0171 kor\u00e1bbi adatsorra van sz\u00fcks\u00e9g.<\/li>\n<li>A hiba kialakul\u00e1s\u00e1nak korai szakasz\u00e1ban a j\u00f3slatok kev\u00e9sb\u00e9 biztosak.<\/li>\n<li>Min\u00e9l t\u00f6bb adatot gy\u0171jtenek, ann\u00e1l pontosabbak lesznek.<\/li>\n<\/ul>\n<h3>T\u00f6bbsz\u00f6r\u00f6s hibam\u00f3dok<\/h3>\n<ul>\n<li>Az egyik \u00fczemm\u00f3d el\u0151re jelezhet\u0151, m\u00edg a m\u00e1sik meghib\u00e1sod\u00e1st okoz.<\/li>\n<li>Az \u00e1tfog\u00f3, t\u00f6bb param\u00e9tert figyelemmel k\u00eds\u00e9r\u0151 megfigyel\u00e9s cs\u00f6kkenti a kock\u00e1zatot.<\/li>\n<li>Minden akt\u00edv leboml\u00e1si mechanizmust egy\u00fcttesen kell figyelembe venni.<\/li>\n<\/ul>\n<h2>7. A progn\u00f3zis pontoss\u00e1g\u00e1nak jav\u00edt\u00e1sa<\/h2>\n<ul>\n<li><strong>A m\u00e9r\u00e9s gyakoris\u00e1g\u00e1nak n\u00f6vel\u00e9se:<\/strong> A t\u00f6bb adatpont \u00e9lesebb\u00e9 teszi a tendenci\u00e1t, seg\u00edt a gyorsul\u00e1s korai felismer\u00e9s\u00e9ben, \u00e9s cs\u00f6kkenti a bizonytalans\u00e1got. A <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/periodic-monitoring\/\">rendszeres ellen\u0151rz\u00e9s<\/a> A gyan\u00fas g\u00e9pen a m\u00e9r\u00e9si gyakoris\u00e1g n\u00f6vel\u00e9se gyakran a leghat\u00e9konyabb l\u00e9p\u00e9s.<\/li>\n<li><strong>T\u00f6bb param\u00e9ter haszn\u00e1lata:<\/strong> kombin\u00e1lja a rezg\u00e9st a h\u0151m\u00e9rs\u00e9klettel \u00e9s <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/oil-analysis\/\">olajelemz\u00e9s<\/a>; a meger\u0151s\u00edt\u0151 mutat\u00f3k n\u00f6velik a bizalmat, \u00e9s a k\u00fcl\u00f6nb\u00f6z\u0151 param\u00e9terek elt\u00e9r\u0151 el\u0151rejelz\u00e9si id\u0151tartammal rendelkeznek.<\/li>\n<li><strong>Folyamatosan friss\u00edtve:<\/strong> minden \u00faj m\u00e9r\u00e9skor fel\u00fcl kell vizsg\u00e1lni a progn\u00f3zist, ahelyett, hogy egyetlen korai el\u0151rejelz\u00e9sre t\u00e1maszkodn\u00e1nk, \u00e9s alkalmazkodni kell a t\u00e9nyleges lefoly\u00e1shoz.<\/li>\n<\/ul>\n<p>A gyakorlatban a progn\u00f3zis min\u0151s\u00e9ge csak annyira lehet j\u00f3, amennyire azok az adatok, amelyekre \u00e9p\u00fcl, ez\u00e9rt a m\u00e9r\u00e9si l\u00e9p\u00e9s \u00e9ppoly fontos, mint a matematikai sz\u00e1m\u00edt\u00e1sok. Egy hordozhat\u00f3, k\u00e9tcsatorn\u00e1s m\u0171szer, mint p\u00e9ld\u00e1ul a <a href=\"https:\/\/vibromera.eu\/hu\/termek\/balanset-1\/\">Balanset-1A<\/a> lehet\u0151v\u00e9 teszi a technikus sz\u00e1m\u00e1ra, hogy megism\u00e9telhet\u0151 spektrumokat r\u00f6gz\u00edtsen, \u00e9s <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/amplitude\/\">amplit\u00fad\u00f3<\/a> az egyes \u00fatvonalak ment\u00e9n v\u00e9gzett m\u00e9r\u00e9sek \u2013 azok a k\u00f6vetkezetes tendenci\u00e1k, amelyek alapj\u00e1n a fennmarad\u00f3 \u00e9lettartam hiteles becsl\u00e9se k\u00e9sz\u00fcl. A progn\u00f3zis v\u00e9gs\u0151 soron az a t\u00e9nyez\u0151, amely megk\u00fcl\u00f6nb\u00f6zteti a val\u00f3di predikt\u00edv karbantart\u00e1st a puszta <a href=\"https:\/\/vibromera.eu\/hu\/glossary\/condition-monitoring\/\">\u00e1llapotfel\u00fcgyelet<\/a>: a trendadatokb\u00f3l sz\u00e1rmaz\u00f3 meghib\u00e1sod\u00e1si id\u0151pontok el\u0151rejelz\u00e9s\u00e9vel \u00e9s a hib\u00e1k kialakul\u00e1s\u00e1nak ismeret\u00e9vel lehet\u0151v\u00e9 teszi az optim\u00e1lis id\u0151z\u00edt\u00e9st, amely maximaliz\u00e1lja a berendez\u00e9sek kihaszn\u00e1lts\u00e1g\u00e1t, mik\u00f6zben biztos\u00edtja a megb\u00edzhat\u00f3s\u00e1got.<\/p>\n<hr>\n<p><a href=\"https:\/\/vibromera.eu\/hu\/glossary\/\">\u2190 Vissza a f\u0151 tartalomjegyz\u00e9khez<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Ismerje meg a predikt\u00edv karbantart\u00e1s progn\u00f3zis\u00e1t, a rezg\u00e9si trendek alapj\u00e1n becs\u00fclje meg a fennmarad\u00f3 hasznos \u00e9lettartamot \u00e9s a meghib\u00e1sod\u00e1sig eltelt id\u0151t a karbantart\u00e1s id\u0151z\u00edt\u00e9s\u00e9nek \u00e9s tervez\u00e9s\u00e9nek optimaliz\u00e1l\u00e1sa \u00e9rdek\u00e9ben.<\/p>","protected":false},"featured_media":0,"template":"","meta":{"ai_generated_summary":"","footnotes":""},"categories":[109,110],"tags":[],"class_list":["post-202","glossary","type-glossary","status-publish","hentry","category-glossary","category-vibration-diagnostics"],"_links":{"self":[{"href":"https:\/\/vibromera.eu\/hu\/wp-json\/wp\/v2\/glossary\/202","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vibromera.eu\/hu\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/vibromera.eu\/hu\/wp-json\/wp\/v2\/types\/glossary"}],"version-history":[{"count":1,"href":"https:\/\/vibromera.eu\/hu\/wp-json\/wp\/v2\/glossary\/202\/revisions"}],"predecessor-version":[{"id":101298,"href":"https:\/\/vibromera.eu\/hu\/wp-json\/wp\/v2\/glossary\/202\/revisions\/101298"}],"wp:attachment":[{"href":"https:\/\/vibromera.eu\/hu\/wp-json\/wp\/v2\/media?parent=202"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vibromera.eu\/hu\/wp-json\/wp\/v2\/categories?post=202"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vibromera.eu\/hu\/wp-json\/wp\/v2\/tags?post=202"}],"curies":[{"name":"munkaf\u00fczet","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}