{"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\/lv\/glossary\/fault-detection\/","title":{"rendered":"Kas ir k\u013c\u016bmju noteik\u0161ana? Probl\u0113mu identific\u0113\u0161ana"},"content":{"rendered":"<h1>K\u013c\u016bmju noteik\u0161anas izpratne<\/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\/lv\/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\/lv\/product\/balanset-1\/\" title=\"Portat\u012bvais balansieris un vibr\u0101ciju analizators 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 pilns p\u0101rn\u0113s\u0101jam\u0101 balansiera un vibr\u0101ciju analizatora komplekts\" 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\/lv\/product-category\/devices\/\" rel=\"tag\">Ier\u012bces<\/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\/lv\/product\/balanset-1\/\" title=\"Portat\u012bvais balansieris un vibr\u0101ciju analizators Balanset-1A\">Portat\u012bvais balansieris un vibr\u0101ciju analizators 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> + PVN (ja piem\u0113rojams)<\/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=\"\/lv\/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=\"Pievienot grozam\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Pievienot grozam\" 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=\"\/lv\/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=\"\">Pievienot grozam<\/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\/lv\/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\/lv\/product\/vibration-sensor\/\" title=\"Vibr\u0101cijas sensors\">\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 vibr\u0101cijas sensors tuvpl\u0101n\u0101\" 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\/lv\/product-category\/parts\/\" rel=\"tag\">Da\u013cas<\/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\/lv\/product\/vibration-sensor\/\" title=\"Vibr\u0101cijas sensors\">Vibr\u0101cijas sensors<\/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> + PVN (ja piem\u0113rojams)<\/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=\"\/lv\/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=\"Pievienot grozam\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Pievienot grozam\" 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=\"\/lv\/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=\"\">Pievienot grozam<\/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\/lv\/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\/lv\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optiskais sensors (l\u0101zera tahometrs)\">\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=\"Optiskais sensors (l\u0101zera tahometrs)\" 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\/lv\/product-category\/parts\/\" rel=\"tag\">Da\u013cas<\/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\/lv\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optiskais sensors (l\u0101zera tahometrs)\">Optiskais sensors (l\u0101zera tahometrs)<\/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> + PVN (ja piem\u0113rojams)<\/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=\"\/lv\/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=\"Pievienot grozam\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Pievienot grozam\" 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=\"\/lv\/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=\"\">Pievienot grozam<\/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\/lv\/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\/lv\/product\/balanset-4\/\" title=\"balans\u0113\u0161anas komplekts-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 rotora balans\u0113\u0161anas komplekts: p\u0101rn\u0113s\u0101\u0161anas soma, daudzkan\u0101lu sign\u0101la kondicionieris, rokas analizators, magn\u0113tisk\u0101 pamatne, vibr\u0101cijas sensori un spir\u0101lveida kabe\u013ci.\" 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\/lv\/product-category\/devices\/\" rel=\"tag\">Ier\u012bces<\/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\/lv\/product\/balanset-4\/\" title=\"balans\u0113\u0161anas komplekts-4\">balans\u0113\u0161anas komplekts-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> + PVN (ja piem\u0113rojams)<\/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=\"\/lv\/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=\"Pievienot grozam\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Pievienot grozam\" 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=\"\/lv\/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=\"\">Pievienot grozam<\/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\/lv\/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\/lv\/product\/magnet-stand\/\" title=\"Magn\u0113tiskais stat\u012bvs 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=\"Magn\u0113ta pamatne.\" 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\/lv\/product-category\/parts\/\" rel=\"tag\">Da\u013cas<\/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\/lv\/product\/magnet-stand\/\" title=\"Magn\u0113tiskais stat\u012bvs Insize-60-kgf\">Magn\u0113tiskais stat\u012bvs 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> + PVN (ja piem\u0113rojams)<\/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=\"\/lv\/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=\"Pievienot grozam\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Pievienot grozam\" 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=\"\/lv\/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=\"\">Pievienot grozam<\/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\/lv\/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\/lv\/product\/reflective-tape\/\" title=\"Atstarojo\u0161\u0101 lente\">\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=\"Atstarojo\u0161\u0101 lente\" 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\/lv\/product-category\/parts\/\" rel=\"tag\">Da\u013cas<\/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\/lv\/product\/reflective-tape\/\" title=\"Atstarojo\u0161\u0101 lente\">Atstarojo\u0161\u0101 lente<\/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> + PVN (ja piem\u0113rojams)<\/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=\"\/lv\/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=\"Pievienot grozam\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Pievienot grozam\" 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=\"\/lv\/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=\"\">Pievienot grozam<\/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\/lv\/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\/lv\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinamiskais balans\u0113t\u0101js &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 komplekta saturs ar interfeisa bloku, sensoriem, tahometru un piederumiem\" 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\/lv\/product-category\/devices\/\" rel=\"tag\">Ier\u012bces<\/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\/lv\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinamiskais balans\u0113t\u0101js &quot;Balanset-1A&quot; OEM\">Dinamiskais balans\u0113t\u0101js \"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> + PVN (ja piem\u0113rojams)<\/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=\"\/lv\/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=\"Pievienot grozam\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Pievienot grozam\" 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=\"\/lv\/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=\"\">Pievienot grozam<\/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>K\u013c\u016bmju noteik\u0161ana<\/strong> ir process, kur\u0101, analiz\u0113jot uzraudz\u012btos parametrus, tiek konstat\u0113ts, ka iek\u0101rt\u0101 ir defekts vai novirze no normas \u2014 visbie\u017e\u0101k <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/vibration\/\">vibr\u0101cija<\/a>, k\u0101 ar\u012b temperat\u016bru, darb\u012bbas r\u0101d\u012bt\u0101jus, e\u013c\u013cas atliekas vai akustiskos sign\u0101lus. Tas atbild uz vienu bin\u0101ru jaut\u0101jumu \u2014 <em>\u201eVai ir k\u0101da probl\u0113ma?\u201c<\/em> \u2014 pirms anal\u012bti\u0137is p\u0101riet pie <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/diagnosis\/\">diagnoze<\/a> (konkr\u0113t\u0101s k\u013c\u016bdas noteik\u0161ana) un <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/prognosis\/\">prognoze<\/a> (prognoz\u0113jot, cik ilgi ma\u0161\u012bna v\u0113l darbosies). K\u0101 pirmais un visb\u016btisk\u0101kais solis <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/condition-based-maintenance\/\">uz st\u0101vokli balst\u012bta apkope<\/a>, tas skaidri no\u0161\u0137ir stabilas, nestabilas un sabruku\u0161as valstis, t\u0101d\u0113j\u0101di nodro\u0161inot, ka visiem turpm\u0101kajiem notikumiem ir lo\u0123isks pamats.<\/p>\n<p>Galvenais iemesls, k\u0101p\u0113c tas ir svar\u012bgi, ir sagatavo\u0161an\u0101s laiks. Efekt\u012bva k\u013c\u016bdu atkl\u0101\u0161ana br\u012bdina par probl\u0113m\u0101m jau vair\u0101kus m\u0113ne\u0161us pirms funkcion\u0101las atteices, t\u0101d\u0113j\u0101di radot nepiecie\u0161amo laiku pl\u0101notajai apkopei, deta\u013cu ieg\u0101dei un iepl\u0101notajam darb\u012bbas p\u0101rtraukumam \u2014 tas ir jebkuras <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/predictive-maintenance\/\">prognoz\u0113jo\u0161\u0101 apkope<\/a> programma. Ja probl\u0113mu atkl\u0101j p\u0101r\u0101k v\u0113lu, atkal n\u0101kas r\u012bkoties rea\u0123\u0113jo\u0161i un veikt remontu tikai tad, kad iek\u0101rta jau ir saboj\u0101jusies; ja atkl\u0101j p\u0101r\u0101k p\u0101ragri, j\u016bs apgr\u016btin\u0101s viltus trauksmes. M\u0101ksla sl\u0113pjas \u0161\u012b l\u012bdzsvara pan\u0101k\u0161an\u0101, un turpm\u0101kaj\u0101s sada\u013c\u0101s ir izkl\u0101st\u012bts, k\u0101 to dara praks\u0113.<\/p>\n<h2>1. Piecas galven\u0101s noteik\u0161anas metodes<\/h2>\n<p>Nav t\u0101das vienas metodes, kas b\u016btu piem\u0113rota vis\u0101m iek\u0101rt\u0101m vai visiem boj\u0101jumiem. Izstr\u0101d\u0101t\u0101s programmas apvieno vair\u0101kas metodes, katrai no t\u0101m piem\u012btot sav\u0101m priek\u0161roc\u012bb\u0101m un datu pras\u012bb\u0101m.<\/p>\n<h3>Sl\u0113guma p\u0101rsniegums<\/h3>\n<p>Vienk\u0101r\u0161\u0101k\u0101 un vispla\u0161\u0101k izmantot\u0101 metode ir m\u0113r\u012bjuma sal\u012bdzin\u0101\u0161ana ar iepriek\u0161 noteiktu <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/threshold\/\">slieksnis<\/a>: if the value crosses the line, a fault is declared. A familiar example is an overall vibration level around 7.1 mm\/s RMS \u2014 a value some machine-specific severity tables in the <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/iso-20816-1\/\">ISO 20816<\/a> series (formerly ISO 10816) use as a zone boundary for particular machine groups and support conditions. It is not a universal limit, though: for a real alert threshold, select the applicable ISO 20816 part for the machine at hand and combine it with baseline trends and machine criticality. Many programmes stage these limits into <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/alarm-level\/\">trauksme<\/a>, <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/warning-level\/\">br\u012bdin\u0101jums<\/a>un <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/trip-level\/\">ce\u013cojums<\/a> tiers.<\/p>\n<ul>\n<li><strong>Priek\u0161roc\u012bbas:<\/strong> viegli automatiz\u0113jams, skaidri izteikti krit\u0113riji par atbilst\u012bbu vai neatbilst\u012bbu, viegli izskaidrojams nespeci\u0101listiem.<\/li>\n<li><strong>Ierobe\u017eojumi:<\/strong> robe\u017ev\u0113rt\u012bbai j\u0101b\u016bt pareizi iestat\u012btai, un k\u013c\u016bmei j\u0101b\u016bt pietiekami lielai, lai to p\u0101rsniegtu \u2014 tas rada kav\u0113\u0161anos un var ne\u013caut paman\u012bt k\u013c\u016bmes, kas rada nelielas, bet rakstur\u012bgas paz\u012bmes.<\/li>\n<\/ul>\n<h3>Tendences novirze<\/h3>\n<p>T\u0101 viet\u0101, lai gaid\u012btu absol\u016bto robe\u017ev\u0113rt\u012bbu, \u0161\u012b metode nov\u0113ro <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/trending\/\">tendence<\/a> pats par sevi. Past\u0101v\u012bgi pieaugo\u0161s l\u012bmenis \u2014 vai, prec\u012bz\u0101k sakot, p\u0113k\u0161\u0146a izmai\u0146a <em>likme<\/em> pieauguma \u2014 nor\u0101da uz veidojo\u0161os k\u013c\u016bdu jau ilgi pirms tiek sasniegta k\u0101da noteikt\u0101 robe\u017ev\u0113rt\u012bba. T\u0101 k\u0101 par atsauci tiek izmantota pa\u0161a datora v\u0113sture, \u0161\u012b metode p\u0113c b\u016bt\u012bbas ir specifiska konkr\u0113tajam datoram un \u013cauj probl\u0113mas atkl\u0101t agr\u012bn\u0101 stadij\u0101. T\u0101s vien\u012bg\u0101 re\u0101l\u0101 pras\u012bba ir datu kopums <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/baseline-data\/\">b\u0101zes dati<\/a> pret kuru var nov\u0113rt\u0113t novirzi.<\/p>\n<h3>Spektr\u0101lo anom\u0101liju noteik\u0161ana<\/h3>\n<p>Frekvences izp\u0113te <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/spectrum\/\">spektrs<\/a> atkl\u0101j ne tikai <em>ka<\/em> kaut kas main\u012bj\u0101s, bet <em>kas<\/em>. Jaunas virsotnes pie <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/bearing-fault-frequencies\/\">gult\u0146u defektu frekvences<\/a>, eso\u0161ie virsotnes augot <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/amplitude\/\">amplit\u016bda<\/a>, vai ar\u012b par\u0101d\u012b\u0161an\u0101s <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/sidebands\/\">s\u0101nu joslas<\/a> un <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/harmonics\/\">harmonikas<\/a> katrs punkts nor\u0101da uz konkr\u0113tu defektu veidu. \u0160\u012b specifiskums ir t\u0101s liel\u0101 priek\u0161roc\u012bba, lai gan tas prasa re\u0101las spektr\u0101l\u0101s anal\u012bzes iesp\u0113jas un uzticamu b\u0101zes spektru kopumu sal\u012bdzin\u0101\u0161anai.<\/p>\n<h3>Statistikas metodes<\/h3>\n<p>Statistisk\u0101 noteik\u0161ana atz\u012bm\u0113 v\u0113rt\u012bbas, kas neatbilst norm\u0101lam vesel\u012bgas darb\u012bbas sadal\u012bjumam \u2014 piem\u0113ram, jebkuru r\u0101d\u012bjumu, kas p\u0101rsniedz vid\u0113jo v\u0113rt\u012bbu plus tr\u012bs standarta novirzes, vai kontroldiagrammas robe\u017eu p\u0101rk\u0101pumu. \u0145emot v\u0113r\u0101 re\u0101lo m\u0113r\u012bjumu dabisko izkliedi, \u0161\u012bs metodes samazina nevajadz\u012bgos trauksmes sign\u0101lus, ta\u010du t\u0101m ir nepiecie\u0161ams pietiekams parauga apjoms, lai ticami raksturotu \u201enorm\u0101lo\u201d.<\/p>\n<h3>Mode\u013cu atpaz\u012b\u0161ana un ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s<\/h3>\n<p>Vissare\u017e\u0123\u012bt\u0101kie algoritmi \u2014 tostarp neironu t\u012bkli \u2014 apm\u0101ca sist\u0113mu, izmantojot pareizus un k\u013c\u016bdainus parakstus, t\u0101d\u0113j\u0101di \u013caujot autom\u0101tiski atkl\u0101t smalkas sakar\u012bbas, kuras fiks\u0113tiem noteikumiem paliek nepaman\u012btas. Kompromiss \u0161aj\u0101 gad\u012bjum\u0101 ir nepiecie\u0161am\u012bba p\u0113c iev\u0113rojama apjoma mar\u0137\u0113tu apm\u0101c\u012bbas datu un apr\u0113\u0137inu resursiem mode\u013cu darb\u012bbai.<\/p>\n<h2>2. Detekt\u0113\u0161anas efektivit\u0101tes nov\u0113rt\u0113\u0161ana<\/h2>\n<p>Detekt\u0113\u0161anas sist\u0113mas efektivit\u0101ti nosaka t\u0101s tr\u0101p\u012bjumu r\u0101d\u012bt\u0101js un k\u013c\u016bdaino trauksmju r\u0101d\u012bt\u0101js. \u010cetri r\u0101d\u012bt\u0101ji, kas aizg\u016bti no klasifik\u0101cijas teorijas, kvantitat\u012bvi raksturo sist\u0113mas darb\u012bbas efektivit\u0101ti.<\/p>\n<ul>\n<li><strong>Jut\u012bba (patiesu pozit\u012bvo rezult\u0101tu \u012bpatsvars):<\/strong> faktiski atkl\u0101to re\u0101lo k\u013c\u016bdu \u012bpatsvars \u2014 patiesie pozit\u012bvie rezult\u0101ti \/ (patiesie pozit\u012bvie rezult\u0101ti + viltus negat\u012bvie rezult\u0101ti). Labi noregul\u0113ta programma sasniedz r\u0101d\u012bt\u0101ju virs 90\u201395 %; augst\u0101ka jut\u012bba noz\u012bm\u0113 maz\u0101k nepaman\u012btu k\u013c\u016bdu.<\/li>\n<li><strong>Specifiskums (patiesu negat\u012bvo rezult\u0101tu \u012bpatsvars):<\/strong> pareizi atz\u012bto nevain\u012bgo ier\u012b\u010du \u012bpatsvars \u2014 patiesi negat\u012bvie rezult\u0101ti \/ (patiesi negat\u012bvie rezult\u0101ti + k\u013c\u016bdaini pozit\u012bvie rezult\u0101ti). Ar\u012b \u0161aj\u0101 gad\u012bjum\u0101 m\u0113r\u0137is ir 90\u201395 %; augst\u0101ka specifiskums noz\u012bm\u0113 maz\u0101k k\u013c\u016bdainu trauksmju.<\/li>\n<li><strong>Viltus trauksmju skaits:<\/strong> to br\u012bdin\u0101jumu \u012bpatsvars, kas izr\u0101d\u0101s nepamatoti, ide\u0101l\u0101 gad\u012bjum\u0101 b\u016btu j\u0101saglab\u0101 zem 5\u201310 %. Augsts r\u0101d\u012bt\u0101js rada <em>alarm fatigue<\/em>, pak\u0101peniska uztic\u012bbas zuduma d\u0113\u013c tehni\u0137i s\u0101k ignor\u0113t br\u012bdin\u0101jumus \u2014 un tas tie\u0161i ietekm\u0113 jut\u012bgumu.<\/li>\n<li><strong>Atkl\u0101\u0161anas laiks:<\/strong> laika periods no pirm\u0101s konstat\u0113\u0161anas l\u012bdz darb\u012bbas trauc\u0113jumiem. Jo tas ir gar\u0101ks, jo lab\u0101k, jo tas dod laiku pl\u0101no\u0161anai. Gult\u0146u defektiem, kurus atkl\u0101j p\u0113c vibr\u0101cijas, \u0161is periods parasti ir no da\u017e\u0101m ned\u0113\u013c\u0101m l\u012bdz vair\u0101kiem m\u0113ne\u0161iem, un metodei ir noz\u012bme: <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/envelope-analysis\/\">aploksnes anal\u012bze<\/a> regul\u0101ri atkl\u0101j s\u0101kotn\u0113jus gult\u0146u boj\u0101jumus daudz agr\u0101k nek\u0101, izmantojot tikai visp\u0101r\u0113jo uzraudz\u012bbu.<\/li>\n<\/ul>\n<h2>3. Praktisk\u0101s gr\u016bt\u012bbas<\/h2>\n<p>Re\u0101l\u0101s iek\u0101rtas reti darbojas tik prec\u012bzi k\u0101 m\u0101c\u012bbu gr\u0101mat\u0101s aprakst\u012bts, un ir tr\u012bs situ\u0101cijas, kas regul\u0101ri apgr\u016btina to atkl\u0101\u0161anu.<\/p>\n<ul>\n<li><strong>L\u012bdzsvars starp agr\u012bnu un k\u013c\u016bdainu atkl\u0101\u0161anu:<\/strong> cen\u0161oties pan\u0101kt iesp\u0113jami agr\u0101ko br\u012bdin\u0101jumu, neizb\u0113gami rodas viltus trauksmes, savuk\u0101rt, gaidot nep\u0101rprotamu sign\u0101lu, tiek zaud\u0113ts laiks, kas nepiecie\u0161ams r\u012bc\u012bbai. Parasti \u0161o probl\u0113mu risina, izmantojot daudzpak\u0101pju br\u012bdin\u0101jumu sist\u0113mu un p\u0101rbaudot vair\u0101kus parametrus, pirms tiek pie\u0146emts l\u0113mums par izsaukumu.<\/li>\n<li><strong>P\u0101rtrauktas k\u013c\u016bdas:<\/strong> probl\u0113mas, kas par\u0101d\u0101s un paz\u016bd, periodiskas mar\u0161ruta p\u0101rbaudes laik\u0101 var palikt zem sliek\u0161\u0146a. To atkl\u0101\u0161anai ir nepiecie\u0161ams <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/continuous-monitoring\/\">nep\u0101rtraukta uzraudz\u012bba<\/a> vai <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/peak-hold\/\">maksimuma aiztur\u0113\u0161ana<\/a> m\u0113r\u012bjums, kas saglab\u0101 visslikt\u0101ko br\u012bdi.<\/li>\n<li><strong>Vair\u0101ki vienlaic\u012bgi k\u013c\u016bdas gad\u012bjumi:<\/strong> ja vienlaikus rodas vair\u0101ki defekti, tie var savstarp\u0113ji mask\u0113t viens otru vibr\u0101cijas sign\u0101l\u0101, t\u0101p\u0113c to at\u0161\u0137ir\u0161anai ir nepiecie\u0161ama vispus\u012bga, daudzmeto\u017eu anal\u012bze.<\/li>\n<\/ul>\n<h2>4. K\u013c\u016bdu apstiprin\u0101\u0161ana, izmantojot vair\u0101kus parametrus<\/h2>\n<p>Divu vai vair\u0101ku neatkar\u012bgu r\u0101d\u012bt\u0101ju sal\u012bdzin\u0101\u0161ana iev\u0113rojami samazina k\u013c\u016bdainu tr\u016bkumu konstat\u0113\u0161anu, jo re\u0101ls defekts parasti par\u0101d\u0101s vair\u0101k\u0101s viet\u0101s vienlaikus.<\/p>\n<ul>\n<li><strong>Vibr\u0101cija un temperat\u016bra kop\u0101:<\/strong> ja abi r\u0101d\u012bt\u0101ji palielin\u0101s, tas liecina par gult\u0146u probl\u0113mu; savuk\u0101rt, ja nov\u0113ro tikai vibr\u0101ciju, tas nor\u0101da uz meh\u0101nisku c\u0113loni, piem\u0113ram, <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/unbalance\/\">nel\u012bdzsvarot\u012bba<\/a> vai <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/misalignment\/\">v\u0101rpstu nesakrit\u012bba<\/a>; jau pati temperat\u016bra liecina par e\u013c\u013co\u0161anas vai berzes probl\u0113mu.<\/li>\n<li><strong>Daudzi vibr\u0101cijas parametri:<\/strong> kop\u0113j\u0101 vibr\u0101cijas l\u012bme\u0146a pieaugums kop\u0101 ar konkr\u0113tas frekvences par\u0101d\u012b\u0161anos liecina par gult\u0146a defektu daudz dro\u0161\u0101k nek\u0101 katrs no \u0161iem simptomiem atsevi\u0161\u0137i.<\/li>\n<\/ul>\n<h2>5. Autom\u0101tisk\u0101, manu\u0101l\u0101 un hibr\u012bd\u0101 atkl\u0101\u0161ana<\/h2>\n<p>Atkl\u0101\u0161anu var veikt ar programmat\u016bras pal\u012bdz\u012bbu, ar eksperta pal\u012bdz\u012bbu vai \u2014 vislab\u0101k \u2014 abiem sadarbojoties.<\/p>\n<ul>\n<li><strong>Autom\u0101tiska noteik\u0161ana<\/strong> ir \u0101tra, konsekventa un darbojas nep\u0101rtraukti, izmantojot sliek\u0161\u0146a p\u0101rbaudes, statistiskos algoritmus un ma\u0161\u012bnm\u0101c\u012b\u0161anos. T\u0101s tr\u016bkums ir tas, ka t\u0101 var nepaman\u012bt smalkas probl\u0113mas un reiz\u0113m rea\u0123\u0113t uz troksni.<\/li>\n<li><strong>Manu\u0101l\u0101 (ekspertu) noteik\u0161ana<\/strong> nodro\u0161ina cilv\u0113ka spriedumu, konteksta izpratni un apm\u0101c\u012btu mode\u013cu atpaz\u012b\u0161anu spektra anal\u012bz\u0113 un vi\u013c\u0146u formas p\u0101rbaud\u0113. Tom\u0113r \u0161is process ir laikietilp\u012bgs, gr\u016bti m\u0113rogojams un atkar\u012bgs no retas specializ\u0101cijas zin\u0101\u0161an\u0101m \u2014 t\u0101das, kas sertific\u0113tas saska\u0146\u0101 ar <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/iso-18436-2\/\">ISO 18436-2<\/a>.<\/li>\n<li><strong>Hibr\u012bd\u0101 pieeja<\/strong> - visa iek\u0101rtu parka automatiz\u0113ta p\u0101rbaude, kur\u0101 atkl\u0101tie iz\u0146\u0113mumi tiek izv\u0113rt\u0113ti ar ekspertu pal\u012bdz\u012bbu - apvieno efektivit\u0101ti ar precizit\u0101ti un ir standarts labi att\u012bst\u012bt\u0101s programm\u0101s.<\/li>\n<\/ul>\n<h3>Kur piem\u0113roti lauka m\u0113rinstrumenti<\/h3>\n<p>Ja skr\u012bninga r\u012bks nor\u0101da uz probl\u0113mu, parasti n\u0101kamais solis ir veikt detaliz\u0113t\u0101ku m\u0113r\u012bjumu pie iek\u0101rtas. P\u0101rn\u0113s\u0101jams divkan\u0101lu analizators, piem\u0113ram, <a href=\"https:\/\/vibromera.eu\/lv\/produkts\/balansesanas-komplekts-1\/\">Balanset-1A<\/a> \u013cauj tehni\u0137im pieiet pie aizdom\u012bg\u0101s iek\u0101rtas, uz\u0146emt augstas iz\u0161\u0137irtsp\u0113jas spektru un <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/time-waveform\/\">laika vi\u013c\u0146a forma<\/a>, k\u0101 ar\u012b p\u0101rliecin\u0101ties, vai trauksme liecina par re\u0101lu defektu \u2014 un, ja \u0161is defekts ir nel\u012bdzsvarot\u012bba, to uz vietas nov\u0113rst, izmantojot <a href=\"https:\/\/vibromera.eu\/lv\/glossary\/lauka-lidzsvarosana\/\">lauka balans\u0113\u0161ana<\/a> neizjaucot iek\u0101rtu. \u0160is cie\u0161ais cikls no probl\u0113mas atkl\u0101\u0161anas l\u012bdz apstiprin\u0101\u0161anai un nov\u0113r\u0161anai ir tie\u0161i tas, ko paredz\u0113ts nodro\u0161in\u0101t ar hibr\u012bda programmu.<\/p>\n<p>K\u013c\u016bdu noteik\u0161ana ir pamatfunkcija, kas padara iesp\u0113jamu prevent\u012bvo apkopi, savlaic\u012bgi atkl\u0101jot veidojo\u0161\u0101s probl\u0113mas, lai var\u0113tu t\u0101s iek\u013caut pl\u0101no\u0161an\u0101. Ja to veic pareizi \u2014 izmantojot atbilsto\u0161u noteik\u0161anas meto\u017eu kombin\u0101ciju, r\u016bp\u012bgi noteiktas robe\u017ev\u0113rt\u012bbas un apzin\u0101ti pan\u0101kot l\u012bdzsvaru starp jut\u012bbu un specifiskumu \u2014, t\u0101 sniedz agr\u012bnus br\u012bdin\u0101jumus, kas \u013cauj iek\u0101rt\u0101m turpin\u0101t darboties, vienlaikus samazinot gan apkopes izmaksas, gan katastrof\u0101las av\u0101rijas risku.<\/p>\n<hr>\n<p><a href=\"https:\/\/vibromera.eu\/lv\/glossary\/\">\u2190 Atpaka\u013c uz galveno indeksu<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Uzziniet par defektu noteik\u0161anu ma\u0161\u012bnu diagnostik\u0101 \u2014 procesu, kur\u0101, izmantojot vibr\u0101cijas anal\u012bzi, tiek identific\u0113ti jaunveidojo\u0161i defekti, pirms tie rada funkcion\u0101las k\u013c\u016bmes.<\/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\/lv\/wp-json\/wp\/v2\/glossary\/117","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vibromera.eu\/lv\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/vibromera.eu\/lv\/wp-json\/wp\/v2\/types\/glossary"}],"version-history":[{"count":2,"href":"https:\/\/vibromera.eu\/lv\/wp-json\/wp\/v2\/glossary\/117\/revisions"}],"predecessor-version":[{"id":102175,"href":"https:\/\/vibromera.eu\/lv\/wp-json\/wp\/v2\/glossary\/117\/revisions\/102175"}],"wp:attachment":[{"href":"https:\/\/vibromera.eu\/lv\/wp-json\/wp\/v2\/media?parent=117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vibromera.eu\/lv\/wp-json\/wp\/v2\/categories?post=117"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vibromera.eu\/lv\/wp-json\/wp\/v2\/tags?post=117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}