{"id":280,"date":"2025-10-31T00:25:51","date_gmt":"2025-10-31T00:25:51","guid":{"rendered":"https:\/\/vibromera.eu\/glossary\/trend-analysis\/"},"modified":"2026-05-23T22:46:19","modified_gmt":"2026-05-23T22:46:19","slug":"trend-analysis","status":"publish","type":"glossary","link":"https:\/\/vibromera.eu\/lt\/glossary\/trend-analysis\/","title":{"rendered":"Kas yra tendencij\u0173 analiz\u0117? Vibracijos duomen\u0173 interpretavimas"},"content":{"rendered":"<h1>Tendencij\u0173 analiz\u0117s supratimas<\/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\/lt\/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\/lt\/product\/balanset-1\/\" title=\"Ne\u0161iojamas balansavimo \u012frenginys ir vibracijos analizatorius 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 pilno komplekto ne\u0161iojamas balansavimo \u012frenginys ir vibracijos analizatorius\" 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\/lt\/product-category\/devices\/\" rel=\"tag\">\u012erenginiai<\/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\/lt\/product\/balanset-1\/\" title=\"Ne\u0161iojamas balansavimo \u012frenginys ir vibracijos analizatorius Balanset-1A\">Ne\u0161iojamas balansavimo \u012frenginys ir vibracijos analizatorius 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\">&euro;<\/span>1,975.00<\/span> + PVM (jei taikoma)<\/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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\u012e krep\u0161el\u012f\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"\u012e krep\u0161el\u012f\" 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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\">\u012e krep\u0161el\u012f<\/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\/lt\/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\/lt\/product\/vibration-sensor\/\" title=\"Vibracijos jutiklis\">\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=\"&quot;Balanset-1A&quot; vibracijos jutiklis stambiu planu\" 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\/lt\/product-category\/parts\/\" rel=\"tag\">Dalys<\/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\/lt\/product\/vibration-sensor\/\" title=\"Vibracijos jutiklis\">Vibracijos jutiklis<\/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\">&euro;<\/span>90.00<\/span> + PVM (jei taikoma)<\/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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\u012e krep\u0161el\u012f\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"\u012e krep\u0161el\u012f\" 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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\">\u012e krep\u0161el\u012f<\/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\/lt\/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\/lt\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optinis jutiklis (lazerinis tachometras)\">\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=\"Optinis jutiklis (lazerinis tachometras)\" 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\/lt\/product-category\/parts\/\" rel=\"tag\">Dalys<\/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\/lt\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optinis jutiklis (lazerinis tachometras)\">Optinis jutiklis (lazerinis tachometras)<\/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\">&euro;<\/span>124.00<\/span> + PVM (jei taikoma)<\/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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\u012e krep\u0161el\u012f\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"\u012e krep\u0161el\u012f\" 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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\">\u012e krep\u0161el\u012f<\/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\/lt\/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\/lt\/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 rotoriaus balansavimo rinkinys: ne\u0161iojimo d\u0117klas, daugiakanalis signalo kondicionierius, rankinis analizatorius, magnetinis pagrindas, vibracijos jutikliai ir susukti kabeliai.\" 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\/lt\/product-category\/devices\/\" rel=\"tag\">\u012erenginiai<\/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\/lt\/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\">&euro;<\/span>6,803.00<\/span> + PVM (jei taikoma)<\/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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\u012e krep\u0161el\u012f\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"\u012e krep\u0161el\u012f\" 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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\">\u012e krep\u0161el\u012f<\/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\/lt\/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\/lt\/product\/magnet-stand\/\" title=\"Magnetinis stovas 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=\"Magneto pagrindas.\" 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\/lt\/product-category\/parts\/\" rel=\"tag\">Dalys<\/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\/lt\/product\/magnet-stand\/\" title=\"Magnetinis stovas Insize-60-kgf\">Magnetinis stovas 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\">&euro;<\/span>46.00<\/span> + PVM (jei taikoma)<\/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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\u012e krep\u0161el\u012f\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"\u012e krep\u0161el\u012f\" 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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\">\u012e krep\u0161el\u012f<\/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\/lt\/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\/lt\/product\/reflective-tape\/\" title=\"Atspindinti juosta\">\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=\"Atspindinti juosta\" 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\/lt\/product-category\/parts\/\" rel=\"tag\">Dalys<\/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\/lt\/product\/reflective-tape\/\" title=\"Atspindinti juosta\">Atspindinti juosta<\/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\">&euro;<\/span>10.00<\/span> + PVM (jei taikoma)<\/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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\u012e krep\u0161el\u012f\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"\u012e krep\u0161el\u012f\" 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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\">\u012e krep\u0161el\u012f<\/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\/lt\/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\/lt\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinaminis balansavimo \u012frenginys &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=\"&quot;Balanset-1A&quot; rinkinio turinys su s\u0105sajos bloku, jutikliais, tachometru ir priedais\" 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\/lt\/product-category\/devices\/\" rel=\"tag\">\u012erenginiai<\/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\/lt\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinaminis balansavimo \u012frenginys &quot;Balanset-1A&quot; OEM\">Dinaminis balansavimo \u012frenginys \"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\">&euro;<\/span>1,735.00<\/span> + PVM (jei taikoma)<\/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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\u012e krep\u0161el\u012f\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"\u012e krep\u0161el\u012f\" 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=\"\/lt\/wp-json\/wp\/v2\/glossary\/280?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=\"\">\u012e krep\u0161el\u012f<\/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>Tendencij\u0173 analiz\u0117<\/strong> yra sistemingas ai\u0161kinimas <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/trending\/\">tendencija<\/a> <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/vibration\/\">vibracija<\/a> duomenis, kad b\u016bt\u0173 galima nustatyti d\u0117sningumus, \u012fvertinti poky\u010di\u0173 greit\u012f, numatyti b\u016bsim\u0105 elgsen\u0105 ir priimti pagr\u012fstus prie\u017ei\u016bros sprendimus. Skirtumas yra svarbus: tendencijos - tai matavim\u0173 rinkimas ir grafik\u0173 brai\u017eymas laike, o tendencij\u0173 analiz\u0117 - tai analitinis \u017eingsnis, kuriuo i\u0161 \u0161i\u0173 grafik\u0173 i\u0161gaunama prasm\u0117 - sprend\u017eiama, ar pokytis yra reik\u0161mingas, k\u0105 jis sako apie ma\u0161inos b\u016bkl\u0119 ir k\u0105 su juo daryti.<\/p>\n<p>Gerai atlikta tendencij\u0173 analiz\u0117 paver\u010dia neapdorotus skai\u010dius naudingais duomenimis ir yra pagrindas <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/predictive-maintenance\/\">nusp\u0117jamoji prie\u017ei\u016bra<\/a> strategija, kuri padidina patikimum\u0105, kontroliuoja i\u0161laidas ir padeda i\u0161vengti gedim\u0173. Ji remiasi dviem \u012fg\u016bd\u017ei\u0173 rinkiniais: techniniu ma\u0161in\u0173 gedim\u0173 supratimu ir statistiniu vertinimu, reikalingu duomen\u0173 modeliams perskaityti, kad j\u0173 neapgaut\u0173 triuk\u0161mas. Tai yra analitin\u0117 bet kokio <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/condition-based-maintenance\/\">b\u016bkl\u0117s pagrindu atliekama prie\u017ei\u016bra<\/a> programa.<\/p>\n<h2>1. Vizualinis \u0161ablon\u0173 atpa\u017einimas<\/h2>\n<p>Tendencij\u0173 analiz\u0117s pagrindas yra duomen\u0173 formos atpa\u017einimas. Keletas kanonini\u0173 modeli\u0173 apima daugum\u0105 reali\u0173 ma\u0161in\u0173.<\/p>\n<ul>\n<li><strong>Stabilus modelis:<\/strong> ta\u0161kai susitelkia aplink pastovi\u0105 vert\u0119 su atsitiktine \u00b110-20% sklaida. Tai rodo, kad b\u016bkl\u0117 yra sveika ir stabili, tod\u0117l teisinga t\u0119sti \u012fprast\u0105 steb\u0117sen\u0105.<\/li>\n<li><strong>Linijin\u0117 did\u0117jimo tendencija:<\/strong> nuolat did\u0117ja ma\u017edaug pastoviu grei\u010diu - tai klasikinis laipsni\u0161ko nusid\u0117v\u0117jimo ar irimo po\u017eymis. Nuolyd\u012f galima ekstrapoliuoti ir apskai\u010diuoti, kada lygis pasieks <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/alarm-level\/\">aliarmo riba<\/a>, ir tam langui planuojama technin\u0117 prie\u017ei\u016bra.<\/li>\n<li><strong>Eksponentinis augimas:<\/strong> did\u0117jan\u010diu grei\u010diu did\u0117jantis, \u012f vir\u0161\u0173 kylantis plotis - paprastai aktyvus l\u016b\u017eio plitimas, pvz., did\u0117jantis \u012ftr\u016bkimas ar i\u0161linkimas. Gedimas gali b\u016bti nei\u0161vengiamas, tod\u0117l reikia skubiai \u012fsiki\u0161ti ir grie\u017e\u010diau steb\u0117ti.<\/li>\n<li><strong>\u017dingsni\u0173 keitimas:<\/strong> staigus dviej\u0173 rodmen\u0173 \u0161uolis, rodantis, kad \u012fvyko atskiras \u012fvykis. Pirmoji u\u017eduotis - rasti prie\u017east\u012f - tikr\u0105 gedim\u0105, veiklos pokyt\u012f ar tiesiog matavimo klaid\u0105 - ir veikti pagal nauj\u0105 lyg\u012f.<\/li>\n<\/ul>\n<h2>2. Statistiniai ir kiekybiniai metodai<\/h2>\n<h3>Vidurkis ir standartinis nuokrypis<\/h3>\n<p>Apskai\u010diuojant vidutin\u012f lyg\u012f per tendencijos laikotarp\u012f ir jo standartin\u012f nuokryp\u012f, apib\u016bdinama ir centrin\u0117 vert\u0117, ir kintamumas. Didelis standartinis nuokrypis rodo nestabil\u0173 veikim\u0105, o kontrolin\u0117s diagramos m\u0105stymas - \u017eym\u0117jimas, kai vir\u0161ijama \u00b12\u03c3 arba \u00b13\u03c3 - suteikia pagr\u012fst\u0105 pagrind\u0105 kelti pavojaus signal\u0105 remiantis statistiniais duomenimis, o ne nuojauta.<\/p>\n<h3>Tiesin\u0117 regresija<\/h3>\n<p>Pritaikant ties\u0119 duomenims, poky\u010dio greitis \u012fvertinamas kaip nuolydis, o R\u00b2 reik\u0161m\u0117 parodo, kaip gerai \u0161i ties\u0117 i\u0161 tikr\u0173j\u0173 atitinka duomenis, t. y. kiek stipri ir patikima yra tendencija. Prognozuojant ties\u0119 \u012f ateit\u012f, gaunamas pirmasis b\u016bsim\u0173 ver\u010di\u0173 \u012fvertis, kuris yra paprastas pagrindas <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/threshold\/\">slenks\u010diu<\/a>-kry\u017eminimo prognoz\u0117.<\/p>\n<h3>Kreiv\u0117s priderinimas<\/h3>\n<p>Kai augimas yra netiesinis, eksponentinis, polinominis arba logaritminis atitikmuo duomenis apib\u016bdina geriau nei ties\u0117 ir leid\u017eia tiksliau prognozuoti greit\u0117jan\u010dius gedimus, kai tiesin\u0117 ekstrapoliacija pavojingai nuvertint\u0173 tai, kaip greitai bus pasiekta riba.<\/p>\n<h3>Poky\u010di\u0173 grei\u010dio analiz\u0117<\/h3>\n<p>Stebint pokyt\u012f per laiko vienet\u0105, pavyzd\u017eiui, mm\/s per m\u0117nes\u012f, ir lyginant dabartin\u012f rodikl\u012f su ankstesniais rodikliais, galima tiesiogiai nustatyti pagreit\u012f. Spart\u0117jantis tempas savaime \u012fsp\u0117ja, tod\u0117l da\u017enai yra protinga \u012fsp\u0117ti apie pernelyg didel\u012f poky\u010dio temp\u0105, net jei absoliutin\u0117 vert\u0117 vis dar nedidel\u0117.<\/p>\n<h2>3. Lyginamoji analiz\u0117<\/h2>\n<p>Skai\u010diai \u012fgauna prasm\u0119 d\u0117l palyginimo. Matuojant procentin\u012f padid\u0117jim\u0105, palyginti su saugoma <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/baseline\/\">pradin\u0117 vert\u0117<\/a> parodo, kiek ma\u0161ina nukrypo nuo \u017einomos geros b\u016bsenos. Lyginant ma\u0161in\u0105 su pana\u0161iais \u012frenginiais, galima atsakyti, ar tam tikras lygis yra normalus tam tipui; lyginant skirtingus matavimo ta\u0161kus nustatoma, kuris guolis yra blogesnis, o lyginant skirtingus parametrus - bendr\u0105 lyg\u012f ir konkret\u0173 <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/spectrum\/\">spektro<\/a> pavyzd\u017eiui, komponentai - padeda nustatyti atsirandan\u010dio gedimo viet\u0105. Kiekvienas palyginimas suteikia papildom\u0105 aspekt\u0105, kurio vien tik pirmin\u0117 tendencija negali suteikti.<\/p>\n<h2>4. Gedim\u0173 prognozavimo metodai<\/h2>\n<h3>Slenks\u010dio kirtimo prognozavimas<\/h3>\n<p>Tiesiogin\u0117s prognoz\u0117s metu ekstrapoliuojama nustatyta tendencija \u012f ateit\u012f ir nustatoma, kada prognozuojama, kad ji per\u017eengs pavojaus slenkst\u012f. \u0160i data suteikia laiko planavimui ir tur\u0117t\u0173 b\u016bti atnaujinama po kiekvieno naujo matavimo, kad art\u0117jant gedimui prognoz\u0117 b\u016bt\u0173 grie\u017etesn\u0117.<\/p>\n<h3>P-F intervalo \u012fvertinimas<\/h3>\n<p>P-F intervalas - tai laikas nuo pirmojo aptinkamo galimo gedimo po\u017eymio (P) iki funkcinio gedimo (F). Pana\u0161i\u0173 gedim\u0173 istoriniai duomenys, \u012fvertinti pagal dabartin\u012f tendencijos nuolyd\u012f ir pakoreguoti atsi\u017evelgiant \u012f gedimo tip\u0105 ir sunkum\u0105, leid\u017eia analitikui \u012fvertinti, kiek laiko dar liko iki \u0161io intervalo pabaigos.<\/p>\n<h3>Lik\u0119s naudingo tarnavimo laikas (RUL)<\/h3>\n<p>Derinant tendencijos prognoz\u0119 su atitinkamomis pavojaus ribomis, gaunamas \u012fvertis <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/remaining-useful-life\/\">lik\u0119s naudingo tarnavimo laikas<\/a> - laik\u0105, kol prireiks technin\u0117s prie\u017ei\u016bros. Nuolat atnaujinama planavimo \u012fvestis yra vienas vertingiausi\u0173 visos veiklos rezultat\u0173, o specialus <a href=\"https:\/\/vibromera.eu\/lt\/calculators\/vibration-trend-remaining-life\/\">RUL \u012fvertinimas pagal vibracijos tendencij\u0105<\/a> gali per kelias sekundes nuolyd\u012f ir rib\u0105 paversti prognozuojama data.<\/p>\n<h2>5. Bendri i\u0161\u0161\u016bkiai<\/h2>\n<h3>Duomen\u0173 kokyb\u0117s klausimai<\/h3>\n<ul>\n<li><strong>I\u0161skirtiniai duomenys:<\/strong> klaidingus ta\u0161kus d\u0117l matavimo paklaid\u0173, kurios i\u0161kreipia atitikim\u0105, jei n\u0117ra atrinktos.<\/li>\n<li><strong>Tr\u016bkstami duomenys:<\/strong> istorijos sprag\u0173, kurios susilpnina bet koki\u0105 projekcij\u0105.<\/li>\n<li><strong>Nenuoseklios s\u0105lygos:<\/strong> rodmenys, gauti esant skirtingoms apkrovoms ar grei\u010diams, kurie i\u0161 tikr\u0173j\u0173 n\u0117ra palyginami.<\/li>\n<li><strong>Jutiklio poky\u010diai:<\/strong> kito tipo keitikl\u012f arba <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/mounting\/\">montavimas<\/a> vieta, esanti tendencijos viduryje, kurioje \u012fvedamas dirbtinis \u017eingsnis.<\/li>\n<\/ul>\n<h3>Vertimo \u017eod\u017eiu i\u0161\u0161\u016bkiai<\/h3>\n<ul>\n<li><strong>Didelis kintamumas:<\/strong> tikros tendencijos, pasl\u0117ptos triuk\u0161minguose duomenyse.<\/li>\n<li><strong>Trumpa istorija:<\/strong> per ma\u017eai ta\u0161k\u0173, kad b\u016bt\u0173 galima patikimai prognozuoti.<\/li>\n<li><strong>Keli pakeitimai vienu metu:<\/strong> sunkiai atskiriami persidengiantys poveikiai, pvz. <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/unbalance\/\">disbalansas<\/a> atsiranda tuo pa\u010diu metu kaip ir guolio gedimas.<\/li>\n<li><strong>Netiesin\u0117 charakteristika:<\/strong> defektai, kurie papras\u010diausiai nevyksta tvarkingai ir nusp\u0117jamai.<\/li>\n<\/ul>\n<h2>6. \u012erankiai ir programin\u0117 \u012franga<\/h2>\n<p>\u0160iuolaikinis <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/vibration-analyzer\/\">vibracijos analiz\u0117s programin\u0117 \u012franga<\/a> automatizuota tendencij\u0173 ir grafik\u0173 sudarymo funkcija, \u012fdiegtos statistin\u0117s priemon\u0117s, valdomi pavojaus signalai pagal tendencijas, rodomi spektriniai <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/waterfall-plot\/\">krioklio diagramos<\/a>, ir automati\u0161kai prane\u0161a apie tendencij\u0173 nuokrypius. Integracija su CMMS susieja \u0161ias tendencijas su darbo u\u017esakymais, \u012fsp\u0117ja technin\u0117s prie\u017ei\u016bros planuotojus, susieja su ankstesn\u0117s technin\u0117s prie\u017ei\u016bros istorija ir stebi i\u0161laidas bei investicij\u0173 gr\u0105\u017e\u0105. Pa\u017eangiosios analiz\u0117s pa\u017eangiosios technologijos taiko ma\u0161ininio mokymosi modeli\u0173 atpa\u017einim\u0105, prognozuojamuosius modelius, parengtus pagal istorinius gedim\u0173 duomenis, ir daugiamat\u0117s analiz\u0117s metodus, kurie sujungia vibracij\u0105 su temperat\u016bra, apkrova ir kitais parametrais, kad b\u016bt\u0173 galima automatizuotai <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/diagnosis\/\">diagnoz\u0117<\/a> tiesiai i\u0161 tendencijos.<\/p>\n<h2>7. Lauko tendencij\u0173 analiz\u0117<\/h2>\n<p>Tendencij\u0173 analiz\u0117 n\u0117ra vien tik nuolatini\u0173 \u012frengini\u0173, prijungt\u0173 prie elektros tinklo, nuosavyb\u0117 - ji taip pat veiksminga, kai periodi\u0161kai, pagal mar\u0161rut\u0105, ne\u0161iojamuoju prietaisu atliekami rodmenys. Kiekvieno apsilankymo metu lauko in\u017einierius gali registruoti bendr\u0105 ma\u0161inos lyg\u012f ir pagrindines spektrines juostas ir nustatyti reik\u0161ming\u0105 tendencij\u0105 per kelis tyrimus. . <a href=\"https:\/\/vibromera.eu\/lt\/produktas\/balansavimas-1\/\">Balanset-1A<\/a>, ne\u0161iojamasis dviej\u0173 kanal\u0173 analizatorius, fiksuoja amplitud\u0119, <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/phase\/\">faz\u0117<\/a> ir spektrinius duomenis, kurie lemia toki\u0105 tendencij\u0105, ir kur tendencija rodo, kad <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/unbalance\/\">disbalansas<\/a> kaip vairuotojas, ta pati priemon\u0117 atlieka <a href=\"https:\/\/vibromera.eu\/lt\/glossary\/lauko-balansavimas\/\">lauko balansavimas<\/a> kuris j\u0105 i\u0161taiso - taip u\u017edaroma kilpa tarp did\u0117jan\u010dios tendencijos aptikimo ir veikimo pagal j\u0105 nei\u0161einant i\u0161 ma\u0161inos.<\/p>\n<h2>8. Analiz\u0117s pavertimas sprendimais<\/h2>\n<p>Galutinis tendencij\u0173 analiz\u0117s produktas yra sprendimas. Pirmasis yra laiko planavimas: planuoti technin\u0119 prie\u017ei\u016br\u0105, kai pagal tendencijas tam yra tinkamas laikas - ne taip anksti, kad b\u016bt\u0173 i\u0161\u0161vaistytas lik\u0119s geras eksploatavimo laikas, ir ne taip v\u0117lai, kad atsirast\u0173 gedimo tikimyb\u0117, - ir derinti \u0161\u012f laik\u0105 su gamyba, kad rizika b\u016bt\u0173 suderinta su galimomis i\u0161laidomis. Antrasis - i\u0161tekli\u0173 paskirstymas: pirmenyb\u0119 teikite \u012frangai, kurios tendencijos kelia did\u017eiausi\u0105 gr\u0117sm\u0119, atid\u0117kite stabiliai veikian\u010di\u0173 ma\u0161in\u0173 darb\u0105 ir atitinkamai padidinkite atsargini\u0173 dali\u0173 atsargas. Tre\u010diasis - tyrimas: spart\u0117janti tendencija tur\u0117t\u0173 paskatinti ie\u0161koti pagrindin\u0117s prie\u017easties, kad b\u016bt\u0173 sprend\u017eiama pagrindin\u0117 problema, o ne tik jos simptomas, ir u\u017ekirstas kelias jos pasikartojimui. Naudojant vizualin\u012f modeli\u0173 atpa\u017einim\u0105, statistin\u012f metod\u0105 ir patyrus\u012f in\u017einerin\u012f vertinim\u0105, tendencij\u0173 analiz\u0117 padeda anksti aptikti gedimus, numatyti gedimus ir optimizuoti laik\u0105, kurie yra s\u0117kmingos b\u016bkle pagr\u012fstos technin\u0117s prie\u017ei\u016bros programos po\u017eymiai.<\/p>\n<hr>\n<p><a href=\"https:\/\/vibromera.eu\/lt\/glossary\/\">\u2190 Atgal \u012f pagrindin\u0119 rodykl\u0119<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Su\u017einokite apie tendencij\u0173 analiz\u0119, sisteming\u0105 vibracijos duomen\u0173 interpretavim\u0105 laikui b\u0117gant, siekiant nustatyti modelius, numatyti gedimus ir optimizuoti prie\u017ei\u016bros sprendimus prognozavimo programose.<\/p>","protected":false},"featured_media":0,"template":"","meta":{"ai_generated_summary":"","footnotes":""},"categories":[114,109],"tags":[],"class_list":["post-280","glossary","type-glossary","status-publish","hentry","category-analysis","category-glossary"],"_links":{"self":[{"href":"https:\/\/vibromera.eu\/lt\/wp-json\/wp\/v2\/glossary\/280","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vibromera.eu\/lt\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/vibromera.eu\/lt\/wp-json\/wp\/v2\/types\/glossary"}],"version-history":[{"count":1,"href":"https:\/\/vibromera.eu\/lt\/wp-json\/wp\/v2\/glossary\/280\/revisions"}],"predecessor-version":[{"id":101365,"href":"https:\/\/vibromera.eu\/lt\/wp-json\/wp\/v2\/glossary\/280\/revisions\/101365"}],"wp:attachment":[{"href":"https:\/\/vibromera.eu\/lt\/wp-json\/wp\/v2\/media?parent=280"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vibromera.eu\/lt\/wp-json\/wp\/v2\/categories?post=280"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vibromera.eu\/lt\/wp-json\/wp\/v2\/tags?post=280"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}