{"id":152,"date":"2025-10-31T00:25:51","date_gmt":"2025-10-31T00:25:51","guid":{"rendered":"https:\/\/vibromera.eu\/glossary\/kurtosis\/"},"modified":"2026-07-17T21:02:56","modified_gmt":"2026-07-17T21:02:56","slug":"kurtosis","status":"publish","type":"glossary","link":"https:\/\/vibromera.eu\/tr\/glossary\/kurtosis\/","title":{"rendered":"Titre\u015fim Analizinde Kurtosis Nedir?"},"content":{"rendered":"<h1>Ar\u0131za Tespiti i\u00e7in Titre\u015fim Analizinde Kurtosis<\/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\/tr\/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\/tr\/product\/balanset-1\/\" title=\"Ta\u015f\u0131nabilir balans makinesi &amp; Titre\u015fim analiz\u00f6r\u00fc Balanset-1A\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/09\/77-e1693745667801-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Balanset-1A tam kit ta\u015f\u0131nabilir balans cihaz\u0131 ve titre\u015fim analiz\u00f6r\u00fc\" 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\/tr\/product-category\/devices\/\" rel=\"tag\">Cihazlar<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/tr\/product\/balanset-1\/\" title=\"Ta\u015f\u0131nabilir balans makinesi &amp; Titre\u015fim analiz\u00f6r\u00fc Balanset-1A\">Ta\u015f\u0131nabilir balans makinesi &#038; Titre\u015fim analiz\u00f6r\u00fc 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> + KDV (varsa)<\/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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete Ekle\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Sepete Ekle\" 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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete ekle: \u201cPortable balancer &amp; Vibration analyzer Balanset-1A\u201d\" rel=\"nofollow\" data-success_message=\"&quot;Portable balancer &amp; Vibration analyzer Balanset-1A&quot; sepetinize eklendi\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Sepete Ekle<\/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\/tr\/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\/tr\/product\/vibration-sensor\/\" title=\"Titre\u015fim sens\u00f6r\u00fc\">\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 titre\u015fim sens\u00f6r\u00fc yak\u0131n \u00e7ekim\" 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\/tr\/product-category\/parts\/\" rel=\"tag\">Par\u00e7alar<\/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\/tr\/product\/vibration-sensor\/\" title=\"Titre\u015fim sens\u00f6r\u00fc\">Titre\u015fim sens\u00f6r\u00fc<\/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> + KDV (varsa)<\/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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete Ekle\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Sepete Ekle\" 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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete ekle: \u201cVibration sensor\u201d\" rel=\"nofollow\" data-success_message=\"&quot;Vibration sensor&quot; sepetinize eklendi\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Sepete Ekle<\/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\/tr\/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\/tr\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optik Sens\u00f6r (Lazer Takometre)\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2022\/12\/ZKqzGXSCCBU-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Optik Sens\u00f6r (Lazer Takometre)\" 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\/tr\/product-category\/parts\/\" rel=\"tag\">Par\u00e7alar<\/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\/tr\/product\/optical-sensor-for-balanset-and-arbalance\/\" title=\"Optik Sens\u00f6r (Lazer Takometre)\">Optik Sens\u00f6r (Lazer Takometre)<\/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> + KDV (varsa)<\/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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete Ekle\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Sepete Ekle\" 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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete ekle: \u201cOptical Sensor (Laser Tachometer)\u201d\" rel=\"nofollow\" data-success_message=\"&quot;Optical Sensor (Laser Tachometer)&quot; sepetinize eklendi\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Sepete Ekle<\/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\/tr\/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\/tr\/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 dengeleme kiti: ta\u015f\u0131ma \u00e7antas\u0131, \u00e7ok kanall\u0131 sinyal d\u00fczenleyici, el tipi analiz\u00f6r, manyetik taban, titre\u015fim sens\u00f6rleri ve sarmal kablolar.\" 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\/tr\/product-category\/devices\/\" rel=\"tag\">Cihazlar<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/tr\/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> + KDV (varsa)<\/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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete Ekle\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Sepete Ekle\" 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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete ekle: \u201cBalanset-4\u201d\" rel=\"nofollow\" data-success_message=\"&quot;Balanset-4&quot; sepetinize eklendi\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Sepete Ekle<\/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\/tr\/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\/tr\/product\/magnet-stand\/\" title=\"Manyetik Stand 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\u0131knat\u0131sl\u0131 taban.\" 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\/tr\/product-category\/parts\/\" rel=\"tag\">Par\u00e7alar<\/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\/tr\/product\/magnet-stand\/\" title=\"Manyetik Stand Insize-60-kgf\">Manyetik Stand 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> + KDV (varsa)<\/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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete Ekle\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Sepete Ekle\" 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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete ekle: \u201cMagnetic Stand Insize-60-kgf\u201d\" rel=\"nofollow\" data-success_message=\"&quot;Magnetic Stand Insize-60-kgf&quot; sepetinize eklendi\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Sepete Ekle<\/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\/tr\/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\/tr\/product\/reflective-tape\/\" title=\"Yans\u0131t\u0131c\u0131 bant\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"153\" src=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2023\/05\/s-l1600-230x153.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"Yans\u0131t\u0131c\u0131 bant\" 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\/tr\/product-category\/parts\/\" rel=\"tag\">Par\u00e7alar<\/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\/tr\/product\/reflective-tape\/\" title=\"Yans\u0131t\u0131c\u0131 bant\">Yans\u0131t\u0131c\u0131 bant<\/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> + KDV (varsa)<\/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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete Ekle\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Sepete Ekle\" 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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete ekle: \u201cReflective tape\u201d\" rel=\"nofollow\" data-success_message=\"&quot;Reflective tape&quot; sepetinize eklendi\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Sepete Ekle<\/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\/tr\/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\/tr\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinamik dengeleyici &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 kit i\u00e7eri\u011fi: aray\u00fcz \u00fcnitesi, sens\u00f6rler, takometre ve aksesuarlar\" srcset=\"https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-230x153.webp 230w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-600x400.webp 600w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-300x200.webp 300w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-1024x683.webp 1024w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-768x512.webp 768w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-1536x1024.webp 1536w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-2048x1366.webp 2048w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-360x240.webp 360w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-272x182.webp 272w, https:\/\/vibromera.eu\/wp-content\/uploads\/2021\/11\/\u0411\u0430\u043b\u043a\u043e\u043c\u041a\u0438\u0442-scaled-e1732998877834.webp 708w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<div class=\"ripple-container\"><\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<span class=\"category\"><a href=\"https:\/\/vibromera.eu\/tr\/product-category\/devices\/\" rel=\"tag\">Cihazlar<\/a><\/span>\n\t\t\t\t\t\t\t\t<h4 class=\"card-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"shop-item-title-link\" href=\"https:\/\/vibromera.eu\/tr\/product\/dynamic-balancer-balanset-1a\/\" title=\"Dinamik dengeleyici &quot;Balanset-1A&quot; OEM\">Dinamik dengeleyici \"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> + KDV (varsa)<\/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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete Ekle\" data-no-translation-title=\"\"><i rel=\"tooltip\" data-original-title=\"Sepete Ekle\" 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=\"\/tr\/wp-json\/wp\/v2\/glossary\/152?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=\"Sepete ekle: \u201cDynamic balancer \u201cBalanset-1A\u201d OEM\u201d\" rel=\"nofollow\" data-success_message=\"&quot;Dynamic balancer \u201cBalanset-1A\u201d OEM&quot; sepetinize eklendi\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\" data-no-translation-data-success_message=\"\">Sepete Ekle<\/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>Kurtozis<\/strong> bir olas\u0131l\u0131k da\u011f\u0131l\u0131m\u0131n\u0131n \u015feklini tan\u0131mlayan istatistiksel bir parametredir. <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/vibration-analysis\/\">titre\u015fim analizi<\/a> \u015furaya uygulan\u0131r <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/time-waveform\/\">zaman dalga \u015fekli<\/a> &quot;tepe noktalar\u0131n\u0131n belirginli\u011fini&quot; veya ani de\u011fi\u015fkenli\u011fini \u00f6l\u00e7mek i\u00e7in kullan\u0131l\u0131r. Y\u00fcksek kurtosis de\u011ferine sahip bir sinyal, keskin ve belirgin tepe noktalar\u0131 veya ani dalgalanmalarla karakterize edilirken, d\u00fc\u015f\u00fck kurtosis de\u011ferine sahip bir sinyal daha d\u00fcz ve yuvarlakt\u0131r. Kurtosisin b\u00fcy\u00fck pratik de\u011feri, bu \u00f6zelli\u011fi tek bir say\u0131ya indirgemesi ve bu sayede genel enerji \u2014 yani <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/rms\/\">RMS<\/a> de\u011fer \u2014 hen\u00fcz \u00f6nemli bir hareket g\u00f6stermedi.<\/p>\n<h2>1. Rakam\u0131n Ard\u0131ndaki \u0130statistik<\/h2>\n<p>Kurtosis, sinyalin genlik da\u011f\u0131l\u0131m\u0131n\u0131n normalle\u015ftirilmi\u015f d\u00f6rd\u00fcnc\u00fc istatistiksel momentidir. Ortalamadan her sapma, ortalamas\u0131 al\u0131nmadan \u00f6nce d\u00f6rd\u00fcnc\u00fc kuvvete y\u00fckseltildi\u011finden, ara s\u0131ra meydana gelen b\u00fcy\u00fck sapmalar \u2014 tam da k\u0131sa s\u00fcreli bir darbenin \u00fcretti\u011fi t\u00fcrden \u2014 yaln\u0131zca ikinci kuvveti kullanan RMS hesab\u0131na k\u0131yasla sonuca \u00e7ok daha fazla h\u00e2kim olur. U\u00e7 de\u011ferlere yap\u0131lan bu matematiksel vurgu, kurtosis de\u011ferini, aksi halde m\u00fctevaz\u0131 bir sinyalin i\u00e7ine g\u00f6m\u00fclm\u00fc\u015f k\u0131sa ve keskin ge\u00e7ici olaylara kar\u015f\u0131 son derece duyarl\u0131 k\u0131lar. Asl\u0131nda RMS'den farkl\u0131 bir soruya cevap verir: &#8220;ne kadar enerji var?&#8221; de\u011fil, &#8220;ne kadar sivri?&#8221;<\/p>\n<h2>2. Kurtosis'in Tan\u0131sal De\u011feri<\/h2>\n<p>Kurtosisin temel de\u011feri <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/condition-monitoring\/\">durum izleme<\/a> ...&#x27;ye kar\u015f\u0131 y\u00fcksek duyarl\u0131l\u0131\u011f\u0131d\u0131r <strong>erken a\u015famadaki d\u00fcrt\u00fcsel hatalar<\/strong>. Bir\u00e7ok mekanik ar\u0131za, mikroskobik \u00e7atlaklar veya ufak y\u00fczey kopmalar\u0131 olarak ba\u015flar. Bu geli\u015fen ar\u0131zalar temas ettik\u00e7e k\u0131sa s\u00fcreli, y\u00fcksek frekansl\u0131 darbeler \u00fcretir. Bu darbeler, titre\u015fim zaman dalga formunda keskin tepe noktalar\u0131 olu\u015fturarak kurtosis de\u011ferini, ar\u0131za makinenin genel RMS seviyesini etkileyecek kadar b\u00fcy\u00fcmeden \u00e7ok \u00f6nce belirgin bi\u00e7imde y\u00fckseltir.<\/p>\n<p>Bu nedenle bas\u0131kl\u0131k \u015fu ama\u00e7lar i\u00e7in m\u00fckemmel bir ara\u00e7t\u0131r:<\/p>\n<ul>\n<li><strong>Rulman ar\u0131zalar\u0131n\u0131n erken tespiti:<\/strong> bu, ilk belirtileri yakalamak i\u00e7in en etkili y\u00f6ntemlerden biridir <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/spalling\/\">d\u00f6k\u00fclme<\/a> rulman bilezi\u011finde veya yuvarlanma eleman\u0131nda bulunan ve <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/envelope-analysis\/\">zarf analizi<\/a> i\u00e7inde <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/bearing-defects\/\">rulman te\u015fhisi<\/a>.<\/li>\n<li><strong>Di\u015fli di\u015f kusur tespiti:<\/strong> \u00c7atlak veya k\u0131r\u0131k bir di\u015f, her devirde belirgin bir darbe olu\u015fturur; bu durum, artan kurtosis de\u011feri taraf\u0131ndan kolayca tespit edilir \u2014 bu, <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/gear-defects\/\">di\u015fli ar\u0131zalar\u0131<\/a>.<\/li>\n<li><strong>Aral\u0131kl\u0131 s\u00fcrt\u00fcnme veya darbelerin tespit edilmesi:<\/strong> bir makine i\u00e7indeki herhangi bir d\u00fczensiz, etkili olay, \u00f6rne\u011fin <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/rubbing\/\">s\u00fcrt\u00fcnme<\/a> veya <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/looseness\/\">mekanik gev\u015feklik<\/a>, bu \u00f6l\u00e7\u00fcmle ortaya \u00e7\u0131kmaktad\u0131r.<\/li>\n<\/ul>\n<h2>3. Kurtosis De\u011ferlerinin Yorumlanmas\u0131<\/h2>\n<p>Kurtosis, normalle\u015ftirilmi\u015f bir de\u011ferdir. Sa\u011fl\u0131kl\u0131 bir makinedeki rastgele arka plan titre\u015fimine tipik olan m\u00fckemmel bir Gauss (normal) da\u011f\u0131l\u0131m\u0131nda kurtosis de\u011feri <strong>3.0<\/strong>. Bu de\u011ferden sapmalar tan\u0131sal a\u00e7\u0131dan \u00f6nemlidir:<\/p>\n<ul>\n<li><strong>Kurtosis \u2248 3,0:<\/strong> Titre\u015fim rastgele ve Gauss da\u011f\u0131l\u0131m\u0131na uygun olup, bu da sistemin normal ve sa\u011fl\u0131kl\u0131 \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 g\u00f6stermektedir.<\/li>\n<li><strong>Kurtosis &gt; 3,0:<\/strong> sinyal normalden daha sivri veya darbeli hale gelmektedir. Y\u00fckselen bir de\u011fer, geli\u015fen darbelerin a\u00e7\u0131k bir uyar\u0131s\u0131d\u0131r; \u00f6nemli rulman veya di\u015fli kusurlar\u0131 mevcut oldu\u011funda 5, 10 veya daha y\u00fcksek de\u011ferler yayg\u0131nd\u0131r.<\/li>\n<li><strong>Kurtosis &lt; 3,0:<\/strong> Sinyal, normal da\u011f\u0131l\u0131mdan daha d\u00fczd\u00fcr. Bu durum, belirli s\u00fcrt\u00fcnme t\u00fcrlerinde veya sinyalin saf sin\u00fcs dalgas\u0131 gibi \u00e7ok net bir sin\u00fczoidal titre\u015fim taraf\u0131ndan domine edildi\u011fi durumlarda ortaya \u00e7\u0131kabilir. <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/unbalance\/\">balanss\u0131zl\u0131k<\/a>.<\/li>\n<\/ul>\n<p>Baz\u0131 cihazlar\u0131n <em>a\u015f\u0131r\u0131 bas\u0131kl\u0131k<\/em>, bu da 3,0&#x27;\u0131 \u00e7\u0131kararak sa\u011fl\u0131kl\u0131 bir Gauss sinyalinin 3,0 yerine 0 olarak okunmas\u0131n\u0131 sa\u011flar. Yorumlama ayn\u0131d\u0131r; sadece referans noktas\u0131 kayar. Kurtosis, <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/crest-factor\/\">tepe fakt\u00f6r\u00fc<\/a>, bu y\u00f6ntem tepe de\u011fer ile RMS de\u011ferini kar\u015f\u0131la\u015ft\u0131r\u0131r ve ayn\u0131 ani olaylara biraz farkl\u0131 bir bak\u0131\u015f a\u00e7\u0131s\u0131yla yakla\u015f\u0131r.<\/p>\n<h2>4. Bir Rulman Ar\u0131zas\u0131nda Kurtosisin Ya\u015fam D\u00f6ng\u00fcs\u00fc<\/h2>\n<p>Bir rulman ar\u0131zas\u0131n\u0131 ba\u015flang\u0131c\u0131ndan ar\u0131zalanmas\u0131na kadar izlerken, kurtosis de\u011feri genellikle \u00f6ng\u00f6r\u00fclebilir \u2014 ve ilk bak\u0131\u015fta mant\u0131\u011fa ayk\u0131r\u0131 g\u00f6r\u00fcnen \u2014 bir e\u011filim izler:<\/p>\n<ol>\n<li><strong>Healthy stage:<\/strong> kurtosis sabit ve 3,0&#x27;a yak\u0131n.<\/li>\n<li><strong>Ar\u0131zan\u0131n erken a\u015famas\u0131:<\/strong> mikroskobik bir kusur olu\u015fur. Keskin ve belirgin darbeler meydana gelir ve bu da kurtosis de\u011ferinin \u00f6nemli \u00f6l\u00e7\u00fcde y\u00fckselmesine neden olur (\u00f6rne\u011fin 5,0 veya \u00fczerine). Genel RMS titre\u015fim de\u011feri h\u00e2l\u00e2 d\u00fc\u015f\u00fck olabilir. Bu, ar\u0131zay\u0131 tespit etmek i\u00e7in en uygun zamand\u0131r.<\/li>\n<li><strong>Geli\u015fmi\u015f ar\u0131za a\u015famas\u0131:<\/strong> kusur b\u00fcy\u00fcy\u00fcp yay\u0131ld\u0131k\u00e7a darbeler daha s\u0131k fakat daha az belirgin hale gelir. Sinyal, \u00e7ok daha y\u00fcksek enerji seviyesinde olsa da yeniden rastgele g\u00fcr\u00fclt\u00fcye benzemeye ba\u015flar. Sonu\u00e7 olarak kurtosis de\u011feri <em>azaltmak<\/em> RMS seviyesi dramatik bi\u00e7imde y\u00fckselmeye ba\u015flasa bile tekrar 3,0'a do\u011fru d\u00fc\u015febilir.<\/li>\n<li><strong>Ge\u00e7 \/ ar\u0131za a\u015famas\u0131:<\/strong> Rulman ciddi \u015fekilde hasar g\u00f6rm\u00fc\u015f ve titre\u015fim seviyesi y\u00fcksek ve b\u00fcy\u00fck \u00f6l\u00e7\u00fcde d\u00fczensiz. Kurtosis de\u011feri 3,0 civar\u0131nda, ancak RMS de\u011feri art\u0131k alarm seviyesinde.<\/li>\n<\/ol>\n<p>\u0130\u015fte bu d\u00f6ng\u00fc, kurtosis de\u011ferinin bu kadar de\u011ferli olmas\u0131n\u0131n tam da sebebidir. Ar\u0131za tespiti i\u00e7in en uygun zaman, kurtosis de\u011ferinin y\u00fckseldi\u011fi erken a\u015famad\u0131r; yaln\u0131zca RMS de\u011ferine g\u00fcvenmek, ar\u0131zan\u0131n ciddi boyutlara ula\u015fana kadar fark edilememesine yol a\u00e7ar. De\u011ferin tekd\u00fcze olmayan seyri de bir uyar\u0131 niteli\u011findedir: 3,0 seviyesine gerileyen bir kurtosis de\u011feri, tek ba\u015f\u0131na rulman\u0131n sa\u011flam oldu\u011funu kan\u0131tlamaz \u2014 bu de\u011fer, RMS e\u011filimi ile birlikte de\u011ferlendirilmelidir.<\/p>\n<h2>5. Sahada Kurtosis \u00d6l\u00e7\u00fcm\u00fc<\/h2>\n<p>Kurtosis, temiz ve iyi \u00f6rneklenmi\u015f bir zaman dalga formundan do\u011frudan hesaplan\u0131r; bu da onu, bir m\u00fchendisin sahada halihaz\u0131rda y\u00fcr\u00fctt\u00fc\u011f\u00fc \u00e7al\u0131\u015fmalar\u0131n do\u011fal bir tamamlay\u0131c\u0131s\u0131 haline getirir. \u015eu t\u00fcr bir ta\u015f\u0131nabilir analiz\u00f6r gibi <a href=\"https:\/\/vibromera.eu\/tr\/urun\/balanset-1\/\">Balanset-1A<\/a> titre\u015fim zaman dalga formunu yakalar ve <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/spectrum\/\">spektrum<\/a> kendi aksinde \u00e7al\u0131\u015fan bir makineden, bu y\u00fczden onaylanm\u0131\u015f bir <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/unbalance\/\">balanss\u0131zl\u0131k<\/a> taraf\u0131ndan d\u00fczeltilir <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/alan-dengeleme\/\">yerinde balanslama<\/a> Ayn\u0131 veri k\u00fcmesi, kurtosisin ortaya \u00e7\u0131kard\u0131\u011f\u0131 ani rulman veya di\u015fli sinyalleri a\u00e7\u0131s\u0131ndan taranabilir. Bu de\u011ferin periyodik \u00f6l\u00e7\u00fcmler \u00fczerinden e\u011filim analizi yap\u0131lmas\u0131, tek seferlik bir okuma de\u011ferini bir <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/early-warning\/\">erken-uyar\u0131<\/a> indicator.<\/p>\n<h2>6. S\u0131n\u0131rlamalar<\/h2>\n<p>Her ne kadar etkili olsa da, kurtosis \u015fu gibi di\u011fer tekniklerle birlikte kullan\u0131lmal\u0131d\u0131r: <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/spectral-analysis\/\">spektrum<\/a> ve dalga formu analizi. Rastgele, makineyle ilgisi olmayan darbelere kar\u015f\u0131 hassas olabilece\u011finden, en iyisi bunu bir <a href=\"https:\/\/vibromera.eu\/tr\/glossary\/trending\/\">trend analizi<\/a> mutlak bir e\u015fik de\u011feri yerine bir parametre. Zaman i\u00e7inde kurtosis de\u011ferinde g\u00f6r\u00fclen tutarl\u0131 bir art\u0131\u015f, tek bir y\u00fcksek de\u011ferden \u00e7ok daha g\u00fcvenilir bir g\u00f6stergedir; ayr\u0131ca spektrumdaki kayna\u011f\u0131n do\u011frulanmas\u0131, geli\u015fmekte olan bir ar\u0131za ile ge\u00e7ici bir dalgalanman\u0131n kar\u0131\u015ft\u0131r\u0131lmas\u0131n\u0131 \u00f6nler.<\/p>\n<hr>\n<p><a href=\"https:\/\/vibromera.eu\/tr\/glossary\/\">\u2190 Ana Dizine Geri D\u00f6n<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Genel titre\u015fim artmadan \u00e7ok \u00f6nce erken a\u015famadaki yatak ar\u0131zalar\u0131 ve di\u015fli di\u015fi \u00e7atlaklar\u0131 gibi ani olaylar\u0131 tespit etmek i\u00e7in titre\u015fim analizinde kullan\u0131lan istatistiksel bir \u00f6l\u00e7\u00fct olan kurtosis hakk\u0131nda bilgi edinin.<\/p>","protected":false},"featured_media":0,"template":"","meta":{"ai_generated_summary":"","footnotes":""},"categories":[114,109],"tags":[],"class_list":["post-152","glossary","type-glossary","status-publish","hentry","category-analysis","category-glossary"],"_links":{"self":[{"href":"https:\/\/vibromera.eu\/tr\/wp-json\/wp\/v2\/glossary\/152","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vibromera.eu\/tr\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/vibromera.eu\/tr\/wp-json\/wp\/v2\/types\/glossary"}],"version-history":[{"count":4,"href":"https:\/\/vibromera.eu\/tr\/wp-json\/wp\/v2\/glossary\/152\/revisions"}],"predecessor-version":[{"id":102817,"href":"https:\/\/vibromera.eu\/tr\/wp-json\/wp\/v2\/glossary\/152\/revisions\/102817"}],"wp:attachment":[{"href":"https:\/\/vibromera.eu\/tr\/wp-json\/wp\/v2\/media?parent=152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vibromera.eu\/tr\/wp-json\/wp\/v2\/categories?post=152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vibromera.eu\/tr\/wp-json\/wp\/v2\/tags?post=152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}