{"id":378,"date":"2023-08-01T12:49:44","date_gmt":"2023-08-01T12:49:44","guid":{"rendered":"https:\/\/statorials.org\/tr\/xr-kontrol-karti\/"},"modified":"2023-08-01T12:49:44","modified_gmt":"2023-08-01T12:49:44","slug":"xr-kontrol-karti","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/xr-kontrol-karti\/","title":{"rendered":"Xr kontrol kart\u0131"},"content":{"rendered":"<p>Bu yaz\u0131da XR kontrol grafiklerinin ne oldu\u011funu ve istatistikte ne i\u00e7in kullan\u0131ld\u0131\u011f\u0131n\u0131 ke\u015ffedeceksiniz. Ayr\u0131ca XR kontrol grafi\u011finin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 da a\u00e7\u0131kl\u0131yoruz ve ayr\u0131ca ad\u0131m ad\u0131m \u00e7al\u0131\u015f\u0131lm\u0131\u015f bir \u00f6rne\u011fi g\u00f6rebileceksiniz. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-un-grafico-de-control-x-r\"><\/span> XR kontrol kart\u0131 nedir?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>XR kontrol grafi\u011fi<\/strong> veya k\u0131saca <strong>XR grafi\u011fi<\/strong> , bir \u00f6zelli\u011fin ortalama ve aral\u0131k de\u011ferindeki de\u011fi\u015fimi g\u00f6steren bir grafiktir. Temel olarak XR kontrol \u015femas\u0131, bir \u00fcretim s\u00fcrecinin ortalamas\u0131n\u0131 ve aral\u0131\u011f\u0131n\u0131 kontrol etmek i\u00e7in kullan\u0131l\u0131r.<\/p>\n<p> B\u00f6ylece kalite y\u00f6netiminde XR kontrol kart\u0131, geli\u015fimin analiz edilmesini ve bir par\u00e7an\u0131n boyutu veya f\u0131r\u0131n\u0131n s\u0131cakl\u0131\u011f\u0131 gibi kritik bir kalite \u00f6zelli\u011finin kontrol alt\u0131nda oldu\u011funu do\u011frulamay\u0131 m\u00fcmk\u00fcn k\u0131lar.<\/p>\n<p> Asl\u0131nda XR kontrol grafi\u011fi iki farkl\u0131 grafi\u011fe b\u00f6l\u00fcnm\u00fc\u015ft\u00fcr: X grafi\u011fi ve R grafi\u011fi. X grafi\u011fi s\u00fcre\u00e7 ortalamas\u0131n\u0131 kontrol etmek i\u00e7in kullan\u0131l\u0131rken, R grafi\u011fi aral\u0131\u011f\u0131 izlemek i\u00e7in kullan\u0131l\u0131r. Bu nedenle XR kontrol grafi\u011fine <strong>ortalamalar ve aral\u0131klar kontrol grafi\u011fi<\/strong> de denilmektedir.<\/p>\n<p> XR kontrol grafi\u011finin bir t\u00fcr de\u011fi\u015fken kontrol grafi\u011fi oldu\u011funu unutmay\u0131n \u00e7\u00fcnk\u00fc s\u00fcrekli bir \u00f6zelli\u011fin kontrol\u00fcne izin verir. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"como-hacer-un-grafico-de-control-x-r\"><\/span> XR kontrol grafi\u011fi nas\u0131l olu\u015fturulur?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>XR kontrol grafi\u011fi<\/strong> olu\u015fturmak i\u00e7in a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 izlemelisiniz:<\/p>\n<ol style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Numune alma<\/strong> : \u00d6ncelikle kontrol etmek istedi\u011finiz karakteristi\u011fin farkl\u0131 numune de\u011ferleri al\u0131narak izlenmesi gerekmektedir. Numuneler ayn\u0131 b\u00fcy\u00fckl\u00fckte olmal\u0131 ve en az 20 numune al\u0131nmas\u0131 tavsiye edilir.<\/span><\/li>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Ortalamay\u0131 hesapla<\/strong> : Her numune i\u00e7in kaydedilen de\u011ferlerin ortalamas\u0131 hesaplanmal\u0131d\u0131r.<\/span><\/li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-4912731aa4c9d00f8aaa874947c49045_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{X}=\\cfrac{\\displaystyle \\sum_{i=1}^n x_i}{n}\" title=\"Rendered by QuickLaTeX.com\" height=\"70\" width=\"90\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Ortalamalar\u0131n ortalamas\u0131n\u0131 hesaplay\u0131n<\/strong> : Her numunenin ortalamas\u0131 belirlendikten sonra t\u00fcm ortalamalar\u0131n ortalama de\u011ferinin hesaplanmas\u0131 gerekir. Bu, X kart\u0131n\u0131n merkezi de\u011feri olacakt\u0131r.<\/span><\/li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-9f1ba7db9f340b44bdc7fedb2371db5d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{\\overline{X}}=\\cfrac{\\displaystyle \\sum_{j=1}^m {\\overline{X}_j}}{m}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"97\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Aral\u0131\u011f\u0131 hesaplay\u0131n<\/strong> : Her \u00f6rnek i\u00e7in, maksimum de\u011ferden minimum de\u011ferin \u00e7\u0131kar\u0131lmas\u0131yla istatistiksel aral\u0131\u011f\u0131 bulman\u0131z gerekir.<\/span><\/li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d09e48dfa9b5b1e1fbc30ac856d46166_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"R=\\text{M\\'ax}-\\text{M\\'in}\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"125\" style=\"vertical-align: -1px;\"><\/p>\n<\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Aral\u0131klar\u0131n ortalamas\u0131n\u0131 hesaplay\u0131n<\/strong> : Her \u00f6rne\u011fin aral\u0131\u011f\u0131n\u0131 bulduktan sonra t\u00fcm aral\u0131klar\u0131n ortalamas\u0131n\u0131 hesaplaman\u0131z gerekir. Bu, R grafi\u011finin merkezi de\u011feri olacakt\u0131r.<\/span><\/li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-8509192f73750fcb91349b1c470f2d31_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{R}=\\cfrac{\\displaystyle \\sum_{j=1}^m R_j}{m}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"92\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>XR Tablosu Kontrol Limitlerini Hesaplay\u0131n<\/strong> \u2013 \u00d6nceki ad\u0131mlarda hesaplanan de\u011ferlerden X ve R Tablosu Kontrol Limitleri a\u015fa\u011f\u0131daki form\u00fcller kullan\u0131larak hesaplanmal\u0131d\u0131r:<\/span><\/li>\n<p class=\"has-text-align-center has-text-color has-medium-font-size\" style=\"color:#ff8a05\"> <strong>X kontrol kart\u0131:<\/strong> <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-fea27f2cb07784e5d8f7e128a010a02c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}LCS=\\overline{\\overline{X}}+A_2\\cdot \\overline{R}\\\\[3ex]LCI=\\overline{\\overline{X}}-A_2\\cdot \\overline{R}\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"70\" width=\"147\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center has-text-color has-medium-font-size\" style=\"color:#ff8a05\"> <strong>R kontrol kart\u0131:<\/strong><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-5d3cf71032f18cd8710d9a2165d8daac_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}LCS=D_4\\cdot \\overline{R}\\\\[3ex]LCI=D_3\\cdot\\overline{R}\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"63\" width=\"111\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p> <span style=\"color:#101010;font-weight: normal;\">A <sub>2<\/sub> , D <sub>3<\/sub> ve D <sub>4<\/sub> parametrelerinin de\u011ferleri a\u015fa\u011f\u0131daki tabloda bulunmaktad\u0131r.<\/span><\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;: normal;\"><strong>De\u011ferleri grafik \u00fczerinde \u00e7izin<\/strong> : XR grafi\u011fini elde etmek i\u00e7in art\u0131k tek yapman\u0131z gereken ortalamaya ili\u015fkin de\u011ferleri bir grafikte, aral\u0131kla ilgili de\u011ferleri ise ba\u015fka bir grafikte \u00e7izmektir.<\/span><\/li>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>XR kontrol grafi\u011fini analiz edin<\/strong> : Son olarak XR grafi\u011finde hi\u00e7bir de\u011ferin kontrol limitlerinin d\u0131\u015f\u0131na \u00e7\u0131kmad\u0131\u011f\u0131n\u0131 ve dolay\u0131s\u0131yla s\u00fcrecin kontrol alt\u0131nda oldu\u011funu do\u011frulamak gerekir. Aksi takdirde \u00fcretim s\u00fcrecini d\u00fczeltecek \u00f6nlemlerin al\u0131nmas\u0131 gerekir.<\/span> <\/li>\n<\/ol>\n<figure class=\"wp-block-table aligncenter is-style-stripes\">\n<table>\n<thead>\n<tr>\n<th class=\"has-text-align-center\" data-align=\"center\"> Boyut (n)<\/th>\n<th class=\"has-text-align-center\" data-align=\"center\"> <sub>2&#8217;de<\/sub><\/th>\n<th class=\"has-text-align-center\" data-align=\"center\"> <sub>3.<\/sub> G\u00fcn<\/th>\n<th> <sub>J4<\/sub><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 2<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1.880<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 3.267<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 3<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1.023<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 2.575<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 4<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,729<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 2.282<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 5<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,577<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 2.115<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 6<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,483<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 2004<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 7<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,419<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,076<\/td>\n<td> 1.924<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 8<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,373<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,136<\/td>\n<td> 1.864<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 9<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,337<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,184<\/td>\n<td> 1.816<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> on<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,308<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,223<\/td>\n<td> 1.777 <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ejemplo-de-grafico-de-control-x-r\"><\/span> XR kontrol kart\u0131 \u00f6rne\u011fi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Bir sanayi \u015firketi, \u00fcretim s\u00fcrecinin kontrol alt\u0131nda olup olmad\u0131\u011f\u0131n\u0131 g\u00f6rmek i\u00e7in bir silindirin \u00e7ap\u0131n\u0131n \u00f6l\u00e7\u00fcm\u00fcn\u00fc kontrol etmek istiyor. Bunun i\u00e7in her 15 dakikada bir 5 silindirden numune al\u0131narak \u00e7ap\u0131 \u00f6l\u00e7\u00fcl\u00fcr. A\u015fa\u011f\u0131daki tabloda \u00f6l\u00e7\u00fcm ge\u00e7mi\u015fi g\u00f6sterilmektedir. Kalite parametresini analiz etmek i\u00e7in bir XR kontrol \u015femas\u0131 yap\u0131n. <\/p>\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"500\" height=\"792\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exemple-de-donnees-de-carte-de-controle-.png\" alt=\"kontrol grafi\u011fi veri \u00f6rne\u011fi\" class=\"wp-image-7247\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p> \u0130lk olarak, her \u00f6l\u00e7\u00fcm k\u00fcmesinin aritmetik ortalamas\u0131n\u0131 ve aral\u0131\u011f\u0131n\u0131 almam\u0131z gerekir: <\/p>\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"665\" height=\"792\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exemple-de-calculs-de-carte-de-controle.png\" alt=\"kontrol grafi\u011fi hesaplamalar\u0131na \u00f6rnekler\" class=\"wp-image-7248\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p> \u015eimdi s\u0131ras\u0131yla ortalama ve aral\u0131k i\u00e7in kontrol grafi\u011finin merkez de\u011ferleri olacak ortalamalar\u0131 ve aral\u0131klar\u0131 kastediyoruz:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-bb065f802bb00dbf7fe6791ca3d220a4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{\\overline{X}}=\\cfrac{\\displaystyle \\sum_{j=1}^m {\\overline{X}_j}}{m}=4,8589\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"173\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d03ee6b8414e1035c986ed2718d0056a_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{R}=\\cfrac{\\displaystyle \\sum_{j=1}^m R_j}{m}=0,0227\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"168\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> Bu durumda her numune 5 \u00f6l\u00e7\u00fcmden olu\u015fur yani kontrol limit form\u00fcllerinin katsay\u0131lar\u0131 a\u015fa\u011f\u0131daki gibidir (katsay\u0131 de\u011ferlerini yukar\u0131daki tabloda g\u00f6rebilirsiniz):<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-109da007c475699c5c68735d76ffba2c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_2=0,577\" title=\"Rendered by QuickLaTeX.com\" height=\"17\" width=\"88\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-b6c2ba8434d4660729a13e8bd0a92a41_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"D_3=0\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"55\" style=\"vertical-align: -3px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-540cb48c507e89bef05b41af89e053ce_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"D_4=2,115\" title=\"Rendered by QuickLaTeX.com\" height=\"17\" width=\"89\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p>\u015eimdi X ve R kontrol grafi\u011finin \u00fcst ve alt kontrol limitlerini hesaplayal\u0131m:<\/p>\n<p class=\"has-text-align-center has-text-color has-medium-font-size\" style=\"color:#ff8a05\"> <strong>Kontrol Grafi\u011fi Kontrol Limitleri<\/strong> <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-c36f6b368a9a737de0ad139fd3a3953c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}LCS=\\overline{\\overline{X}}+A_2\\cdot \\overline{R}=4,8589+0,577\\cdot 0,0227=4,8720\\\\[3ex]LCI=\\overline{\\overline{X}}-A_2\\cdot \\overline{R}=4,8589-0,577\\cdot 0,0227=4,8458\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"72\" width=\"429\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center has-text-color has-medium-font-size\" style=\"color:#ff8a05\"> <strong style=\"font-weight: bold;\">kontrol limitleri<\/strong><span><strong style=\"font-weight: bold;\"> <\/strong><\/span><strong>R kontrol kart\u0131<\/strong><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-4f60f6739025a68d8e145d789bf3edea_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}LCS=D_4\\cdot \\overline{R}=2,115\\cdot 0,0227=0,0481\\\\[3ex]LCI=D_3\\cdot\\overline{R}=0\\cdot 0,0227=0\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"65\" width=\"318\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p> Bu nedenle al\u0131\u015ft\u0131rman\u0131n XR kontrol kart\u0131 a\u015fa\u011f\u0131daki gibidir: <\/p>\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exemple-carte-de-controle-moyenne.png\" alt=\"kontrol kart\u0131\" class=\"wp-image-7335\" width=\"508\" height=\"306\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exemple-tableau-de-plage-de-controle.png\" alt=\"R kontrol kart\u0131\" class=\"wp-image-7336\" width=\"508\" height=\"307\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p> Kontrol grafi\u011finde Bu nedenle s\u00fcre\u00e7 kontrol edilmez ve ortalama ve aral\u0131ktaki de\u011fi\u015fkenli\u011fi azaltacak ad\u0131mlar\u0131n at\u0131lmas\u0131 gerekir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bu yaz\u0131da XR kontrol grafiklerinin ne oldu\u011funu ve istatistikte ne i\u00e7in kullan\u0131ld\u0131\u011f\u0131n\u0131 ke\u015ffedeceksiniz. Ayr\u0131ca XR kontrol grafi\u011finin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 da a\u00e7\u0131kl\u0131yoruz ve ayr\u0131ca ad\u0131m ad\u0131m \u00e7al\u0131\u015f\u0131lm\u0131\u015f bir \u00f6rne\u011fi g\u00f6rebileceksiniz. XR kontrol kart\u0131 nedir? XR kontrol grafi\u011fi veya k\u0131saca XR grafi\u011fi , bir \u00f6zelli\u011fin ortalama ve aral\u0131k de\u011ferindeki de\u011fi\u015fimi g\u00f6steren bir grafiktir. Temel olarak XR kontrol [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-378","post","type-post","status-publish","format-standard","hentry","category-kategorize-edilmemis"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u25b7XR kontrol kart\u0131<\/title>\n<meta name=\"description\" content=\"Burada XR kontrol grafi\u011finin ne oldu\u011funu, ne i\u00e7in kullan\u0131ld\u0131\u011f\u0131n\u0131, XR kontrol grafi\u011finin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 ve ad\u0131m ad\u0131m \u00e7\u00f6z\u00fcml\u00fc bir \u00f6rne\u011fi \u00f6\u011freneceksiniz.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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