{"id":1194,"date":"2024-09-05T23:00:07","date_gmt":"2024-09-05T21:00:07","guid":{"rendered":"https:\/\/site.ellistat.com\/?p=1194"},"modified":"2024-10-23T15:16:44","modified_gmt":"2024-10-23T13:16:44","slug":"does-spc-still-have-a-place-in-our-workshops","status":"publish","type":"post","link":"https:\/\/ellistat.com\/en\/le-spc-a-t-il-toujours-sa-place-au-sein-de-nos-ateliers\/","title":{"rendered":"Does SPC still have a place in our workshops?"},"content":{"rendered":"<p>For over forty years, SPC has been an integral part of the production environment. It is the statistical method for monitoring manufacturing processes.<\/p>\n\n\n\n<p>The main objective of this technique is to monitor the behavior of a process. SPC is applied in production workshops with tools such as control charts. It helps to reduce scrap rates by anticipating non-quality.<\/p>\n\n\n\n<p>The principle developed by<a href=\"https:\/\/fr.wikipedia.org\/wiki\/Carte_de_contr%C3%B4le\">&nbsp;Shewart and control cards<\/a>&nbsp;allows you to apply an action to the process only when it's out of control. As long as I'm within my control limits in green, I don't correct my process, and as soon as I get out of my dispersion, I correct it.<\/p>\n\n\n\n<p><a href=\"https:\/\/ellistat.com\/en\/solutions-spc\/\">SPC<\/a>&nbsp;is a method that has long since proved its worth, starting with the automotive industry. SPC is still widely used today by manufacturers in a variety of sectors. However, setups are becoming increasingly complex, with interdependent dimensions. This obviously makes the job of the setter much more difficult than it used to be.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Case study : SPC in a watchmaking production workshop<\/h2>\n\n\n\n<p>Let's take a real-life SPC case from a watchmaking production workshop as an example.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"430\" height=\"209\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/2024\/09\/Carte-de-Controle-Article.png\" alt=\"\" class=\"wp-image-1195\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/2024\/09\/Carte-de-Controle-Article.png 430w, https:\/\/ellistat.com\/wp-content\/uploads\/2024\/09\/Carte-de-Controle-Article-300x146.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/2024\/09\/Carte-de-Controle-Article-18x9.png 18w\" sizes=\"auto, (max-width: 430px) 100vw, 430px\" \/><\/figure>\n<\/div>\n\n\n<p>If you look at this control chart, you can see that a simple, basic SPC rule has not been followed. In fact, the process has been allowed to drift within tolerance limits. It's interesting to find out why.  By digging deeper and talking to the setter on this production floor, we realized that this dimension had an impact on the next one. If the setter corrected this dimension, the next one would be bad. So, by choice, the setter stayed within tolerances. Unfortunately, this results in a quality that is not always optimal, and therefore does not meet customer requirements.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">APC (Automated Process Control) as an alternative to the SPC to cope with control difficulties on the production floor<\/h2>\n\n\n\n<p>Faced with these difficulties, we need to find a solution capable of responding to the three main challenges facing manufacturers today:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Challenge 1: master long-term capability<\/li>\n\n\n\n<li>Challenge 2: manage complex parts in a multidimensional environment<\/li>\n\n\n\n<li>Challenge 3: integrate into the digital chain<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/ellistat.com\/en\/solutions-apc\/\">Automated Process Control (APC)<\/a>&nbsp;is a concept invented under the direction of Prof. Maurice Pillet by the<a href=\"https:\/\/www.univ-smb.fr\/symme\/\">he SYMME laboratory at the Universit\u00e9 Savoie Mont Blanc.<\/a>&nbsp;This is an evolution of SPC. APC consists in using IT resources to control a production process, in order to obtain much better quality results than with traditional SPC.  By simultaneously adjusting dozens of correctors, APC corrects drifts using a damping function derived from a machine learning algorithm. The correction then drifts less towards the limits of the control board. This is because the correction is centered on the target functional dimension. In this way, quality is controlled over the long term.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>Of course, the SPC still has its place on the shop floor. Today, however, there are developments capable of supporting set-up personnel in the correction of multi-dimensional processes. All the while integrating with Industry 4.0: this innovation is called Automated Process Control.<\/p>","protected":false},"excerpt":{"rendered":"<p>Depuis plus de quarante ans, le SPC dans les ateliers de production fait partie int\u00e9grante de l\u2019environnement. Il s\u2019agit de la m\u00e9thode de suivi des proc\u00e9d\u00e9s de fabrication par les statistiques. L\u2019objectif principal de cette technique est de surveiller le comportement d\u2019un processus. Le SPC est appliqu\u00e9 dans les ateliers de production avec des outils [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1122,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-1194","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-spc"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Le SPC a-t-il toujours sa place au sein de nos ateliers ? - Ellistat<\/title>\n<meta name=\"description\" content=\"Le SPC dans les ateliers de production est la m\u00e9thode de suivi des proc\u00e9d\u00e9s de fabrication la plus utilis\u00e9e.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ellistat.com\/en\/does-spc-still-have-a-place-in-our-workshops\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Le SPC a-t-il toujours sa place au sein de nos ateliers ? 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