{"id":24919,"date":"2025-01-22T13:35:39","date_gmt":"2025-01-22T12:35:39","guid":{"rendered":"https:\/\/hai.nl\/nieuws\/use-case-optimizing-cheese-weight\/"},"modified":"2025-10-14T16:05:09","modified_gmt":"2025-10-14T14:05:09","slug":"use-case-optimaliseren-kaas-gewicht","status":"publish","type":"post","link":"https:\/\/hai.nl\/nl\/nieuws\/use-case-optimaliseren-kaas-gewicht\/","title":{"rendered":"Use Case: Optimaliseren van Kaasgewicht"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row type=&#8221;vc_default&#8221; bg_type=&#8221;image&#8221; parallax_style=&#8221;vcpb-default&#8221; bg_image_new=&#8221;id^19824|url^https:\/\/hai.nl\/wp-content\/uploads\/2020\/12\/coud_white.jpg|caption^null|alt^cloud white|title^cloud_white|description^null&#8221; bg_override=&#8221;ex-full&#8221;][vc_column][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<h2 style=\"text-align: center;\">Use Case: Optimizing cheese weight<\/h2>\n<p>[\/vc_column_text][vc_empty_space][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;2\/3&#8243;][vc_row_inner][vc_column_inner][vc_column_text css=&#8221;&#8221;]Without process metadata, it\u2019s difficult to identify trends and draw conclusions from production data.<br \/>\nIt often just seems like unexplained, random fluctuations in the process.[\/vc_column_text][vc_single_image image=&#8221;24801&#8243; img_size=&#8221;full&#8221; css=&#8221;&#8221;][vc_column_text css=&#8221;&#8221;]<\/p>\n<div>When you thoroughly understand the process, you know which factors might influence the product. For example, process parameters that affect the weight of a cheese include:<\/div>\n<p>[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1737544790925{margin-top: 16px !important;margin-right: 16px !important;margin-bottom: 16px !important;margin-left: 16px !important;padding-top: 32px !important;padding-right: 32px !important;padding-bottom: 32px !important;padding-left: 32px !important;background-color: #FFFFFF !important;border-radius: 10px !important;}&#8221;]<\/p>\n<ul>\n<li>the process in the cheese vat,<\/li>\n<li>the adjustment of the columns, or<\/li>\n<li>the holding time after the vat is emptied (visible through the cut number).<\/li>\n<\/ul>\n<p>[\/vc_column_text][vc_column_text css=&#8221;&#8221;]Once we were able to link the cheese weights to process metadata, we analyzed the weights based on these parameters. Suddenly, clear trends emerged: the vats were nearly identical, but there were differences between the columns, and the first two cuts from each vat were significantly heavier.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][vc_column width=&#8221;1\/3&#8243;][vc_single_image image=&#8221;24809&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; css=&#8221;&#8221;][vc_single_image image=&#8221;24905&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; css=&#8221;&#8221;][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;2\/3&#8243;][vc_row_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_single_image image=&#8221;24798&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; css=&#8221;&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_single_image image=&#8221;24795&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; css=&#8221;&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_single_image image=&#8221;24792&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; css=&#8221;&#8221;][\/vc_column_inner][\/vc_row_inner][vc_column_text css=&#8221;&#8221;]This is valuable information for a cheese technologist \u2013 the process was adjusted the very same day.[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/3&#8243;][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_single_image image=&#8221;24734&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; css=&#8221;&#8221;][vc_column_text css=&#8221;.vc_custom_1739278694159{margin-top: -32px !important;}&#8221;]<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #808080; font-size: 10px;\">Project executed by Tom Mentink<\/span><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Zonder procesmetagegevens is het moeilijk om trends te identificeren en conclusies te trekken uit productiegegevens. Het lijken vaak gewoon onverklaarbare, willekeurige schommelingen in het proces.<\/p>\n","protected":false},"author":4,"featured_media":27394,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[312,142],"tags":[],"class_list":["post-24919","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-implementatie-consult","category-nieuws","category-312","category-142","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Use Case: Optimaliseren van Kaasgewicht - HAI Smart4Industries<\/title>\n<meta name=\"description\" content=\"Zonder procesmetagegevens is het moeilijk om trends te identificeren en conclusies te trekken uit productiegegevens. 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