
{"id":11001,"date":"2018-10-09T12:00:43","date_gmt":"2018-10-09T12:00:43","guid":{"rendered":"https:\/\/www.thermofisher.com\/blog\/mining\/?p=11001"},"modified":"2026-01-06T20:44:32","modified_gmt":"2026-01-06T20:44:32","slug":"can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability","status":"publish","type":"post","link":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/","title":{"rendered":"Can online cement analysis reduce raw material chemistry variation and process variability?"},"content":{"rendered":"<p><a href=\"https:\/\/www.thermofisher.com\/order\/catalog\/product\/CBOMNIFUSION?SID=srch-srp-CBOMNIFUSION?icid=CAD_blog_mining_2018Oct\"><img loading=\"lazy\" decoding=\"async\" style=\"float: right;border: 0;margin: 10px\" title=\"Can online cement analysis reduce raw material chemistry variation and process variability?\" src=\"https:\/\/www.thermofisher.com\/blog\/wp-content\/uploads\/sites\/3\/2018\/10\/istock-485488315analyze.jpg\" alt=\"Can online cement analysis reduce raw material chemistry variation and process variability?\" width=\"450\" height=\"300\" \/>Online cement analyzers<\/a> continuously measure the elemental composition of the entire raw material stream, in real time, being carried on a conveyor belt. The system provides an elemental analysis of the raw materials used in the <a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/industrial\/cement-coal-minerals\/cement-production.html?icid=CAD_blog_mining_2018Oct\" target=\"_blank\" rel=\"noopener noreferrer\">cement production process<\/a>. Continual monitoring and control of mining operations, stockpile blending and raw material proportioning helps producers optimize quarry lifetime, reduce waste, ensure quality product and minimize energy usage.<\/p>\n<p>Reducing raw material chemistry variation is one of the primary tenents for installing an online cement analyzer.\u00a0 Other control parameters such as C3S, C2S, C3A, C4AF, etc. can also be used as control parameters and as well, individual oxides can be also used if desired.\u00a0 Within the answer to the question \u201cCan an online analyzer help reduce energy consumption of a cement plant\u201d some foundational information can be found that describes how an online analyzer coupled with automated high frequency control can help reduce process variability.\u00a0 Also, for additional information, it may be interesting to read a <a href=\"https:\/\/assets.thermofisher.com\/TFS-Assets\/CAD\/Scientific-Resources\/regulating-clinker-quality-bolu-cement.pdf?icid=CAD_blog_mining_2018Oct\" target=\"_blank\" rel=\"noopener noreferrer\">case study<\/a> of such an online analyzer project that was undertaken with the goal to decrease the standard deviation of the modulus in the production of raw meal. It was found that the online analyzer eliminated the errors that occurred from sampling, since all the material that passed through the belt was analyzed by PGNAA technology.<\/p>\n<p><a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/industrial\/cement-coal-minerals\/cement-coal-minerals-learning-center\/cement-analysis-production-information\/pgnaa-pftna-technology.html?icid=CAD_blog_mining_2018Oct\">Prompt gamma neutron activation analysis<\/a> (PGNAA) and pulsed fast thermal neutron activation (PFTNA) are non-contact, non-destructive analytical techniques used in online analysis systems to determine the elemental composition of bulk raw materials. Both of these techniques are known collectively as neutron activation analysis and function by bombarding materials with neutrons.<\/p>\n<p>The neutrons interact with elements in the materials, which then emit secondary, prompt gamma rays that can be measured. Similar to X-ray fluorescence (XRF), each element emits a characteristic energy signature as it returns to a stable state.\u00a0 [You can get more details about <a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/industrial\/cement-coal-minerals\/cement-coal-minerals-learning-center\/cement-analysis-production-information\/pgnaa-pftna-technology.html?icid=CAD_blog_mining_2018Oct\">PGNAA and PFTNA technology here<\/a>.)<\/p>\n<p>The analysis was performed on a real-time basis with the use of PGNAA technology.\u00a0 This eliminated errors that could occur from the time delay for sampling and sample preparation, which was almost 90 minutes.<\/p>\n<p>With the use of real-time analysis results from the online analyzer and the optimization parameters in the software, the standard deviation of modulus in raw meal production was decreased by 70% for LSF, 50% for SM, and 33% for AM.<\/p>\n<p>With the production of more homogeneous and stable raw meal, the clinker quality was also increased.\u00a0 Standard deviation of the free lime content in clinker production was decreased from .72 to 0.37, which was equal to almost 50% improvement.\u00a0\u00a0 Also, kiln operation became more stable, which is believed to have decreased kiln thermal consumption and increased the life of kiln brick lining.<\/p>\n<p><em>[Read more details in this article:\u00a0 <\/em><a href=\"https:\/\/assets.thermofisher.com\/TFS-Assets\/CAD\/Scientific-Resources\/regulating-clinker-quality-bolu-cement.pdf?icid=CAD_blog_mining_2018Oct\"><em>Regulating Clinker Quality<\/em><\/a><em>.]<\/em><\/p>\n<p><em>We\u2019ve written up the 15 most frequently asked questions about online cement analysis technology and provided the answers on one page.\u00a0\u00a0You can view it here:\u00a0<a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/industrial\/cement-coal-minerals\/cement-coal-minerals-learning-center\/cement-analysis-production-information\/online-material-analysis-cement-production-faqs.html?icid=CAD_blog_mining_2018Dec\" target=\"_blank\" rel=\"noopener noreferrer\">Online Material Analysis for Cement Production FAQs<\/a><\/em><\/p>\n<h2>Update: Visit the<a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/industrial\/cement-coal-minerals\/cement-production.html?cid=cad_cad_vm_cement_sig_blog\"> Cement Production center<\/a> on our website, with free resources to help you optimize your cement making process.<br \/>\n<a href=\"https:\/\/www.thermofisher.com\/us\/en\/home\/industrial\/cement-coal-minerals\/cement-production.html?cid=cad_cad_vm_cement_sig_blog\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-11424\" src=\"https:\/\/www.thermofisher.com\/blog\/wp-content\/uploads\/sites\/3\/2015\/08\/CAD-Cement-E-Signature-Banner-600x125.jpg\" alt=\"\" width=\"600\" height=\"125\" srcset=\"https:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2015\/08\/CAD-Cement-E-Signature-Banner-600x125.jpg 600w, https:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2015\/08\/CAD-Cement-E-Signature-Banner-600x125-300x63.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/h2>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Online cement analyzers continuously measure the elemental composition of the entire raw material stream, in real time, being carried on a conveyor belt. The system provides an elemental analysis of the raw materials used in the cement production process. Continual monitoring and control of mining operations, stockpile blending and raw material proportioning helps producers optimize<\/p>\n","protected":false},"author":142,"featured_media":11039,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_monsterinsights_skip_tracking":false,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[8],"tags":[],"division":[],"class_list":{"0":"post-11001","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-cement","8":"entry"},"_selected_authors":[1211],"_selected_reviewers":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Can online cement analysis reduce raw material chemistry variation and process variability?<\/title>\n<meta name=\"description\" content=\"Cement plants must monitor and analyze their raw material quality to ensure stable process operations, minimize production costs and meet product specification.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Can online cement analysis reduce raw material chemistry variation and process variability?\" \/>\n<meta property=\"og:description\" content=\"Cement plants must monitor and analyze their raw material quality to ensure stable process operations, minimize production costs and meet product specification.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/\" \/>\n<meta property=\"og:site_name\" content=\"Advancing Mining\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/thermofisher\" \/>\n<meta property=\"article:published_time\" content=\"2018-10-09T12:00:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-06T20:44:32+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2018\/10\/istock-485488315analyze.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"724\" \/>\n\t<meta property=\"og:image:height\" content=\"483\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Darrell Leetham\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@thermofisher\" \/>\n<meta name=\"twitter:site\" content=\"@thermofisher\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Darrell Leetham\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/\"},\"author\":{\"name\":\"Darrell Leetham\",\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/#\\\/schema\\\/person\\\/084f4ad87b938d6a238a48082bf2475f\"},\"headline\":\"Can online cement analysis reduce raw material chemistry variation and process variability?\",\"datePublished\":\"2018-10-09T12:00:43+00:00\",\"dateModified\":\"2026-01-06T20:44:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/\"},\"wordCount\":526,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2018\\\/10\\\/istock-485488315analyze.jpg\",\"articleSection\":[\"Cement\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/\",\"url\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/\",\"name\":\"Can online cement analysis reduce raw material chemistry variation and process variability?\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2018\\\/10\\\/istock-485488315analyze.jpg\",\"datePublished\":\"2018-10-09T12:00:43+00:00\",\"dateModified\":\"2026-01-06T20:44:32+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/#\\\/schema\\\/person\\\/084f4ad87b938d6a238a48082bf2475f\"},\"description\":\"Cement plants must monitor and analyze their raw material quality to ensure stable process operations, minimize production costs and meet product specification.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/#primaryimage\",\"url\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2018\\\/10\\\/istock-485488315analyze.jpg\",\"contentUrl\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/2018\\\/10\\\/istock-485488315analyze.jpg\",\"width\":724,\"height\":483,\"caption\":\"Can online cement analysis reduce raw material chemistry variation and process variability?\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/mining\\\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Can online cement analysis reduce raw material chemistry variation and process variability?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/#website\",\"url\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/\",\"name\":\"Advancing Mining\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/mining\\\/#\\\/schema\\\/person\\\/084f4ad87b938d6a238a48082bf2475f\",\"name\":\"Darrell Leetham\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1eee654c9224c5e6e97936d15625cfd1e0ce21cc46addf11e93876b77c284d0e?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1eee654c9224c5e6e97936d15625cfd1e0ce21cc46addf11e93876b77c284d0e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1eee654c9224c5e6e97936d15625cfd1e0ce21cc46addf11e93876b77c284d0e?s=96&d=mm&r=g\",\"caption\":\"Darrell Leetham\"},\"url\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/author\\\/darrell-leethamthermofisher-com\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Can online cement analysis reduce raw material chemistry variation and process variability?","description":"Cement plants must monitor and analyze their raw material quality to ensure stable process operations, minimize production costs and meet product specification.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/","og_locale":"en_US","og_type":"article","og_title":"Can online cement analysis reduce raw material chemistry variation and process variability?","og_description":"Cement plants must monitor and analyze their raw material quality to ensure stable process operations, minimize production costs and meet product specification.","og_url":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/","og_site_name":"Advancing Mining","article_publisher":"https:\/\/www.facebook.com\/thermofisher","article_published_time":"2018-10-09T12:00:43+00:00","article_modified_time":"2026-01-06T20:44:32+00:00","og_image":[{"width":724,"height":483,"url":"http:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2018\/10\/istock-485488315analyze.jpg","type":"image\/jpeg"}],"author":"Darrell Leetham","twitter_card":"summary_large_image","twitter_creator":"@thermofisher","twitter_site":"@thermofisher","twitter_misc":{"Written by":"Darrell Leetham","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/#article","isPartOf":{"@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/"},"author":{"name":"Darrell Leetham","@id":"https:\/\/admin.acceleratingscience.com\/mining\/#\/schema\/person\/084f4ad87b938d6a238a48082bf2475f"},"headline":"Can online cement analysis reduce raw material chemistry variation and process variability?","datePublished":"2018-10-09T12:00:43+00:00","dateModified":"2026-01-06T20:44:32+00:00","mainEntityOfPage":{"@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/"},"wordCount":526,"commentCount":0,"image":{"@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/#primaryimage"},"thumbnailUrl":"https:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2018\/10\/istock-485488315analyze.jpg","articleSection":["Cement"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/","url":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/","name":"Can online cement analysis reduce raw material chemistry variation and process variability?","isPartOf":{"@id":"https:\/\/admin.acceleratingscience.com\/mining\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/#primaryimage"},"image":{"@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/#primaryimage"},"thumbnailUrl":"https:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2018\/10\/istock-485488315analyze.jpg","datePublished":"2018-10-09T12:00:43+00:00","dateModified":"2026-01-06T20:44:32+00:00","author":{"@id":"https:\/\/admin.acceleratingscience.com\/mining\/#\/schema\/person\/084f4ad87b938d6a238a48082bf2475f"},"description":"Cement plants must monitor and analyze their raw material quality to ensure stable process operations, minimize production costs and meet product specification.","breadcrumb":{"@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/#primaryimage","url":"https:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2018\/10\/istock-485488315analyze.jpg","contentUrl":"https:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2018\/10\/istock-485488315analyze.jpg","width":724,"height":483,"caption":"Can online cement analysis reduce raw material chemistry variation and process variability?"},{"@type":"BreadcrumbList","@id":"https:\/\/www.thermofisher.com\/blog\/mining\/can-online-cement-analysis-reduce-raw-material-chemistry-variation-and-process-variability\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/admin.acceleratingscience.com\/mining\/"},{"@type":"ListItem","position":2,"name":"Can online cement analysis reduce raw material chemistry variation and process variability?"}]},{"@type":"WebSite","@id":"https:\/\/admin.acceleratingscience.com\/mining\/#website","url":"https:\/\/admin.acceleratingscience.com\/mining\/","name":"Advancing Mining","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/admin.acceleratingscience.com\/mining\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/admin.acceleratingscience.com\/mining\/#\/schema\/person\/084f4ad87b938d6a238a48082bf2475f","name":"Darrell Leetham","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/1eee654c9224c5e6e97936d15625cfd1e0ce21cc46addf11e93876b77c284d0e?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/1eee654c9224c5e6e97936d15625cfd1e0ce21cc46addf11e93876b77c284d0e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1eee654c9224c5e6e97936d15625cfd1e0ce21cc46addf11e93876b77c284d0e?s=96&d=mm&r=g","caption":"Darrell Leetham"},"url":"https:\/\/admin.acceleratingscience.com\/author\/darrell-leethamthermofisher-com\/"}]}},"taxonomy_info":{"category":[{"value":8,"label":"Cement"}]},"featured_image_src_large":["https:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2018\/10\/istock-485488315analyze.jpg",724,483,false],"author_info":{"display_name":"Darrell Leetham","author_link":"https:\/\/admin.acceleratingscience.com\/author\/darrell-leethamthermofisher-com\/"},"comment_info":0,"category_info":[{"term_id":8,"name":"Cement","slug":"cement","term_group":0,"term_taxonomy_id":8,"taxonomy":"category","description":"","parent":0,"count":67,"filter":"raw","meta":[],"cat_ID":8,"category_count":67,"category_description":"","cat_name":"Cement","category_nicename":"cement","category_parent":0}],"tag_info":false,"jetpack-related-posts":[{"id":13544,"url":"https:\/\/www.thermofisher.com\/blog\/mining\/did-you-read-these-mining-and-minerals-articles-yet\/","url_meta":{"origin":11001,"position":0},"title":"Did You Read These Mining and Minerals Articles Yet?","author":"Marlene Gasdia-Cochrane","date":"December 16, 2025","format":false,"excerpt":"According to Google, here are the Top 10 read articles this year from Advancing Mining. Some have been around for quite awhile, but are still as relevant as ever. If you missed any of the latest articles, just click\u00a0here\u00a0to see the most recently published articles. You can even filter by\u2026","rel":"","context":"In &quot;General\/Industry&quot;","block_context":{"text":"General\/Industry","link":"https:\/\/admin.acceleratingscience.com\/mining\/general-industry-mining\/"},"img":{"alt_text":"Top 10, words, isolated on a dark blue background. Alphabet on stone blocks.Rating. Rating concept. Background.","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/12\/iStock-1411361298.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/12\/iStock-1411361298.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/12\/iStock-1411361298.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/12\/iStock-1411361298.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/12\/iStock-1411361298.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/12\/iStock-1411361298.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":1624,"url":"https:\/\/www.thermofisher.com\/blog\/mining\/a-halloween-treat-free-periodic-table\/","url_meta":{"origin":11001,"position":1},"title":"A Halloween Treat &#8211; Free Periodic Table","author":"Marlene Gasdia-Cochrane","date":"October 30, 2025","format":false,"excerpt":"No tricks here. Download this handy periodic table and X-ray energy reference guide to help in analyzing your mining samples. \u00a0It's our treat. Then visit our Mining and Minerals, Cement Production, and Coal Power pages for more goodies. Download Periodic Table.\u00a0 \u00a0","rel":"","context":"In &quot;Elemental\/Geochemical Analysis&quot;","block_context":{"text":"Elemental\/Geochemical Analysis","link":"https:\/\/admin.acceleratingscience.com\/mining\/elemental-geochemical-analysis\/"},"img":{"alt_text":"halloween scene with plastic pumpkin and candy","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/No-Tricks-.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/No-Tricks-.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/No-Tricks-.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/No-Tricks-.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/No-Tricks-.jpg?resize=1050%2C600&ssl=1 3x"},"classes":[]},{"id":13488,"url":"https:\/\/www.thermofisher.com\/blog\/mining\/the-role-of-edxrf-spectrometers-in-the-extraction-of-copper-from-ore\/","url_meta":{"origin":11001,"position":2},"title":"The Role of EDXRF Spectrometers in the Extraction of Copper from Ore","author":"Marlene Gasdia-Cochrane","date":"November 4, 2025","format":false,"excerpt":"Copper extraction is a complex process requiring precise control to ensure high purity. Energy Dispersive X-ray Fluorescence (EDXRF) spectrometers play a vital role by providing fast, non-destructive elemental analysis of ores, concentrates, and intermediate products. This enables mining operations to optimize extraction efficiency, maintain quality assurance, and meet stringent industry\u2026","rel":"","context":"In &quot;Elemental\/Geochemical Analysis&quot;","block_context":{"text":"Elemental\/Geochemical Analysis","link":"https:\/\/admin.acceleratingscience.com\/mining\/elemental-geochemical-analysis\/"},"img":{"alt_text":"a rock showing signs of copper and gold.","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/iStock-1309478061.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/iStock-1309478061.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/iStock-1309478061.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/iStock-1309478061.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/iStock-1309478061.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2025\/10\/iStock-1309478061.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":13977,"url":"https:\/\/www.thermofisher.com\/blog\/mining\/what-is-in-situ-geochemical-analysis-and-why-it-is-critical-for-modern-field-operations\/","url_meta":{"origin":11001,"position":3},"title":"What Is In Situ Geochemical Analysis \u2014 And Why It Is Critical for Modern Field Operations","author":"Marlene Gasdia-Cochrane","date":"March 13, 2026","format":false,"excerpt":"In situ geochemical analysis has become a cornerstone of modern mineral exploration, mining, and environmental fieldwork. As project timelines tighten and operational costs increase, organizations can no longer afford delays caused by traditional laboratory testing workflows. In situ analysis \u2014 the ability to measure elemental composition directly at the sampling\u2026","rel":"","context":"In &quot;Exploration&quot;","block_context":{"text":"Exploration","link":"https:\/\/admin.acceleratingscience.com\/mining\/exploration\/"},"img":{"alt_text":"Close up of industrial worker holding mineral ore in gloved hands on mining site","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-896157842.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-896157842.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-896157842.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-896157842.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-896157842.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-896157842.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":13986,"url":"https:\/\/www.thermofisher.com\/blog\/mining\/best-practices-for-accurate-in-situ-geochemical-analysis\/","url_meta":{"origin":11001,"position":4},"title":"Best Practices for Accurate In Situ Geochemical Analysis","author":"Marlene Gasdia-Cochrane","date":"March 24, 2026","format":false,"excerpt":"In situ geochemical analysis refers to elemental testing performed directly on geological materials in their natural location, avoiding the delays and costs associated with laboratory testing.\u00a0 While in situ geochemical analysis delivers immediate elemental data, the reliability of those results depends heavily on proper field methodology. Portable analytical technologies used\u2026","rel":"","context":"In &quot;Exploration&quot;","block_context":{"text":"Exploration","link":"https:\/\/admin.acceleratingscience.com\/mining\/exploration\/"},"img":{"alt_text":"Mining truck on a dirt road in the Andes, Chile (near Embalse El Yeso, Caj\u00f3n del Maipo, San Jos\u00e9 de Maipo)","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-2222354034.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-2222354034.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-2222354034.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-2222354034.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-2222354034.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2026\/03\/iStock-2222354034.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":2707,"url":"https:\/\/www.thermofisher.com\/blog\/mining\/potash-a-look-at-the-worlds-most-popular-fertilizer\/","url_meta":{"origin":11001,"position":5},"title":"Potash: A Look at the World\u2019s Most Popular Fertilizer","author":"Ali Somarin","date":"April 8, 2026","format":false,"excerpt":"Potash Explained Potash is one of the most essential fertilizers in modern agriculture, supplying potassium\u2014an irreplaceable nutrient that supports plant growth, crop yield, and overall food production. According to the U.S. Geological Survey (USGS), about 85% of potash is used in fertilizers, underscoring its critical role in global farming systems.\u2026","rel":"","context":"In &quot;Data Management\/Lab Automation&quot;","block_context":{"text":"Data Management\/Lab Automation","link":"https:\/\/admin.acceleratingscience.com\/mining\/data-management-lab-automation\/"},"img":{"alt_text":"potash evaporation ponds at mining site","src":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2014\/06\/iStock-1362567340.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2014\/06\/iStock-1362567340.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2014\/06\/iStock-1362567340.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2014\/06\/iStock-1362567340.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2014\/06\/iStock-1362567340.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2014\/06\/iStock-1362567340.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]}],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/admin.acceleratingscience.com\/mining\/wp-content\/uploads\/sites\/3\/2018\/10\/istock-485488315analyze.jpg","_links":{"self":[{"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/posts\/11001","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/users\/142"}],"replies":[{"embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/comments?post=11001"}],"version-history":[{"count":0,"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/posts\/11001\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/media\/11039"}],"wp:attachment":[{"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/media?parent=11001"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/categories?post=11001"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/tags?post=11001"},{"taxonomy":"division","embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/mining\/wp-json\/wp\/v2\/division?post=11001"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}