{"id":14180,"date":"2024-09-19T05:00:12","date_gmt":"2024-09-19T10:00:12","guid":{"rendered":"https:\/\/www.thermofisher.com\/blog\/materials\/?p=14180"},"modified":"2025-05-21T11:25:20","modified_gmt":"2025-05-21T16:25:20","slug":"boosting-battery-quality-control-with-automated-sem-imaging","status":"publish","type":"post","link":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/","title":{"rendered":"Boosting battery quality control with automated SEM imaging"},"content":{"rendered":"

Battery quality control in battery manufacturing<\/h2>\n

In the competitive battery market, it\u2019s more important than ever to optimize production costs. Staying competitive against new companies and joint ventures requires maximum profit per battery, and that means finding ways to streamline operations without negatively affecting quality and making confident, data-driven decisions.<\/p>\n

This rapidly evolving landscape makes battery quality control a key consideration \u2014 it\u2019s how you identify the line between a more cost-effective manufacturing process and one that turns out an inferior product. But how do you identify all the possible outcomes of a process change?
\nScanning electron microscopes are powerful tools for this type of quality control, delivering visual feedback of minute variations in battery materials. However, accurately measuring features of interest in large volumes of SEM data can still be a challenge. That\u2019s where automated image interpretation can help. Image interpretation software measures features of interest for you, removing operator bias and helping to ensure consistent, quality analysis.
\nHere are three use cases where automated image interpretation can deliver clear data.<\/p>\n

Use case 1: optimizing the calendaring process<\/strong><\/h2>\n

After the coating and drying steps of battery manufacturing, the calendaring process makes sure that the cathode material is properly packed and adheres to the aluminum tape, which enhances the battery\u2019s energy density. If the mixture of particles and binder is poorly distributed on the cathode, you have an asymmetrical electrode. That reduces the number of cycles the battery can undergo.
\nTo measure the accuracy of the particle distribution as well as the height of the sample, you first need a cross section of the cathode. This sample can then be refined with a broad ion beam polisher to remove damage from the cutting process and expose a surface that better represents the sample for SEM imaging. Finally, the imaging data is loaded into image segmentation software, which can automatically identify the cathode layer and measure its height.<\/p>\n

Use case 2: validating packing density of active cathode materials<\/strong><\/h2>\n
\"Particle

Avizo Trueput PCL Process<\/p><\/div>\n

The sample preparation used in the first case study can also be used to validate packing density, which maximizes the amount of energy that the cell can hold, and examine cracks formed during calendaring that can impact cell lifetime.
\nWhile calendaring can help you reach your target packing factor by compressing particles closer together, it\u2019s not enough to ensure consistency when working at the production scale. You must also monitor the particle size distribution, or granulometry, to make sure that there are enough particles of each size to fill the gaps between larger particles. Optical microscopy can validate this to a degree, but scanning electron microscopy can help you definitively detect the smallest particles.<\/p>\n

\"Particle

Avizo Trueput PSD Process<\/p><\/div>\n

Once the imaging data is collected, automated analysis not only identifies and measures all the particles in the image but also removes particles that touch an edge, identifies and distinguishes particles that are touching each other, and removes particles that are obstructed or overlapped by other particles. It then generates a particle size distribution diagram that provides an accurate description of the sample\u2019s granulometry.<\/p>\n

Use case 3: optimizing the curing process<\/strong><\/h2>\n

A particle size distribution histogram can also be used to compare the primary particle structure of the precursor material with that of the finished cathode material. This analysis can help you optimize the time and temperature of the curing process, which can deliver significant cost savings.<\/p>\n

\"Particle

Avizo Trueput PPSA Process<\/p><\/div>\n

In all of these use cases, automated image interpretation delivers accurate, unbiased data that can help you ensure that your samples comply with process requirements \u2014 and it saves valuable time during the manufacturing process.<\/p>\n

Avizo Trueput Software for Battery Quality<\/strong><\/h2>\n

The comprehensive suite of battery inspection workflows in Thermo Scientific Avizo Trueput Software<\/a> for Battery Quality can help you ensure objective results and minimize operator bias. From processing data to generating detailed pass\/fail reports, its standardized approach makes it easy for all users to feel confident in their work and make decisions firmly based in accurate data.
\nWithin the expanding catalog of automated inspections, you\u2019ll find a wealth of quality analysis tests that provide valuable insights into widely adopted protocols in your industry. Each test is seamlessly integrated into the software, so it easier for you to make it part of your standard operating procedure and scale up as needed.<\/p>\n

\"Post

Post Calendaring Layer Analysis Composite U Final<\/p><\/div>\n

Learn more about Avizo Trueput Software ><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Battery quality control in battery manufacturing In the competitive battery market, it\u2019s more important than ever to optimize production costs. Staying competitive against new companies and joint ventures requires maximum profit per battery, and that means finding ways to streamline operations without negatively affecting quality and making confident, data-driven decisions. This rapidly evolving landscape makes<\/p>\n","protected":false},"author":1335,"featured_media":14208,"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":"","footnotes":""},"categories":[1240,1176,1242],"tags":[1247,1156,1246],"division":[],"class_list":{"0":"post-14180","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-avizo-trueput","8":"category-battery","9":"category-battery-analysis-software","10":"tag-automated-sem-imaging","11":"tag-battery-manufacturing","12":"tag-battery-quality-control","13":"entry"},"_selected_authors":"","_selected_reviewers":"","acf":[],"yoast_head":"\nBattery Manufacturing - Battery Quality Control - Advancing Materials<\/title>\n<meta name=\"description\" content=\"Battery manufacturing quality control is aided by automated SEM imaging using Avizo Trueput Software from Thermo Fisher Scientific.\" \/>\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\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Boosting battery quality control with automated SEM imaging\" \/>\n<meta property=\"og:description\" content=\"Battery manufacturing quality control is aided by automated SEM imaging using Avizo Trueput Software from Thermo Fisher Scientific.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/\" \/>\n<meta property=\"og:site_name\" content=\"Advancing Materials\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/thermofisher\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-19T10:00:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-21T16:25:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/admin.acceleratingscience.com\/materials\/wp-content\/uploads\/sites\/7\/2024\/09\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"576\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Lynn Munroe\" \/>\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=\"Lynn Munroe\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/\"},\"author\":{\"name\":\"Lynn Munroe\",\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/#\\\/schema\\\/person\\\/132c5e9080e51a7bc893effae4aeca8f\"},\"headline\":\"Boosting battery quality control with automated SEM imaging\",\"datePublished\":\"2024-09-19T10:00:12+00:00\",\"dateModified\":\"2025-05-21T16:25:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/\"},\"wordCount\":774,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/wp-content\\\/uploads\\\/sites\\\/7\\\/2024\\\/09\\\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg\",\"keywords\":[\"Automated SEM Imaging\",\"battery manufacturing\",\"Battery Quality Control\"],\"articleSection\":[\"Avizo Trueput\",\"Battery\",\"Battery Analysis Software\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/\",\"url\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/\",\"name\":\"Battery Manufacturing - Battery Quality Control - Advancing Materials\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/wp-content\\\/uploads\\\/sites\\\/7\\\/2024\\\/09\\\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg\",\"datePublished\":\"2024-09-19T10:00:12+00:00\",\"dateModified\":\"2025-05-21T16:25:20+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/#\\\/schema\\\/person\\\/132c5e9080e51a7bc893effae4aeca8f\"},\"description\":\"Battery manufacturing quality control is aided by automated SEM imaging using Avizo Trueput Software from Thermo Fisher Scientific.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/#primaryimage\",\"url\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/wp-content\\\/uploads\\\/sites\\\/7\\\/2024\\\/09\\\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg\",\"contentUrl\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/wp-content\\\/uploads\\\/sites\\\/7\\\/2024\\\/09\\\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg\",\"width\":1024,\"height\":576,\"caption\":\"Avizo Trueput Boost-Battery Quality\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.thermofisher.com\\\/blog\\\/materials\\\/boosting-battery-quality-control-with-automated-sem-imaging\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Boosting battery quality control with automated SEM imaging\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/#website\",\"url\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/\",\"name\":\"Advancing Materials\",\"description\":\"Spectroscopy, spectrometry, and materials science stories and solutions about advancing research and improving product development\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/materials\\\/#\\\/schema\\\/person\\\/132c5e9080e51a7bc893effae4aeca8f\",\"name\":\"Lynn Munroe\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2f1deabb3d1091cb274186b3e5526bb0c3746e57c60254e666c1e3053e89088b?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2f1deabb3d1091cb274186b3e5526bb0c3746e57c60254e666c1e3053e89088b?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2f1deabb3d1091cb274186b3e5526bb0c3746e57c60254e666c1e3053e89088b?s=96&d=mm&r=g\",\"caption\":\"Lynn Munroe\"},\"url\":\"https:\\\/\\\/admin.acceleratingscience.com\\\/author\\\/lynnmunroe\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Battery Manufacturing - Battery Quality Control - Advancing Materials","description":"Battery manufacturing quality control is aided by automated SEM imaging using Avizo Trueput Software from Thermo Fisher Scientific.","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\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/","og_locale":"en_US","og_type":"article","og_title":"Boosting battery quality control with automated SEM imaging","og_description":"Battery manufacturing quality control is aided by automated SEM imaging using Avizo Trueput Software from Thermo Fisher Scientific.","og_url":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/","og_site_name":"Advancing Materials","article_publisher":"https:\/\/www.facebook.com\/thermofisher","article_published_time":"2024-09-19T10:00:12+00:00","article_modified_time":"2025-05-21T16:25:20+00:00","og_image":[{"width":1024,"height":576,"url":"https:\/\/admin.acceleratingscience.com\/materials\/wp-content\/uploads\/sites\/7\/2024\/09\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg","type":"image\/jpeg"}],"author":"Lynn Munroe","twitter_card":"summary_large_image","twitter_creator":"@thermofisher","twitter_site":"@thermofisher","twitter_misc":{"Written by":"Lynn Munroe","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/#article","isPartOf":{"@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/"},"author":{"name":"Lynn Munroe","@id":"https:\/\/admin.acceleratingscience.com\/materials\/#\/schema\/person\/132c5e9080e51a7bc893effae4aeca8f"},"headline":"Boosting battery quality control with automated SEM imaging","datePublished":"2024-09-19T10:00:12+00:00","dateModified":"2025-05-21T16:25:20+00:00","mainEntityOfPage":{"@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/"},"wordCount":774,"commentCount":0,"image":{"@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/#primaryimage"},"thumbnailUrl":"https:\/\/admin.acceleratingscience.com\/materials\/wp-content\/uploads\/sites\/7\/2024\/09\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg","keywords":["Automated SEM Imaging","battery manufacturing","Battery Quality Control"],"articleSection":["Avizo Trueput","Battery","Battery Analysis Software"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/","url":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/","name":"Battery Manufacturing - Battery Quality Control - Advancing Materials","isPartOf":{"@id":"https:\/\/admin.acceleratingscience.com\/materials\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/#primaryimage"},"image":{"@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/#primaryimage"},"thumbnailUrl":"https:\/\/admin.acceleratingscience.com\/materials\/wp-content\/uploads\/sites\/7\/2024\/09\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg","datePublished":"2024-09-19T10:00:12+00:00","dateModified":"2025-05-21T16:25:20+00:00","author":{"@id":"https:\/\/admin.acceleratingscience.com\/materials\/#\/schema\/person\/132c5e9080e51a7bc893effae4aeca8f"},"description":"Battery manufacturing quality control is aided by automated SEM imaging using Avizo Trueput Software from Thermo Fisher Scientific.","breadcrumb":{"@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/#primaryimage","url":"https:\/\/admin.acceleratingscience.com\/materials\/wp-content\/uploads\/sites\/7\/2024\/09\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg","contentUrl":"https:\/\/admin.acceleratingscience.com\/materials\/wp-content\/uploads\/sites\/7\/2024\/09\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg","width":1024,"height":576,"caption":"Avizo Trueput Boost-Battery Quality"},{"@type":"BreadcrumbList","@id":"https:\/\/www.thermofisher.com\/blog\/materials\/boosting-battery-quality-control-with-automated-sem-imaging\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/admin.acceleratingscience.com\/materials\/"},{"@type":"ListItem","position":2,"name":"Boosting battery quality control with automated SEM imaging"}]},{"@type":"WebSite","@id":"https:\/\/admin.acceleratingscience.com\/materials\/#website","url":"https:\/\/admin.acceleratingscience.com\/materials\/","name":"Advancing Materials","description":"Spectroscopy, spectrometry, and materials science stories and solutions about advancing research and improving product development","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/admin.acceleratingscience.com\/materials\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/admin.acceleratingscience.com\/materials\/#\/schema\/person\/132c5e9080e51a7bc893effae4aeca8f","name":"Lynn Munroe","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/2f1deabb3d1091cb274186b3e5526bb0c3746e57c60254e666c1e3053e89088b?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2f1deabb3d1091cb274186b3e5526bb0c3746e57c60254e666c1e3053e89088b?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2f1deabb3d1091cb274186b3e5526bb0c3746e57c60254e666c1e3053e89088b?s=96&d=mm&r=g","caption":"Lynn Munroe"},"url":"https:\/\/admin.acceleratingscience.com\/author\/lynnmunroe\/"}]}},"taxonomy_info":{"category":[{"value":1240,"label":"Avizo Trueput"},{"value":1176,"label":"Battery"},{"value":1242,"label":"Battery Analysis Software"}],"post_tag":[{"value":1247,"label":"Automated SEM Imaging"},{"value":1156,"label":"battery manufacturing"},{"value":1246,"label":"Battery Quality Control"}]},"featured_image_src_large":["https:\/\/admin.acceleratingscience.com\/materials\/wp-content\/uploads\/sites\/7\/2024\/09\/Header_Avizo-Trueput-Boost-Battery-Quality_1024x576-1.jpg",760,428,false],"author_info":{"display_name":"Lynn Munroe","author_link":"https:\/\/admin.acceleratingscience.com\/author\/lynnmunroe\/"},"comment_info":0,"category_info":[{"term_id":1240,"name":"Avizo Trueput","slug":"avizo-trueput","term_group":0,"term_taxonomy_id":1240,"taxonomy":"category","description":"","parent":1176,"count":2,"filter":"raw","meta":[],"cat_ID":1240,"category_count":2,"category_description":"","cat_name":"Avizo Trueput","category_nicename":"avizo-trueput","category_parent":1176},{"term_id":1176,"name":"Battery","slug":"battery","term_group":0,"term_taxonomy_id":1176,"taxonomy":"category","description":"","parent":0,"count":28,"filter":"raw","meta":[],"cat_ID":1176,"category_count":28,"category_description":"","cat_name":"Battery","category_nicename":"battery","category_parent":0},{"term_id":1242,"name":"Battery Analysis Software","slug":"battery-analysis-software","term_group":0,"term_taxonomy_id":1242,"taxonomy":"category","description":"","parent":1176,"count":2,"filter":"raw","meta":[],"cat_ID":1242,"category_count":2,"category_description":"","cat_name":"Battery Analysis Software","category_nicename":"battery-analysis-software","category_parent":1176}],"tag_info":[{"term_id":1247,"name":"Automated SEM Imaging","slug":"automated-sem-imaging","term_group":0,"term_taxonomy_id":1247,"taxonomy":"post_tag","description":"","parent":0,"count":1,"filter":"raw","meta":[]},{"term_id":1156,"name":"battery manufacturing","slug":"battery-manufacturing","term_group":0,"term_taxonomy_id":1156,"taxonomy":"post_tag","description":"","parent":0,"count":16,"filter":"raw","meta":[]},{"term_id":1246,"name":"Battery Quality Control","slug":"battery-quality-control","term_group":0,"term_taxonomy_id":1246,"taxonomy":"post_tag","description":"","parent":0,"count":1,"filter":"raw","meta":[]}],"_links":{"self":[{"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/posts\/14180","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/users\/1335"}],"replies":[{"embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/comments?post=14180"}],"version-history":[{"count":0,"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/posts\/14180\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/media\/14208"}],"wp:attachment":[{"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/media?parent=14180"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/categories?post=14180"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/tags?post=14180"},{"taxonomy":"division","embeddable":true,"href":"https:\/\/www.thermofisher.com\/blog\/materials\/wp-json\/wp\/v2\/division?post=14180"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}