{"id":53009,"date":"2024-05-21T15:21:33","date_gmt":"2024-05-21T13:21:33","guid":{"rendered":"https:\/\/www.batemo.com\/?page_id=53009"},"modified":"2025-02-07T09:41:03","modified_gmt":"2025-02-07T08:41:03","slug":"ai-development","status":"publish","type":"page","link":"https:\/\/staging.batemo.com\/fr\/ai-development\/","title":{"rendered":"AI Development"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"53009\" class=\"elementor elementor-53009\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-b2d9a26 elementor-section-stretched elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-eae-slider=\"94401\" data-dce-background-color=\"#272727\" data-dce-background-overlay-color=\"#272727\" data-dce-background-image-url=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/robotics-1-scaled.jpg\" data-id=\"b2d9a26\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\" \/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f010fe5\" data-eae-slider=\"61584\" data-id=\"f010fe5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0ca7529 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"0ca7529\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Do you Build AI Models&nbsp;?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afde22a elementor-widget elementor-widget-spacer\" data-id=\"afde22a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d5c344 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"9d5c344\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Train them with batemo&nbsp;!<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b374e8 elementor-widget elementor-widget-spacer\" data-id=\"8b374e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-cfa93d8 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-eae-slider=\"3355\" data-id=\"cfa93d8\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\" \/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7c864d6\" data-eae-slider=\"76909\" data-id=\"7c864d6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-47b35e1 elementor-widget elementor-widget-heading\" data-id=\"47b35e1\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"challenge\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Challenge<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#FFFFFF\" class=\"elementor-element elementor-element-d0f2f9f elementor-widget elementor-widget-text-editor\" data-id=\"d0f2f9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe development of data-driven <span class=\"orange_bold\">artifi\u00adcial intel\u00adli\u00adgence<\/span> (AI)-models or algorithms such as neural networks (ANN) or support vector machines (SVM), which use <span class=\"orange_bold\">machine learning<\/span> techniques to learn the linkage between battery in- and output variables, is an exciting but challen\u00adging task. It means to create a model that captures the non-corre\u00adla\u00adtive, non-linear and dynamic behavior of a real battery cell by supplying large amounts of data for <span class=\"orange_bold\">AI training<\/span>. Ensuring that the training data are of high quality and cover all opera\u00adting conditions is essen\u00adtial for building robust AI models. Something that is missing when <span class=\"orange_bold\">techno\u00adlogy evolves fast<\/span> \u2013 like in the battery business with novel chemis\u00adtries that all have their own challenges.&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f70cfc elementor-widget elementor-widget-spacer\" data-id=\"3f70cfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bb4671 elementor-hidden-mobile dce_masking-none elementor-widget elementor-widget-image\" data-id=\"5bb4671\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"768\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge-16.png\" class=\"attachment-full size-full wp-image-55858\" alt srcset=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge-16.png 2560w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge-16-500x150.png 500w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge-16-1024x307.png 1024w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge-16-768x231.png 768w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge-16-1536x461.png 1536w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge-16-2048x615.png 2048w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge-16-1000x300.png 1000w\" sizes=\"(max-width: 2560px) 100vw, 2560px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81c32b9 elementor-hidden-desktop elementor-hidden-tablet dce_masking-none elementor-widget elementor-widget-image\" data-id=\"81c32b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"936\" height=\"2536\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge_mobile-9.png\" class=\"attachment-full size-full wp-image-55905\" alt srcset=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge_mobile-9.png 936w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge_mobile-9-185x500.png 185w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge_mobile-9-378x1024.png 378w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge_mobile-9-768x2081.png 768w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge_mobile-9-567x1536.png 567w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Challenge_mobile-9-756x2048.png 756w\" sizes=\"(max-width: 936px) 100vw, 936px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6efe4e1 elementor-widget elementor-widget-spacer\" data-id=\"6efe4e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#FFFFFF\" class=\"elementor-element elementor-element-abc4667 elementor-widget elementor-widget-text-editor\" data-id=\"abc4667\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe major problem is that fast, physical and accurate <span class=\"orange_bold\">battery models<\/span> are missing for AI development. As alter\u00adna\u00adtive, testing-based workflows are applied. However, conduc\u00adting suffi\u00adcient experi\u00adments at the time when the datasets are needed for training is close to impos\u00adsible, as it is expen\u00adsive and time-consu\u00adming. This causes <span class=\"orange_bold\">major issues<\/span> when the algorithm trans\u00adfers <span class=\"orange_bold\">data deficien\u00adcies<\/span> to inaccu\u00adrate predic\u00adtions, non-inter\u00adpre\u00adta\u00adbi\u00adlity and <span class=\"orange_bold\">unsafe opera\u00adtion<\/span>.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#FFFFFF\" class=\"elementor-element elementor-element-c81d05b elementor-widget elementor-widget-text-editor\" data-id=\"c81d05b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThis is true for <span style=\"color: #ea5b0c; font-weight: bold;\">many aspects<\/span> of AI development. Let\u2019s make some examples&nbsp;:&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#FFFFFF\" class=\"elementor-element elementor-element-9a1a91f elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"9a1a91f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-square-full\" viewBox=\"0 0 512 512\"><path d=\"M512 512H0V0h512v512z\" \/><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Does my AI algorithm track the <span style=\"color: #ea5b0c;font-weight: bold\">state of charge<\/span> correctly, even under extreme conditions&nbsp;?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-square-full\" viewBox=\"0 0 512 512\"><path d=\"M512 512H0V0h512v512z\" \/><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">How accura\u00adtely does my AI estimate the <span style=\"color: #ea5b0c;font-weight: bold\">state of health<\/span>&nbsp;?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-square-full\" viewBox=\"0 0 512 512\"><path d=\"M512 512H0V0h512v512z\" \/><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">How do I ensure that my AI is not <span style=\"color: #ea5b0c;font-weight: bold\">biased<\/span> from imbalanced battery training datasets causing over- or underfitting&nbsp;?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-square-full\" viewBox=\"0 0 512 512\"><path d=\"M512 512H0V0h512v512z\" \/><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">How can my AI generate <span style=\"color: #ea5b0c;font-weight: bold\">inter\u00adpre\u00adtable results<\/span> that provide insights into the physical battery state&nbsp;?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-square-full\" viewBox=\"0 0 512 512\"><path d=\"M512 512H0V0h512v512z\" \/><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">How do I know if I fed <span style=\"color: #ea5b0c;font-weight: bold\">suffi\u00adcient data<\/span> so that model predic\u00adtions are robust&nbsp;?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#FFFFFF\" class=\"elementor-element elementor-element-4e79260 elementor-widget elementor-widget-text-editor\" data-id=\"4e79260\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tFinding reliable answers to these questions fast is diffi\u00adcult\u2026 very difficult.&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bf20b6 elementor-widget elementor-widget-spacer\" data-id=\"5bf20b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-47671ac elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-eae-slider=\"11867\" data-id=\"47671ac\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\" \/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-80f4fd4\" data-eae-slider=\"51138\" data-id=\"80f4fd4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c54eb6 elementor-widget elementor-widget-heading\" data-id=\"6c54eb6\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"solution\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Solution - Battery AI Training<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#272727\" class=\"elementor-element elementor-element-283d82c elementor-widget elementor-widget-text-editor\" data-id=\"283d82c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tYou need the <span class=\"orange_bold\">ultimate tool<\/span> for develo\u00adping your data-driven AI algorithm by giving it access to the <span class=\"orange_bold\">best possible data base<\/span> for training and valida\u00adtion. This is exactly what the <a href=\"\/products\/batemo-cell-model\">Batemo Cell Models<\/a> can do for you. Batemo\u2019s unique battery modeling techno\u00adlogy allows you to develop advanced AI algorithms based on globally validated battery cell models.\nThe under\u00adlying idea is to develop your AI not with measu\u00adre\u00adment data, but with the <span class=\"orange_bold\">most accurate battery cell models<\/span> there are. With the Batemo Cell Model as high-fidelity physical core model, you ensure that every\u00adthing during AI development holds true when you move to field opera\u00adtion. By having access to the <a href=\"\/products\/batemo-cell-explorer\"> Batemo Cell Model Library<\/a>, you ensure that the training of your AI algorithms is consistent and robust amongst all your cell types, and that you have the ideal training source for all your cells from <span class=\"orange_bold\">day one<\/span>. By incor\u00adpo\u00adra\u00adting the Batemo Cell Models into your development, you can unlock the full poten\u00adtial of data-driven approaches to build <span class=\"orange_bold\">better AI algorithms<\/span> with <span class=\"orange_bold\">less resources<\/span> a lot <span class=\"orange_bold\">faster<\/span>.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-677953f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-eae-slider=\"40190\" data-id=\"677953f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-12e9176 elementor-invisible\" data-eae-slider=\"17504\" data-id=\"12e9176\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-39fc389 dce_masking-none elementor-widget elementor-widget-image\" data-id=\"39fc389\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/elementor\/thumbs\/batemo_Folienmaster_Icon_orange_02-qwwajjc2lrudo8em8fxdcx80yadezxskeh1fsmjbj4.png\" title=\"batemo_Folienmaster_Icon_orange_02\" alt=\"batemo_Folienmaster_Icon_orange_02\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3efad62 elementor-widget elementor-widget-heading\" data-id=\"3efad62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Fast<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#272727\" class=\"elementor-element elementor-element-4d6ad29 elementor-widget elementor-widget-text-editor\" data-id=\"4d6ad29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe Batemo Cell Models run within seconds within a <span class=\"orange_bold\">full automa\u00adtion backend<\/span>. You can generate <span class=\"orange_bold\">thousands of training profiles<\/span> virtually over night, and there\u00adwith receive immediate feedback on AI functio\u00adna\u00adlity and quality.&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-9bd1edd elementor-invisible\" data-eae-slider=\"78434\" data-id=\"9bd1edd\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:400}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7b6d495 dce_masking-none elementor-widget elementor-widget-image\" data-id=\"7b6d495\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/elementor\/thumbs\/batemo_Folienmaster_Icon_orange_29-qwwajjc2lrudo8em8fxdcx80yadezxskeh1fsmjbj4.png\" title=\"batemo_Folienmaster_Icon_orange_29\" alt=\"batemo_Folienmaster_Icon_orange_29\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b2802d elementor-widget elementor-widget-heading\" data-id=\"8b2802d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Physical<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d99db9 elementor-widget elementor-widget-text-editor\" data-id=\"3d99db9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe Batemo Cell Models are strictly physical and provide access to inner cell quanti\u00adties. Only if you base your AI development on a physical core model that <span class=\"orange_bold\">correctly splits up the under\u00adlying processes<\/span>, you can enable the AI to predict the perfor\u00admance of fresh and aged battery cells under all opera\u00adting conditions.&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-619d01a elementor-invisible\" data-eae-slider=\"17812\" data-id=\"619d01a\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:800}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7faf744 dce_masking-none elementor-widget elementor-widget-image\" data-id=\"7faf744\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/elementor\/thumbs\/batemo_Folienmaster_Icon_orange_09-qwwajjc2lrudo8em8fxdcx80yadezxskeh1fsmjbj4.png\" title=\"batemo_Folienmaster_Icon_orange_09\" alt=\"batemo_Folienmaster_Icon_orange_09\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-385cac4 elementor-widget elementor-widget-heading\" data-id=\"385cac4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Accurate<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94d6c7a elementor-widget elementor-widget-text-editor\" data-id=\"94d6c7a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe Batemo Cell Models are the&nbsp;most accurate&nbsp;battery cell that exist on the market - <span class=\"orange_bold\">guaran\u00adteed<\/span>&nbsp;! We always&nbsp;<span class=\"orange_bold\">demons\u00adtrate the validity<\/span>&nbsp;through exten\u00adsive measu\u00adre\u00adments that prove highest accuracy. Only in this way you can ensure that the AI receives <span class=\"orange_bold\">validated cell behavior<\/span> as data&nbsp;base.&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-009ea44 elementor-widget elementor-widget-spacer\" data-id=\"009ea44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91ef0af elementor-hidden-mobile dce_masking-none elementor-widget elementor-widget-image\" data-id=\"91ef0af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"314\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution-10-1024x314.png\" class=\"attachment-large size-large wp-image-55870\" alt srcset=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution-10-1024x314.png 1024w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution-10-500x153.png 500w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution-10-768x235.png 768w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution-10-1536x470.png 1536w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution-10-2048x627.png 2048w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution-10-1000x306.png 1000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d776e79 elementor-hidden-desktop elementor-hidden-tablet dce_masking-none elementor-widget elementor-widget-image\" data-id=\"d776e79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"403\" height=\"1024\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution_mobile-3-403x1024.png\" class=\"attachment-large size-large wp-image-55914\" alt srcset=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution_mobile-3-403x1024.png 403w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution_mobile-3-197x500.png 197w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution_mobile-3-768x1952.png 768w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution_mobile-3-604x1536.png 604w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution_mobile-3-806x2048.png 806w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Solution_mobile-3.png 1000w\" sizes=\"(max-width: 403px) 100vw, 403px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd5f9ec elementor-widget elementor-widget-spacer\" data-id=\"dd5f9ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#272727\" class=\"elementor-element elementor-element-bde1609 elementor-widget elementor-widget-text-editor\" data-id=\"bde1609\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe metho\u00addo\u00adlogy we apply is novel and robust and repre\u00adsents a paradigm shift in AI development. It is based on syner\u00adgis\u00adti\u00adcally combi\u00adning physics-based <span class=\"orange_bold\">Batemo simula\u00adtions<\/span>, data-driven <span class=\"orange_bold\">machine learning algorithms<\/span>, and <span class=\"orange_bold\">testing<\/span>.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffab046 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-eael-feature-list\" data-id=\"ffab046\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-feature-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"-icon-position-left -tablet-icon-position-left -mobile-icon-position-left\">\n\t\t\t<ul id=\"eael-feature-list-ffab046\" class=\"eael-feature-list-items square stacked connector-type-classic eael-feature-list-vertical\" data-layout-tablet=\"vertical\" data-layout-mobile=\"vertical\">\n\t\t\t                <li class=\"eael-feature-list-item elementor-repeater-item-fe27f49\">\n                                            <span class=\"connector\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                        <span class=\"connector connector-tablet\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                        <span class=\"connector connector-mobile\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                    \n\t\t\t\t\t\t<div class=\"eael-feature-list-icon-box\">\n\t\t\t\t\t\t\t<div class=\"eael-feature-list-icon-inner\">\n\n\t\t\t\t\t\t\t\t<span class=\"eael-feature-list-icon fl-icon-0\">\n\n\t\t<svg width=\"319.47\" height=\"341.55\" viewBox=\"0 0 319.47 341.55\"><defs><style>      .cls-1 {        font-size: 250px;        fill: #fff;        font-family: BigJohn, Big John;      }    <\/style><\/defs><g id=\"Layer_2\" data-name=\"Layer 2\"><g id=\"Layer_1-2\" data-name=\"Layer 1\"><text class=\"cls-1\" transform=\"translate(0 302)\">1<\/text><text class=\"cls-1\" transform=\"translate(129.88 218.75) scale(0.58)\">st<\/text><\/g><\/g><\/svg>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"eael-feature-list-content-box\">\n                            <h2 class=\"eael-feature-list-title\"><\/h2>\t\t\t\t\t\t<p class=\"eael-feature-list-content\"><\/p><p class=\"list_content\"> Get a <a href=\"\/products\/batemo-cell-model\"> Batemo Cell Model<\/a> from the <a href=\"\/products\/batemo-cell-explorer\"> Batemo Cell Model Library<\/a> or we create a Custom Cell Model speci\u00adfi\u00adcally for&nbsp;you.&nbsp;<\/p>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t                <li class=\"eael-feature-list-item elementor-repeater-item-3cf7129\">\n                                            <span class=\"connector\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                        <span class=\"connector connector-tablet\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                        <span class=\"connector connector-mobile\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                    \n\t\t\t\t\t\t<div class=\"eael-feature-list-icon-box\">\n\t\t\t\t\t\t\t<div class=\"eael-feature-list-icon-inner\">\n\n\t\t\t\t\t\t\t\t<span class=\"eael-feature-list-icon fl-icon-1\">\n\n\t\t<svg id=\"Layer_1\" data-name=\"Layer 1\" width=\"391.76\" height=\"341.55\" viewBox=\"0 0 391.76 341.55\"><defs><style>      .cls-1 {        font-size: 250px;        fill: #fff;        font-family: BigJohn, Big John;      }    <\/style><\/defs><text class=\"cls-1\" transform=\"translate(0 302)\">2<\/text><text class=\"cls-1\" transform=\"translate(162.6 218.75) scale(0.58)\">nd<\/text><text x=\"-55.9\" y=\"-79.22\" \/><text x=\"-55.9\" y=\"-79.22\" \/><\/svg>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"eael-feature-list-content-box\">\n                            <h2 class=\"eael-feature-list-title\"><\/h2>\t\t\t\t\t\t<p class=\"eael-feature-list-content\"><\/p><p class=\"list_content\"> Integrate the cell model into your <span class=\"orange_bold\"> preferred simula\u00adtion environ\u00adment<\/span> for develo\u00adping your AI innovations.<\/p>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t                <li class=\"eael-feature-list-item elementor-repeater-item-ee9f79e\">\n                                            <span class=\"connector\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                        <span class=\"connector connector-tablet\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                        <span class=\"connector connector-mobile\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                    \n\t\t\t\t\t\t<div class=\"eael-feature-list-icon-box\">\n\t\t\t\t\t\t\t<div class=\"eael-feature-list-icon-inner\">\n\n\t\t\t\t\t\t\t\t<span class=\"eael-feature-list-icon fl-icon-2\">\n\n\t\t<svg width=\"388.2\" height=\"341.55\" viewBox=\"0 0 388.2 341.55\"><defs><style>      .cls-1 {        font-size: 250px;        fill: #fff;        font-family: BigJohn, Big John;      }    <\/style><\/defs><g id=\"Layer_2\" data-name=\"Layer 2\"><g id=\"Layer_1-2\" data-name=\"Layer 1\"><text class=\"cls-1\" transform=\"translate(0 302)\">3<\/text><text class=\"cls-1\" transform=\"translate(162.6 218.75) scale(0.58)\">rd<\/text><\/g><\/g><\/svg>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"eael-feature-list-content-box\">\n                            <h2 class=\"eael-feature-list-title\"><\/h2>\t\t\t\t\t\t<p class=\"eael-feature-list-content\"><\/p><p class=\"list_content\"> Use software-in-the-loop development methods to train your AI algorithm based on the Batemo Cell Model as high-preci\u00adsion physical core model. Run <span class=\"orange_bold\">fully automated training routines<\/span>  by letting the AI model control the boundary conditions and parame\u00adters of the cell model simula\u00adtions. Compare the predic\u00adtions of the data-driven model against synthetic valida\u00adtion sets from the high-fidelity physical model to assess accuracy and generalizability.<\/p>\n\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t                <li class=\"eael-feature-list-item elementor-repeater-item-23eb6dc\">\n                                            <span class=\"connector\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                        <span class=\"connector connector-tablet\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                        <span class=\"connector connector-mobile\" style=\"right: calc(100% - 73px); left: 0;\"><\/span>\n                    \n\t\t\t\t\t\t<div class=\"eael-feature-list-icon-box\">\n\t\t\t\t\t\t\t<div class=\"eael-feature-list-icon-inner\">\n\n\t\t\t\t\t\t\t\t<span class=\"eael-feature-list-icon fl-icon-3\">\n\n\t\t<svg id=\"Ebene_1\" data-name=\"Ebene 1\" viewBox=\"0 0 379.25 258.3\"><defs><style>      .cls-1 {        font-size: 250px;      }      .cls-1, .cls-2 {        fill: #fff;        font-family: BigJohn, 'Big John';        isolation: isolate;      }      .cls-2 {        font-size: 145px;      }    <\/style><\/defs><g id=\"Layer_2\" data-name=\"Layer 2\"><g id=\"Layer_1-2\" data-name=\"Layer 1-2\"><text class=\"cls-1\" transform=\"translate(0 218.75)\"><tspan x=\"0\" y=\"0\">4<\/tspan><\/text><text class=\"cls-2\" transform=\"translate(162.6 135.5)\"><tspan x=\"0\" y=\"0\">th<\/tspan><\/text><\/g><\/g><\/svg>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"eael-feature-list-content-box\">\n                            <h2 class=\"eael-feature-list-title\"><\/h2>\t\t\t\t\t\t<p class=\"eael-feature-list-content\"><\/p><p class=\"list_content\"> As a final step, you move to <span class=\"orange_bold\">field opera\u00adtion<\/span>. Because the Batemo Cell Model is valid, you can expect straight-forward AI opera\u00adtion in the&nbsp;field.&nbsp;<\/p>\n\n\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf87626 elementor-widget elementor-widget-spacer\" data-id=\"cf87626\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#272727\" class=\"elementor-element elementor-element-c5edaf6 elementor-widget elementor-widget-text-editor\" data-id=\"c5edaf6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tA training setup for getting the most accurate, yet flexible workflow possible to predict <a href=\"\/aging\/\"><span class=\"Roboto\">battery aging<\/span><\/a> by connec\u00adting an AI Algorithm with the <a href=\"\/products\/batemo-cell-model\"> Batemo Cell Model<\/a> is shown&nbsp;below&nbsp;:&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2a8bd3 elementor-hidden-mobile dce_masking-none elementor-widget elementor-widget-image\" data-id=\"b2a8bd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"786\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Method-2-1024x786.png\" class=\"attachment-large size-large wp-image-55798\" alt srcset=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Method-2-1024x786.png 1024w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method-2-500x384.png 500w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method-2-768x589.png 768w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method-2-1536x1179.png 1536w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method-2-2048x1572.png 2048w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method-2-1000x768.png 1000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e60c91 elementor-hidden-desktop elementor-hidden-tablet dce_masking-none elementor-widget elementor-widget-image\" data-id=\"3e60c91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"487\" height=\"1024\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Method_mobile-5-487x1024.png\" class=\"attachment-large size-large wp-image-55923\" alt srcset=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/Method_mobile-5-487x1024.png 487w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method_mobile-5-238x500.png 238w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method_mobile-5-768x1613.png 768w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method_mobile-5-731x1536.png 731w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method_mobile-5-975x2048.png 975w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method_mobile-5-1000x2101.png 1000w, https:\/\/staging.batemo.com\/wp-content\/uploads\/Method_mobile-5.png 1311w\" sizes=\"(max-width: 487px) 100vw, 487px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07fecf3 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-spacer\" data-id=\"07fecf3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3670fb elementor-widget elementor-widget-spacer\" data-id=\"d3670fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-81f44c6 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-eae-slider=\"62028\" data-dce-background-color=\"#272727\" data-id=\"81f44c6\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c3a0097\" data-eae-slider=\"46392\" data-id=\"c3a0097\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f936977 elementor-widget elementor-widget-heading\" data-id=\"f936977\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"advantages\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-large\">Advan\u00adtages<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#FFFFFF\" class=\"elementor-element elementor-element-a99e17d elementor-widget elementor-widget-text-editor\" data-id=\"a99e17d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tBy using the Batemo Cell Models to make your AI development simula\u00adtion-based and faster, you reduce costs while obtai\u00adning better AI algorithms and results. This is how we generate value and contri\u00adbute to your success.&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-3a6a700 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-eae-slider=\"71872\" data-id=\"3a6a700\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-57813d2 elementor-invisible\" data-eae-slider=\"55565\" data-id=\"57813d2\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c1ba6e dce_masking-none elementor-widget elementor-widget-image\" data-id=\"1c1ba6e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/elementor\/thumbs\/batemo_Folienmaster_Icon_orange_06-qwwajjc2lrudo8em8fxdcx80yadezxskeh1fsmjbj4.png\" title=\"batemo_Folienmaster_Icon_orange_06\" alt=\"batemo_Folienmaster_Icon_orange_06\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-title-color=\"#ffffff\" class=\"elementor-element elementor-element-4f11ac0 elementor-widget elementor-widget-heading\" data-id=\"4f11ac0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Better<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#ffffff\" class=\"elementor-element elementor-element-38b6c6d elementor-widget elementor-widget-text-editor\" data-id=\"38b6c6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tUsing the Batemo Cell Models you <span class=\"orange_bold\">reduce the failure proba\u00adbi\u00adlity<\/span> of your data-driven algorithm in your AI software by one order of magni\u00adtude. Every day you run thousands of automated test scena\u00adrios yielding a <span class=\"orange_bold\">highest quality AI<\/span>. In this way, you harness the full poten\u00adtial of data-driven approaches to optimize battery performance.&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-37593e8 elementor-invisible\" data-eae-slider=\"11065\" data-id=\"37593e8\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:400}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b091397 dce_masking-none elementor-widget elementor-widget-image\" data-id=\"b091397\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/elementor\/thumbs\/batemo_Folienmaster_Icon_orange_02-1-1-qwwajjc2lrudo8em8fxdcx80yadezxskeh1fsmjbj4.png\" title=\"batemo_Folienmaster_Icon_orange_02-1.png\" alt=\"batemo_Folienmaster_Icon_orange_02-1.png\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-title-color=\"#ffffff\" class=\"elementor-element elementor-element-4367478 elementor-widget elementor-widget-heading\" data-id=\"4367478\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Faster<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#ffffff\" class=\"elementor-element elementor-element-3c61ad9 elementor-widget elementor-widget-text-editor\" data-id=\"3c61ad9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWith the Batemo Cell Models your AI development takes <span class=\"orange_bold\">a fraction of the time<\/span>. By having a model as ideal training data source at hand, you avoid spending years into testing and data proces\u00adsing. By getting immediate feedback on the functio\u00adna\u00adlity of your adaptions and impro\u00adve\u00adments you <span class=\"orange_bold\">avoid re-design loops<\/span>. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-1f4a8a8 elementor-invisible\" data-eae-slider=\"33082\" data-id=\"1f4a8a8\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:800}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0129e90 dce_masking-none elementor-widget elementor-widget-image\" data-id=\"0129e90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/elementor\/thumbs\/batemo_Folienmaster_Icon_orange_34-qwwajjc2lrudo8em8fxdcx80yadezxskeh1fsmjbj4.png\" title=\"batemo_Folienmaster_Icon_orange_34\" alt=\"batemo_Folienmaster_Icon_orange_34\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-title-color=\"#ffffff\" class=\"elementor-element elementor-element-0b07242 elementor-widget elementor-widget-heading\" data-id=\"0b07242\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Lower Cost<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#ffffff\" class=\"elementor-element elementor-element-ce36eb8 elementor-widget elementor-widget-text-editor\" data-id=\"ce36eb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tConduc\u00adting experi\u00adments under various conditions to capture the full range of battery behavior is expen\u00adsive. The Batemo Cell Models lower the cost of your AI development by <span class=\"orange_bold\">drasti\u00adcally reducing expenses<\/span> for cell procu\u00adre\u00adment, testing and data processing.&nbsp;<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-98179e7 elementor-section-stretched elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-eae-slider=\"71610\" data-dce-background-overlay-color=\"#272727\" data-dce-background-image-url=\"https:\/\/staging.batemo.com\/wp-content\/uploads\/DSC_6438-scaled.jpg\" data-id=\"98179e7\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_top&quot;:&quot;tilt&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\" \/>\n<\/svg>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\" \/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5b1036e\" data-eae-slider=\"76025\" data-id=\"5b1036e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div data-dce-title-color=\"#FFFFFF\" class=\"elementor-element elementor-element-ee9fb85 elementor-widget elementor-widget-heading\" data-id=\"ee9fb85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xxl\">Inter\u00adested&nbsp;?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3191630 elementor-widget elementor-widget-spacer\" data-id=\"3191630\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-title-color=\"#FFFFFF\" class=\"elementor-element elementor-element-8a62a8a elementor-widget elementor-widget-heading\" data-id=\"8a62a8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xxl\">Let\u2019s take the first&nbsp;step&nbsp;!<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-background-color=\"#ea5b0c\" class=\"elementor-element elementor-element-a5bdf63 elementor-align-center elementor-mobile-align-center elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"a5bdf63\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg elementor-animation-grow\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6MjU1MjEsInRvZ2dsZSI6ZmFsc2V9\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Meet the expert<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Do you Build AI Models&nbsp;? Train them with batemo&nbsp;! Challenge The development of data-driven artifi\u00adcial intel\u00adli\u00adgence (AI)-models or algorithms such as neural networks (ANN) or support vector machines (SVM), which use machine learning techniques to learn the linkage between battery in- and output variables, is an exciting but challen\u00adging task. It means to create a&nbsp;[\u2026]<\/p>\n","protected":false},"author":172,"featured_media":51924,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"wp_typography_post_enhancements_disabled":false,"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"on","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-53009","page","type-page","status-publish","has-post-thumbnail","hentry","entry","has-media"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v26.9) - 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