{"id":29321,"date":"2022-03-18T12:34:00","date_gmt":"2022-03-18T12:34:00","guid":{"rendered":"https:\/\/expleo.com\/global\/en\/?post_type=case-studies&#038;p=29321"},"modified":"2023-06-22T06:45:22","modified_gmt":"2023-06-22T06:45:22","slug":"optimizing-automotive-battery-manufacturing-process","status":"publish","type":"case-studies","link":"https:\/\/expleo.com\/global\/en\/case-studies\/optimizing-automotive-battery-manufacturing-process\/","title":{"rendered":"Optimising the automotive battery manufacturing process through agnostic data analysis"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"29321\" class=\"elementor elementor-29321\" data-elementor-post-type=\"case-studies\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7c2c2b2 gg-simple-text gg-container-small-ptb-96 gg-article-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7c2c2b2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8bb7cce\" data-id=\"8bb7cce\" 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-05eb8f6 gg-font-v8 gg-custom-dark-purple-color gg-print-pb-4 elementor-widget elementor-widget-heading\" data-id=\"05eb8f6\" 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\">The Challenge : Transitioning to a smart factory model \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bea20f6 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"bea20f6\" 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\t<p><span class=\"TextRun SCXW261085678 BCX9\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;ebc2e738-6d2f-49ca-a31a-9e7834a54108|115&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Copytext&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Copytext&quot;,335572020,&quot;1&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,469777841,&quot;Verdana&quot;,469777842,&quot;&quot;,469777843,&quot;Calibri&quot;,469777844,&quot;Verdana&quot;,469769226,&quot;Verdana,Calibri&quot;,268442635,&quot;18&quot;,335559704,&quot;1081&quot;,335551547,&quot;1031&quot;,335559740,&quot;300&quot;,201341983,&quot;2&quot;,335559739,&quot;300&quot;,469777929,&quot;Copytext Char&quot;]}\" data-ccp-parastyle-linked-defn=\"{&quot;ObjectId&quot;:&quot;ebc2e738-6d2f-49ca-a31a-9e7834a54108|116&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Copytext Char&quot;,201340122,&quot;1&quot;,134233614,&quot;true&quot;,469778129,&quot;CopytextChar&quot;,335572020,&quot;1&quot;,134231262,&quot;true&quot;,201342447,&quot;5&quot;,201342448,&quot;1&quot;,469777841,&quot;Verdana&quot;,469777842,&quot;&quot;,469777843,&quot;Calibri&quot;,469777844,&quot;Verdana&quot;,469769226,&quot;Verdana,Calibri&quot;,268442635,&quot;18&quot;,335559704,&quot;1081&quot;,335551547,&quot;1031&quot;,469777929,&quot;Copytext&quot;,469778324,&quot;Default Paragraph Font&quot;]}\">B<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">atter<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">y<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\"> manufacturers<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\"> struggle<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\"> to achieve high energy density batter<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">ies whilst ensuring<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\"> quality of production at the same time<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">: <\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">when they want to produce high capability lithium battery, the scrap rate <\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">increases<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\"> to up to 75%<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">.<\/span> <span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">U<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">nderstand<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">ing<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\"> the manufacturing process from the start <\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">to finish by gathering <\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">data<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\"> is therefore crucial to solve this conundrum.<\/span><span class=\"NormalTextRun SCXW261085678 BCX9\" data-ccp-parastyle=\"Copytext\">\u00a0<\/span><\/span><span class=\"EOP SCXW261085678 BCX9\" data-ccp-props=\"{&quot;201341983&quot;:2,&quot;335559739&quot;:300,&quot;335559740&quot;:300}\">\u00a0<\/span><\/p>\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-8531fe7 gg-font-v8 gg-custom-dark-purple-color gg-print-pb-4 elementor-widget elementor-widget-heading\" data-id=\"8531fe7\" 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\">Solutions : Using data to offer new intelligence \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc37837 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"dc37837\" 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\t<p><span class=\"TextRun SCXW188592149 BCX9\" xml:lang=\"EN-GB\" data-contrast=\"none\" lang=\"EN-GB\"><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\" data-ccp-parastyle-defn=\"{\" data-ccp-parastyle-linked-defn=\"{\">Thanks to its long expertise in automotive, <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">having worked with major players around the globe<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">, <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">Expleo\u2019s knowledge of the manufacturing process is <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">first-class<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">. <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">Working like<\/span> <span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">a <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">management consultant<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\"> alongside the client<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">, <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">we <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">can<\/span> <span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">investigate<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\"> existing problems<\/span> <span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">in the most user<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">&#8211;<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">centric way<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">, <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">present our findings to the<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">m<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\"> and lay out the<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\"> objectives of <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">a<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\"> data optimisation programme.<\/span> <\/span><\/p>\n<p><span class=\"TextRun SCXW188592149 BCX9\" xml:lang=\"EN-GB\" data-contrast=\"none\" lang=\"EN-GB\"><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">As an <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">engineering company with IT capabilities, w<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">e<\/span> <span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">work in a 360<\/span><\/span><span class=\"TextRun SCXW188592149 BCX9\" xml:lang=\"EN-GB\" data-contrast=\"none\" lang=\"EN-GB\"><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\"> way,<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\"> help<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">ing<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\"> the client understand <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">its <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">entire <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">data <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">ecosystem<\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">,<\/span> <span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">manage and analyse it to <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">build intelligence and <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">stronger <\/span><span class=\"NormalTextRun SCXW188592149 BCX9\" data-ccp-parastyle=\"Copytext\">expertise.&nbsp;<\/span><\/span><span class=\"EOP SCXW188592149 BCX9\" data-ccp-props=\"{\">&nbsp;<\/span><\/p>\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-5b3b382 gg-font-v8 gg-custom-dark-purple-color elementor-widget elementor-widget-heading\" data-id=\"5b3b382\" 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\">Outcome : Creating a data-led company <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5769a10 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"5769a10\" 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\t<p><span data-contrast=\"none\">Thanks to the use of sensors in the production machines and throughout the manufacturing process, the client can accurately collect data, run agnostic analyses on datasets through Data Science, Machine Learning (ML) and Visualisation tools and obtain new insights.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:2,&quot;335559739&quot;:300,&quot;335559740&quot;:300}\">\u00a0<\/span><\/p><p><span data-contrast=\"none\">Expleo\u2019s work is making a significant difference to the client\u2019s reputation as a smart manufacturer, able to understand the process parameters from various data sets, understand its customer\u2019s pain points and the solutions that can be deployed to deliver customer-orientated batteries for end users.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:2,&quot;335559739&quot;:300,&quot;335559740&quot;:300}\">\u00a0<\/span><\/p>\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-102843b gg-font-v8 gg-custom-dark-purple-color elementor-widget elementor-widget-heading\" data-id=\"102843b\" 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\">Client benefits <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4288962 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"4288962\" 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\t<ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\">End-to-end<span data-contrast=\"none\"> investigative agnostic data analysis<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Better understanding the manufacturing process can drastically improve battery quality, and therefore the high scrap rates, saving significant costs.<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">From a classical battery manufacturing company initially, the client is now progressively transitioning to a data-driven company.<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">The client is able develop a mature Big Data platform comprising of a cloud architecture to perform data collection and aggregation and offer new types of services.<\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">In the near future, deeper analysis of the data feeds coming from end users and their datalakes could derive additional insights and therefore further commercial opportunities.<\/span><span data-ccp-props=\"{\">\u00a0<\/span><\/li><\/ul>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ead9908 gg-quotation gg-container-small-ptb-72 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ead9908\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c6b57ef\" data-id=\"c6b57ef\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-bdfac92 elementor-blockquote--skin-clean elementor-blockquote--align-left elementor-widget elementor-widget-blockquote\" data-id=\"bdfac92\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tOur actions will make a big difference in terms of the client\u2019s production capability and product\u2019s performance as a competitive European battery manufacturer, to understand the main pain points of its customers and the innovative solutions it can deliver to them. It\u2019s a key aspect of our mission: Expleo\u2019s goal is to help the client drive innovative cost-efficient production processes.\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Vishal Gaurav, Data Scientist, Expleo Group. <\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\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=\"elementor-section elementor-top-section elementor-element elementor-element-381b6bc gg-simple-cta-section-grey gg-container-small-ptb-96 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"381b6bc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3a05d13\" data-id=\"3a05d13\" 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-be66c37 elementor-widget elementor-widget-gravity-advanced-cta\" data-id=\"be66c37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"gravity-advanced-cta.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"gg-advanced-cta\">\r\n            \r\n        <p class=\"gg-advanced-cta__heading gg-tagline-heading-left\">\r\n        <strong>        Manufacturing & Supply Chain        <\/strong>        <\/p>\r\n        \r\n        <h2 class=\"gg-advanced-cta__subheading gg-font-v2\">\r\n                <span>Smart Manufacturing<\/span>                <\/h2>\r\n                <div class=\"gg-advanced-cta__description gg-font-v9\">\r\n            <span>Expleo does not only design, operate and monitor industrialisation processes: our teams will prepare and adapt the production to the factory of the future requirements, increasing efficiency with smart connectivity, planning and modeling.<\/span>        <\/div>\r\n        \r\n        <div class=\"gg-advanced-cta__button-first gg-advanced-cta__button gg-button-v3\">\r\n            <a href=\"https:\/\/expleo.com\/global\/en\/services\/manufacturing-supply-chain\/\">\r\n                learn more            <\/a>\r\n        <\/div>\r\n\r\n                <\/div>\r\n\r\n        \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>Battery manufacturers struggle to achieve high energy density batteries whilst ensuring quality of production at the same time. But Expleo&#8217;s Big data analytics services are helping our customer to identify the game changing parameters.<\/p>\n","protected":false},"featured_media":29328,"template":"","meta":{"_oasis_is_in_workflow":0,"_oasis_original":0,"_oasis_task_priority":"","_angie_page":false,"service-grey-banner":"","service-grey-banner-link":"","footnotes":""},"case-study-single-templates":[],"topic":[212,152],"industry-taxonomy":[33],"country":[141],"service":[216,48,62,211,215,209],"class_list":["post-29321","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","topic-data-science-and-cybersecurity","topic-industry-4-0","industry-taxonomy-automotive","country-global","service-digital-transformation","service-big-data-analytics-ai-and-advanced-algorithms","service-e-mobility","service-innovation-management-solutions","service-manufacturing-supply-chain","service-product-process-engineering"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.4) - 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