{"id":9981,"date":"2023-02-24T00:00:00","date_gmt":"2023-02-23T23:00:00","guid":{"rendered":"https:\/\/engie-copro.my\/explore\/voices-of\/how-artificial-intelligence-encourage-energy-sufficiency-engie\/"},"modified":"2026-04-20T17:48:02","modified_gmt":"2026-04-20T15:48:02","slug":"how-artificial-intelligence-encourage-energy-sufficiency-engie","status":"publish","type":"page","link":"https:\/\/www.engie.com\/en\/explore\/voices-of\/how-artificial-intelligence-encourage-energy-sufficiency-engie\/","title":{"rendered":"How artificial intelligence encourage energy sufficiency"},"content":{"rendered":"\n\n<div id=\"block_856ddf15fed0d2a2a7fcb776e4025da7\" class=\"cp-edito-herobanner relative teq-container  noBg z-0 !pt-[115px] lg:!pt-[150px]\">\n    <!--<div class=\"auras-bg  w-screen left-1\/2 -translate-x-1\/2\" data-color=\"soft\"><\/div>-->\n    <div class=\"teq-grid relative z-0\">\n        <div class=\"col-span-12  px-0 lg:col-start-2 lg:col-span-10 hero-top\">\n\n            <div class=\"teq-grid\">\n                <div class=\"col-span-12 desktop-only  \">\n                    <nav role=\"navigation\" aria-label=\"breadcrumb\" class=\"mb-24 cp-breadcrumb desktop-only\">\n            <ol id=\"custom-breadcrumb\" class=\"nj-breadcrumb\"><li class=\"nj-breadcrumb__item\"><span><a href=\"https:\/\/www.engie.com\/en\/\" class=\"nj-link nj-link--sm nj-link--grayed nj-link-icon\">\n        <span aria-hidden=\"true\" class=\"material-icons\">\n            home\n        <\/span>\n        <span class=\"nj-sr-only\">\n            Home\n        <\/span>\n     <\/a><\/li>  <li class=\"nj-breadcrumb__item\" aria-current=\"page\">How artificial intelligence encourage energy sufficiency<\/li><\/span><\/ol>    <\/nav>                <\/div>\n            <\/div>\n\n                            <div class=\"title mt-4\">\n                    <h1 data-trad class=\"nj-heading--2xl nj-weight--bold flex flex-col \">\n                        <p>How artificial intelligence encourage energy sufficiency<\/p>\n                    <\/h1>\n                <\/div>\n            \n            <div class=\"infos flex flex-wrap items-center gap-16 mt-32\">\n\n                                    <div class=\"tags flex flex-wrap gap-8 items-center\">\n                        <div class=\"nj-tag nj-tag--sm bordered nj-tag--ultramarine\">\n    <p class=\"nj-tag__text force-dark\" data-trad>\n        Digital \/ AI    <\/p>\n<\/div>\n    <!--\n    <div class=\"nj-tag\">\n        <p class=\"nj-tag__text\">tag<\/p> <span aria-hidden=\"true\" class=\"nj-tag__icon nj-icon-material material-icons\">check<\/span>\n\n    <\/div>\n    -->\n\n<div class=\"nj-tag nj-tag--sm bordered nj-tag--ultramarine\">\n    <p class=\"nj-tag__text force-dark\" data-trad>\n        Efficiency    <\/p>\n<\/div>\n    <!--\n    <div class=\"nj-tag\">\n        <p class=\"nj-tag__text\">tag<\/p> <span aria-hidden=\"true\" class=\"nj-tag__icon nj-icon-material material-icons\">check<\/span>\n\n    <\/div>\n    -->\n\n                    <\/div>\n                \n                                    <div class=\"time flex gap-4 items-center whitespace-nowrap nj-color--signature\">\n                        <span aria-hidden=\"true\" class=\"material-icons nj-icon-material nj-icon-material--blue\">schedule<\/span>\n                        <span data-trad>Published on<\/span> <span class=\"lowercase\" data-trad> 24 Feb. 2023<\/span>\n                    <\/div>\n                \n                            <\/div>\n        <\/div>\n    <\/div>\n    <div class=\"teq-grid  lg:mt-80 relative w-[100vw] left-1\/2 !pb-0 -translate-x-1\/2 toPin px-0 z-10\">\n        <div class=\"img col-span-12 nj-bg--dark mt-8 lg:mt-0 relative\">\n            <div class=\"nj-fluid-progress-bar absolute -top-[6px] left-0 w-[90%] lg:w-[75%]\"><\/div>\n                        <div class=\"flex justify-center items-center w-full nj-bg--ultramarine py-0 lg:py-[164px] lg:h-screen media-c\">\n                <div class=\"w-full h-full lg:h-screen overflow-hidden\">\n                    <div class=\"w-full h-full lg:h-screen overflow-hidden relative\">\n\n                                                    \n                            <picture class=\"block w-full h-full scale-[1.3] media scale-125 \" style=\"margin:  0 auto\">\n                                <source media=\"(max-width: 767px)\"\n                                    srcset=\"https:\/\/www.engie.com\/app\/uploads\/2026\/02\/Header_sobriete_ia_numerique_0.jpg\" \/>\n                                <source media=\"(min-width: 768px)\"\n                                    srcset=\"https:\/\/www.engie.com\/app\/uploads\/2026\/02\/Header_sobriete_ia_numerique_0.jpg\" \/>\n                                <!--TODO AMBRE if zoom ajotuer classe : open-modal-zoom cursor-pointer  -->\n                                <img decoding=\"async\" class=\"w-full h-full object-cover\"\n                                    loading=\"eager\"\n                                    fetchpriority=\"high\"\n                                    src=\"https:\/\/www.engie.com\/app\/uploads\/2026\/02\/Header_sobriete_ia_numerique_0.jpg\"\n                                    alt=\"\" \/>\n                            <\/picture>\n\n                        \n                        \n                        \n                        <div class=\"transcription hidden\" data-video=\"\" data-video-webm=\"\">\n                                                    <\/div>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n\n<div id=\"block_7dabdfdf60883cf9ec5862bda429aea0\" class=\"cp-introdution teq-container relative nj-aura nj-aura--white\">\n    <div class=\"teq-grid\">\n        <div class=\"col-span-6 lg:col-start-3 lg:col-span-8 2xl:col-span-6 2xl:col-start-4 relative top text-center\">\n                        <div class=\"nj-heading--sm relative z-10 nj-color--grey-1000\" data-trad data-trad-html>\n                <div class=\"el-wysiwyg data-trad\">\n    <p>In the context of everyday life, our business, local authority and private customers can find energy sufficiency to be a real headache, financially, organisationally and technically speaking. But our digital data analysis tools based on artificial intelligence are making better, lower and more timely energy consumption a reality. Jean-Pierre P\u00e9licier, Chief Data Officer at ENGIE, analyses and explains the Group&#8217;s digital solutions adopted by our customers.<\/p>\n<\/div>\n            <\/div>\n            \n                    <\/div>\n    <\/div>\n<\/div>\n\n\n\nNULL\n<div id=\"block_ef34414d11a709658ff83ced3d22c1d4\" class=\"cp-media-text teq-container relative nj-aura nj-aura--white \">\n  <div class=\"teq-grid relative\">\n        <div class=\"col-span-6 lg:col-span-12 relative   \">\n        <div class=\"teq-grid\">\n        <div class=\"col-span-6 lg:col-start-1 lg:col-span-6  order-1 lg:order-none mt-32 lg:mt-0\">\n          <div class=\"media-wrapper relative aspect-[528\/330] \">\n\n            \n                                          <picture>\n                <source media=\"(max-width: 767px)\"\n                  srcset=\"https:\/\/www.engie.com\/app\/uploads\/2026\/02\/jean-pierre-pelicier-v2.jpg\" \/>\n                <source media=\"(min-width: 768px)\"\n                  srcset=\"https:\/\/www.engie.com\/app\/uploads\/2026\/02\/jean-pierre-pelicier-v2.jpg\" \/>\n                <img decoding=\"async\"\n                  class=\"w-full object-fit-cover aspect-[528\/330]\"\n                  src=\"https:\/\/www.engie.com\/app\/uploads\/2026\/02\/jean-pierre-pelicier-v2.jpg\"\n                  alt=\"\" \/>\n              <\/picture>\n            \n          <\/div>\n\n                    <div class=\"transcription hidden\" data-video=\"\" data-video-webm=\"\">\n                        <\/div>\n          <p class=\"nj-text--xs italic mt-8 \" data-trad>\n            Jean-Pierre P\u00e9licier, Chief Data Officer          <\/p>\n\n            <!--\n                    -->\n        <\/div>\n\n        <div class=\"col-span-6 lg:col-span-4 lg:col-start-8 mt-32 lg:mt-0\">\n\n                      <h2 class=\"nj-heading--lg font-bold nj-color-link\" data-trad data-trad-html>\n              <p>How do data and artificial intelligence encourage sufficiency and help accelerate the energy transition?<\/p>\n            <\/h2>\n          \n                      <div class=\"wysiwyg mt-16 nj-color-link\" data-trad data-trad-html>\n              <p><strong>Jean-Pierre P\u00e9licier:<\/strong> We collect masses of data from our facilities \u2013 solar and wind farms, etc. \u2013 located all over the world. With new infrastructure being developed to meet the needs of a world without carbon energy, there will be even more data available. By combining this data with meteorological, satellite and mapping data, we are taking direct action to help the energy transition.<\/p>\n            <\/div>\n          \n                  <\/div>\n      <\/div>\n\n    <\/div>\n  <\/div>\n\n<\/div>\n\n\n\n<div id=\"block_14b4a2fd5e35fcf01ff579e48852f6d8\" class=\"cp-wysiwyg teq-container nj-aura nj-aura--white\">\n    <div class=\"teq-grid \">\n        <div class=\"col-span-6 xl:col-start-2 xl:col-span-10 lg:col-start-1 lg:col-span-12 \">\n                        <div class=\"teq-wysiwyg\">\n                <div data-trad data-trad-html><p>Firstly, because this data helps us determine how efficient facilities are by identifying which have the best exposure to sunlight, wind and other weather conditions. We are therefore better informed when it comes to building efficient renewable energy production plants. Secondly, because the data we collect from our facilities in real time helps us optimise our equipment by scheduling maintenance operations or repair of faulty parts as quickly as possible. This remote monitoring capability is even more useful when our facilities are hard to reach.<\/p>\n<p>Finally, the data is widely used to monitor ENGIE&#8217;s decarbonization process. It measures the consistency of our operational actions in relation to our Group commitments to meet our target for <a href=\"https:\/\/www.engie.com\/en\/about-engie\/our-strategy\/\">Net Zero Emissions by 2045<\/a>.<\/p>\n<h2>In concrete terms, how do we manage an energy facility using data?<\/h2>\n<p><strong>J.-P. P.<\/strong>: Take the example of a solar panel in one of ENGIE&#8217;s more isolated photovoltaic plants. Using data, we can monitor its electricity production by the hour. Data is also widely used to anticipate renewable, and by definition alternative, energy production. Using AI models applied to weather forecasting data, we can predict the amount of energy that will be produced and reduce the use of other energy production sources accordingly.<\/p>\n<p>We can also predict the quantity of electricity that a panel can produce in normal conditions, by analysing satellite and meteorological data in real time. If there is a drop in performance, our teams are informed immediately and can take action quickly. Without artificial intelligence, we would be less efficient and less agile. Maintenance teams would be obliged to check all the panels in the solar farm on a regular basis and would run the risk of missing maintenance requirements between checks. Artificial intelligence makes us extremely responsive and saves us valuable human resources.<\/p>\n<h2>In concrete terms, how does data enable companies and individuals to use energy in a more responsible way ?<\/h2>\n<p><strong>J.-P. P.<\/strong>: Our digital solutions enable our industry customers to monitor energy consumption at their production plants. We install Energy Management Systems \u2013 software based on data collection \u2013 to analyse machine consumption profiles and suggest improvements. If they produce electricity, for example by installing solar panels on their buildings, our solutions enable them to monitor their production in detail and manage it better on a day-to-day basis.<\/p>\n<p>For private customers, our solution measures the consumption of a household&#8217;s principal electrical appliances (boilers, radiators, ovens, etc.) in real time, again with the aim of optimising energy use (for example, by using a dishwasher&#8217;s &#8220;eco&#8221; mode). It&#8217;s simple but highly effective. The eCare solution, for example, enables users to control their household appliances remotely using machine learning algorithms. Today eCare is connected to over 145,000 objects in four European countries. We also help our private customers determine their homes&#8217; potential for solar production, either on an individual basis or for a set of homes (like our Harmon\u2019Yeu project).<\/p>\n<h2>Three key digital solutions by ENGIE<\/h2>\n<h3>Darwin to manage large-scale production plants<\/h3>\n<ul>\n<li>A solution to collect data in real time from wind, solar, hydroelectric and biogas plants.<\/li>\n<li>The goal is to help operational teams improve their revenues and control their costs, in order to accelerate the transition to a low-carbon energy mix.<\/li>\n<\/ul>\n<h3>Nemo for heating and cooling networks<\/h3>\n<ul>\n<li>A solution to optimise district heating and cooling network management to improve environmental performance.<\/li>\n<li>The goal is to heat and cool a city while minimising its environmental impact, and to help local authorities meet their commitments regarding renewable energy use.<\/li>\n<li>This has resulted in: &#8211; a 3 to 5% reduction in heating and cooling networks&#8217; primary energy consumption in France and abroad.<\/li>\n<\/ul>\n<h3>eCare for private customers<\/h3>\n<ul>\n<li>A solution to control household energy devices remotely, using generic <a href=\"https:\/\/en.wikipedia.org\/wiki\/API\" target=\"_blank\" rel=\"noopener\">Application Programming Interfaces<\/a>.<\/li>\n<li>The goal is to optimise private residential customers&#8217; energy efficiency.<\/li>\n<\/ul>\n<\/div>\n            <\/div>\n                    <\/div>\n    <\/div>\n<\/div>\n\n\n\n<div id=\"block_c13dff1de68a948bcefc28052c4ca5ba\" class=\"cp-ai-questions teq-container nj-aura nj-aura--white relative\">\n        <div class=\"teq-grid top\">\n            <div class=\"col-span-12\">\n                <div class=\"flex justify-center mb-16 eva\">\n                    <svg width=\"55\" height=\"24\" viewBox=\"0 0 55 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n    <path\n        d=\"M40.8014 17.1059L38.5783 11.0303C38.4688 10.7608 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data-trad-html>\n                    Find instantly <span class=\"h-0 hidden lg:flex\"><br \/><\/span>answers to your questions                <\/h2>\n            <\/div>\n            <div class=\"col-span-12 mt-24 lg:mt-32\">\n                <div class=\"flex flex-wrap justify-center gap-8\">\n                    <a href=\"#\" \n    data-eva data-preprompted=\"What is the purpose of ENGIE?\" \n    class=\"flex w-full lg:w-fit border border-solid border-moderate px-[16px] py-[12px] nj-text--sm nj-color--primary no-underline eva-link justify-center text-center hover:bg-[rgba(0,40,70,0.1)] transition-colors duration-200\" data-trad>\n    What is the purpose of ENGIE?<\/a>                <\/div>\n            <\/div>\n            <div class=\"col-span-12 flex justify-center place-items-center gap-4 mt-24 lg:mt-48\">\n                    <button data-eva=\"true\" type=\"button\" data-ask=\"true\" aria-haspopup=\"dialog\" class=\"nj-btn eva-btn nj-btn--lg w-full lg:w-auto\">\n    <span 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But our digital data analysis tools based on artificial intelligence are making better, lower and more timely energy consumption a reality. Jean-Pierre P\u00e9licier, Chief Data Officer at ENGIE, analyses and explains the Group&#8217;s digital solutions adopted by our customers.<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":9922,"menu_order":1,"comment_status":"open","ping_status":"open","template":"","meta":{"_acf_changed":false,"footnotes":""},"tags":[100,127],"formats":[93],"class_list":["post-9981","page","type-page","status-publish","hentry","tag-digital-ai","tag-efficiency"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How AI Drives Energy Sufficiency Solutions - ENGIE<\/title>\n<meta name=\"description\" content=\"Discover how artificial intelligence enhances energy efficiency, optimizes consumption, and supports the transition to renewable energy.\" \/>\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.engie.com\/en\/explore\/voices-of\/how-artificial-intelligence-encourage-energy-sufficiency-engie\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How AI Drives Energy Sufficiency Solutions - 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