{"id":4765,"date":"2025-09-24T13:49:03","date_gmt":"2025-09-24T13:49:03","guid":{"rendered":"https:\/\/hygeos.com\/?p=4765"},"modified":"2025-09-25T07:53:25","modified_gmt":"2025-09-25T07:53:25","slug":"successful-internships","status":"publish","type":"post","link":"https:\/\/hygeos.com\/en\/successful-internships\/","title":{"rendered":"Successful internships"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1224px;margin-left: calc(-2% \/ 2 );margin-right: calc(-2% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.88%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:5.88%;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:5.88%;--awb-spacing-left-medium:5.88%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0.98%;--awb-spacing-left-small:0.98%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:102% !important;max-width:102% !important;margin-left: calc(-2% \/ 2 );margin-right: calc(-2% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:0.98%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0.98%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:0.98%;--awb-spacing-left-medium:0.98%;--awb-width-small:50%;--awb-order-small:0;--awb-spacing-right-small:1.96%;--awb-spacing-left-small:1.96%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-aspect-ratio:1 \/ 1;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none has-aspect-ratio\" style=\"border-radius:15px;\"><img decoding=\"async\" width=\"300\" height=\"300\" title=\"Company\" src=\"https:\/\/hygeos.com\/wp-content\/uploads\/Company.webp\" data-orig-src=\"https:\/\/hygeos.com\/wp-content\/uploads\/Company.webp\" class=\"lazyload img-responsive wp-image-2275 img-with-aspect-ratio\" data-parent-fit=\"cover\" data-parent-container=\".fusion-image-element\" alt srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27300%27%20height%3D%27300%27%20viewBox%3D%270%200%20300%20300%27%3E%3Crect%20width%3D%27300%27%20height%3D%27300%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/hygeos.com\/wp-content\/uploads\/Company-200x200.webp 200w, https:\/\/hygeos.com\/wp-content\/uploads\/Company.webp 300w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 300px\" \/><\/span><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_5_6 5_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:83.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.176%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.176%;--awb-width-medium:83.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:1.176%;--awb-spacing-left-medium:1.176%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0.98%;--awb-spacing-left-small:0.98%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\"><h1 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">Successful internships<\/h1><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:102% !important;max-width:102% !important;margin-left: calc(-2% \/ 2 );margin-right: calc(-2% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_1_2 1_2 fusion-flex-column\" style=\"--awb-overflow:hidden;--awb-bg-color:var(--awb-custom_color_1);--awb-bg-color-hover:var(--awb-custom_color_1);--awb-bg-size:cover;--awb-border-radius:15px 15px 15px 15px;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.96%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.96%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:1.96%;--awb-spacing-left-medium:1.96%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0.98%;--awb-spacing-left-small:0.98%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\" style=\"--awb-content-alignment:justify;\"><p>Have you ever wondered how weather forecasts are made? <strong>Sam Ghyselen<\/strong>, student at <a href=\"https:\/\/www.imt-atlantique.fr\/en\" target=\"_blank\" rel=\"noopener\">IMT Atlantique<\/a>, has worked on that subject during his internship at HYGEOS. He has developed a model to <strong>predict cloud movement and properties<\/strong> from Meteosat images. He conducted researches on methods used for images time series analysis and prediction. More and more papers are published to address this subject in the meteorology field, providing for this mission a solid scientific background. \u00a0So, he managed to implement a specific architecture of an <strong>advanced artificial intelligence model<\/strong>. He focused on the cloud optical thickness prediction, as this parameter is the main cloud property used by <a href=\"https:\/\/hygeos.com\/en\/solares-a-solar-resource-estimates-service\/\">SolaRes<\/a>, a state-of-the-art solar resource estimator developed by HYGEOS. The model is shown to be <strong>accurate for predictions leading up to 3 hours<\/strong>, paving the way for potential features of SolaRes like solar resource prediction.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-2 fusion_builder_column_inner_1_2 1_2 fusion-flex-column\" style=\"--awb-padding-top:20px;--awb-padding-right:15px;--awb-padding-bottom:20px;--awb-padding-left:15px;--awb-overflow:hidden;--awb-bg-color:var(--awb-custom_color_1);--awb-bg-color-hover:var(--awb-custom_color_1);--awb-bg-size:cover;--awb-border-radius:15px 15px 15px 15px;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.96%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.96%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:1.96%;--awb-spacing-left-medium:1.96%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0.98%;--awb-spacing-left-small:0.98%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><img decoding=\"async\" width=\"900\" height=\"700\" alt=\"Cloud Optical Thickness prediction for 13th July 2024\" title=\"CloudOpticalThickness_Prediction_20240713_12\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27900%27%20height%3D%27700%27%20viewBox%3D%270%200%20900%20700%27%3E%3Crect%20width%3D%27900%27%20height%3D%27700%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/hygeos.com\/wp-content\/uploads\/CloudOpticalThickness_Prediction_20240713_12.gif\" class=\"lazyload img-responsive wp-image-4769\"\/><\/span><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-content-alignment:center;--awb-font-size:14px;\"><p><em>Cloud Optical Thickness prediction for 13<sup>th<\/sup> July 2024.<\/em><\/p>\n<\/div><\/div><\/div><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:102% !important;max-width:102% !important;margin-left: calc(-2% \/ 2 );margin-right: calc(-2% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-3 fusion_builder_column_inner_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.96%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.96%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:1.96%;--awb-spacing-left-medium:1.96%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0.98%;--awb-spacing-left-small:0.98%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3\" style=\"--awb-content-alignment:justify;\"><p>In parallel, <strong>Pierre Posson<\/strong>, student at <a href=\"https:\/\/www.estaca.fr\/\" target=\"_blank\" rel=\"noopener\">ESTACA<\/a>, designed an <strong>electrical conversion module<\/strong> enabling the transformation of solar irradiance into photovoltaic power output. This module was tested on the <a href=\"https:\/\/l2ep.univ-lille.fr\/\" target=\"_blank\" rel=\"noopener\">L2EP ENSAM<\/a> Lille PV installations, with results compared against both in-situ measurements and the <a href=\"https:\/\/pvgis.com\/en\" target=\"_blank\" rel=\"noopener\">PVGIS<\/a> online tool. He also developed an automated tool for the real-time or historic comparison of SolaRes outputs with ground-based observations, but also with other reference products. This approach strengthens the validation of SolaRes performance while highlighting its added value compared to existing methods, and establishes a framework for its continuous improvement by integrating feedback from both observations and models. These developments make it easier to communicate with end-users, by <strong>translating solar resource estimation directly into electrical production<\/strong>.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-4 fusion_builder_column_inner_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.96%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.96%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:1.96%;--awb-spacing-left-medium:1.96%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0.98%;--awb-spacing-left-small:0.98%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none\"><img decoding=\"async\" width=\"876\" height=\"522\" alt=\"Validation of the full conversion chain up to alternating current power production\" title=\"AC_Production\" src=\"https:\/\/hygeos.com\/wp-content\/uploads\/AC_Production.webp\" data-orig-src=\"https:\/\/hygeos.com\/wp-content\/uploads\/AC_Production.webp\" class=\"lazyload img-responsive wp-image-4761\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27876%27%20height%3D%27522%27%20viewBox%3D%270%200%20876%20522%27%3E%3Crect%20width%3D%27876%27%20height%3D%27522%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/hygeos.com\/wp-content\/uploads\/AC_Production-200x119.webp 200w, https:\/\/hygeos.com\/wp-content\/uploads\/AC_Production-400x238.webp 400w, https:\/\/hygeos.com\/wp-content\/uploads\/AC_Production-600x358.webp 600w, https:\/\/hygeos.com\/wp-content\/uploads\/AC_Production-800x477.webp 800w, https:\/\/hygeos.com\/wp-content\/uploads\/AC_Production.webp 876w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 600px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-content-alignment:center;--awb-font-size:14px;\"><p><em>Validation of the full conversion chain up to alternating current (AC) power production.<\/em><\/p>\n<\/div><\/div><\/div><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:102% !important;max-width:102% !important;margin-left: calc(-2% \/ 2 );margin-right: calc(-2% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-5 fusion_builder_column_inner_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.88%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:5.88%;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:5.88%;--awb-spacing-left-medium:5.88%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:0.98%;--awb-spacing-left-small:0.98%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:left;\"><a class=\"fusion-button button-flat button-small button-default fusion-button-default button-1 fusion-button-span-no fusion-button-default-type\" target=\"_self\" href=\"https:\/\/hygeos.com\/en\/News\/\"><i class=\"fa-arrow-left fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Go back<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Discover how two students have helped HYGEOS to provide high added value services related to solar power. <\/p>\n","protected":false},"author":2,"featured_media":3487,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[43],"tags":[],"class_list":["post-4765","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hygeos-life"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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