{"id":7523,"date":"2020-12-21T21:55:14","date_gmt":"2020-12-21T21:55:14","guid":{"rendered":"https:\/\/reuniwatt.com\/en\/?page_id=7523"},"modified":"2025-11-24T16:31:43","modified_gmt":"2025-11-24T15:31:43","slug":"webinar-on-demand-deep-learning-approaches-for-weather-dependent-businesses","status":"publish","type":"page","link":"https:\/\/reuniwatt.com\/en\/webinars\/webinar-on-demand-deep-learning-approaches-for-weather-dependent-businesses\/","title":{"rendered":"Webinar on Demand &#8220;Deep Learning approaches for weather-dependent businesses&#8221;"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-sizes-top:2px;--awb-border-sizes-bottom:2px;--awb-border-sizes-left:2px;--awb-border-sizes-right:2px;--awb-border-color:#565656;--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-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-background-color:rgba(255,255,255,0.84);--awb-flex-wrap:wrap;--awb-box-shadow: 0px 0px ;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><h2 id=\"Webinar Series Part 3\">Webinar Series &#8211; Part 6:<\/h2>\n<h2 id=\"Webinar Series Part 3\"><a href=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/06\/e25b8fe5-5a44-4abf-b263-9eb3bd079309.jpg\"><img decoding=\"async\" class=\"wp-image-7449 alignright\" style=\"font-size: 16px; font-weight: 400;\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/06\/e25b8fe5-5a44-4abf-b263-9eb3bd079309-300x290.jpg\" alt=\"-\" width=\"200\" height=\"193\" title=\"\" srcset=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/06\/e25b8fe5-5a44-4abf-b263-9eb3bd079309-200x194.jpg 200w, https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/06\/e25b8fe5-5a44-4abf-b263-9eb3bd079309-300x290.jpg 300w, https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/06\/e25b8fe5-5a44-4abf-b263-9eb3bd079309-400x387.jpg 400w, https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/06\/e25b8fe5-5a44-4abf-b263-9eb3bd079309.jpg 586w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/a><\/h2>\n<h2><strong>Deep Learning approaches for weather-dependent businesses<\/strong><\/h2>\n<p><span class=\"break-words\"><span dir=\"ltr\">Deep learning techniques can enhance and improve weather forecasting and help weather-dependent businesses to encounter the effects of weather proactively.<br \/>\nBut how does it work and how can it help solve today\u2019s business challenges?<\/span><\/span><\/p>\n<h4>Topics discussed<\/h4>\n<ul>\n<li>Deep neural networks and probabilistic approaches applied to solar forecasting<\/li>\n<li>The use of deep learning techniques to assess the impact of weather across major businesses<\/li>\n<\/ul>\n<h4>After the Webinar you\u2019ll have an understanding of:<\/h4>\n<ul>\n<li>Why<strong> deep learning can enhance weather forecasts<\/strong> for solar energy in comparison to the use of physical models and image processing technology<\/li>\n<li><strong>How deep learning works<\/strong><\/li>\n<li><strong>A use case from PV production forecasting<\/strong><\/li>\n<li>Why weather-dependent <strong>businesses should consider machine-learning technology<\/strong> for weather forecasts<\/li>\n<li>Biased data and <strong>the importance of a good data set<\/strong><\/li>\n<li>The<strong> wide range of applications<\/strong> of weather decision-making engines<\/li>\n<\/ul>\n<h4>Language: English<\/h4>\n<h4>Initial broadcast date: December 17th, 2020<\/h4>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"text-align:center;--awb-margin-bottom:30px;--awb-max-width:150px;--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\"><img decoding=\"async\" width=\"120\" height=\"116\" title=\"lionel\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/12\/lionel-e1607605420129.jpg\" class=\"img-responsive wp-image-7472\" alt=\"-\"><\/span><\/div><div class=\"fusion-text fusion-text-2\"><p style=\"text-align: center;\"><strong>Chairman<\/strong><br \/>\nLionel Cordesses<br \/>\n<span class=\"speaker-title\">Director &#8211; Intelligent Systems &amp; Communications<\/span> at <span class=\"speaker-org\">IRT Saint Exup\u00e9ry<\/span><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"text-align:center;--awb-margin-bottom:30px;--awb-max-width:120px;--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=\"300\" height=\"290\" title=\"pierre\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/12\/pierre-300x290.jpg\" class=\"img-responsive wp-image-7471\" alt=\"-\"><\/span><\/div><div class=\"fusion-text fusion-text-3\"><p style=\"text-align: center;\"><strong>Speaker<\/strong><br \/>\nPierre Aillaud<br \/>\nR&amp;D Engineer at Reuniwatt<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"text-align:center;--awb-margin-bottom:30px;--awb-max-width:120px;--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=\"120\" height=\"126\" title=\"johan\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/12\/johan-e1607603833921.jpg\" class=\"img-responsive wp-image-7470\" alt=\"-\"><\/span><\/div><div class=\"fusion-text fusion-text-4\"><p style=\"text-align: center;\"><strong>Speaker<\/strong><br \/>\nJohan Math\u00e9<br \/>\n<span class=\"speaker-title\">Co-founder &amp; CEO at <span class=\"speaker-org\">Atmo<\/span><\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container 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-margin-top:50px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_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:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-5\"><h2>Would you like to access our webinar on demand &#8220;Deep Learning approaches for weather-dependent businesses&#8221;?<\/h2>\n<p style=\"text-align: center;\"><a rel=\"attachment wp-att-3306\"><img decoding=\"async\" class=\"wp-image-3306 aligncenter\" src=\"https:\/\/reuniwatt.com\/en\/wp-content\/uploads\/sites\/3\/2020\/06\/mock-001581.png\" alt=\"Reuniwatt hybrid solar\" width=\"500\" height=\"\" title=\"\"><\/a><\/p>\n<p>( <em> Please fill in the following form and you will receive the webinar link<\/em><em> by email. <\/em>)<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container hundred-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-overflow:visible;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-flex-start fusion-column-no-min-height\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f7525-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"7525\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/pages\/7523#wpcf7-f7525-o1\" method=\"post\" class=\"wpcf7-form init 29841c671255 cmatic-conn cmatic-aud-3 cmatic-mapd0-0 cmatic-v097802 cmatic-sent-0 cmatic-total-80\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"7525\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.5\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f7525-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<style>\nspan.wpcf7-list-item {\nmargin-left: 0.5em;\ndisplay: block;\n}\n.wpcf7 .submitbutton {\n font-family: Arial;\n font-weight:bold;\n font-size: 14px;\n width: 110px;\n height: 40px;\n padding-top: 2px; \/*permet le centrage vertical*\/\n text-align: center;\n-webkit-appearance: none;\nbackground-color:rgb(208,0,16);\nborder-width:0px;\nborder-radius:4px;\ncolor:white;\n}\n\n.wpcf7 .submitbutton:hover {\nbackground-color:rgb(204,0,00);\n}\n<\/style>\n<div style=\"\">\n\t<div style=\"width:220px;float:left;\">\n\t\t<p>First name\n\t\t<\/p>\n\t<\/div>\n\t<div style=\"width:350px;float:left;\">\n\t<\/div>\n<\/div>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"prenom\"><input size=\"160\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"prenom\" \/><\/span>\n<\/p>\n<div style=\"\">\n\t<div style=\"width:220px;float:left;\">\n\t\t<p>Last name\n\t\t<\/p>\n\t<\/div>\n\t<div style=\"width:350px;float:left;\">\n\t<\/div>\n<\/div>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"nom\"><input size=\"160\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"nom\" \/><\/span>\n<\/p>\n<div style=\"\">\n\t<div style=\"width:220px;float:left;\">\n\t\t<p>Company\/Institution name\n\t\t<\/p>\n\t<\/div>\n\t<div style=\"width:350px;float:left;\">\n\t<\/div>\n<\/div>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"societe\"><input size=\"160\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"societe\" \/><\/span>\n<\/p>\n<div style=\"\">\n\t<div style=\"width:220px;float:left;\">\n\t\t<p>Position\n\t\t<\/p>\n\t<\/div>\n\t<div style=\"width:350px;float:left;\">\n\t<\/div>\n<\/div>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"jobtitle\"><input size=\"160\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"jobtitle\" \/><\/span>\n<\/p>\n<p>Email\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"Email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"Email\" \/><\/span>\n<\/p>\n<div style=\"\">\n\t<div style=\"width:220px;float:left;\">\n\t\t<p>Telephone\n\t\t<\/p>\n\t<\/div>\n\t<div style=\"width:350px;float:left;\">\n\t<\/div>\n<\/div>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"phone\"><input size=\"160\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"phone\" \/><\/span>\n<\/p>\n<p><br \/>\nYou are interested in: <br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"industry\"><span class=\"wpcf7-form-control wpcf7-checkbox\"><span class=\"wpcf7-list-item first\"><input type=\"checkbox\" name=\"industry[]\" value=\"Solar energy\" \/><span class=\"wpcf7-list-item-label\">Solar energy<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"industry[]\" value=\"Off-grid projects\" \/><span class=\"wpcf7-list-item-label\">Off-grid projects<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"industry[]\" value=\"Wind energy\" \/><span class=\"wpcf7-list-item-label\">Wind energy<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"industry[]\" value=\"Atmospheric Sciences\" \/><span class=\"wpcf7-list-item-label\">Atmospheric Sciences<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"industry[]\" value=\"Defence &amp; 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