{"id":125365,"date":"2022-12-05T03:00:48","date_gmt":"2022-12-05T02:00:48","guid":{"rendered":"https:\/\/www.cde.ual.es\/?p=125365"},"modified":"2022-12-02T10:26:13","modified_gmt":"2022-12-02T09:26:13","slug":"postdoc-in-short-term-wind-and-solar-power-forecasting","status":"publish","type":"post","link":"https:\/\/www.cde.ual.es\/en\/postdoc-in-short-term-wind-and-solar-power-forecasting\/","title":{"rendered":"Postdoc in short-term wind and solar power forecasting"},"content":{"rendered":"<div class=\"ecl-u-mb-2xl\">\n<div class=\"ecl-u-mb-2xl\">\n<h3><a href=\"https:\/\/www.cde.ual.es\/wp-content\/uploads\/2022\/12\/karsten-wurth-0w-uTa0Xz7w-unsplash-1-scaled.jpg\"><img decoding=\"async\" class=\" wp-image-125368 aligncenter\" src=\"https:\/\/www.cde.ual.es\/wp-content\/uploads\/2022\/12\/karsten-wurth-0w-uTa0Xz7w-unsplash-1-scaled.jpg\" alt=\"\" width=\"503\" height=\"335\" srcset=\"https:\/\/www.cde.ual.es\/wp-content\/uploads\/2022\/12\/karsten-wurth-0w-uTa0Xz7w-unsplash-1-scaled.jpg 2560w, https:\/\/www.cde.ual.es\/wp-content\/uploads\/2022\/12\/karsten-wurth-0w-uTa0Xz7w-unsplash-1-300x200.jpg 300w, https:\/\/www.cde.ual.es\/wp-content\/uploads\/2022\/12\/karsten-wurth-0w-uTa0Xz7w-unsplash-1-1024x683.jpg 1024w, https:\/\/www.cde.ual.es\/wp-content\/uploads\/2022\/12\/karsten-wurth-0w-uTa0Xz7w-unsplash-1-768x512.jpg 768w, https:\/\/www.cde.ual.es\/wp-content\/uploads\/2022\/12\/karsten-wurth-0w-uTa0Xz7w-unsplash-1-1536x1024.jpg 1536w, https:\/\/www.cde.ual.es\/wp-content\/uploads\/2022\/12\/karsten-wurth-0w-uTa0Xz7w-unsplash-1-2048x1365.jpg 2048w\" sizes=\"(max-width: 503px) 100vw, 503px\" \/><\/a><\/h3>\n<h3 id=\"offer-description\" class=\"ecl-u-type-heading-2 ecl-u-mt-none ecl-u-mb-l ecl-inpage-navigation__heading--active\" style=\"text-align: justify;\">Offer Description<\/h3>\n<div class=\"ecl\" style=\"text-align: justify;\">\n<p>The Wind Engineering and Renewable Energy (WiRE) Laboratory of the \u00c9cole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL) is looking to fill a Post-doc position in short-term wind and solar power forecasting models (typically from 6h to a few days). The successful Post-doc candidate will work in the development of hybrid &#8211; numerical weather prediction (NWP) and machine learning (ML) &#8211; forecasting models for wind and solar energy production, and their application to the largest Swiss wind and solar power plants. By using long time series of both wind or solar power production, as well as NWP outputs (big data), the candidate will focus on the development and testing of new forecasting models, with especial emphasis in novel ML-based tools (e.g., MLP, LSTM NNs, SVM, stochastic optimization, etc.).<\/p>\n<p>The position is within the recently funded project entitled \u201cUrbanTwin: An urban digital twin for climate action: Assessing policies and solutions for energy, water and infrastructure\u201d, as part of the ETH-Joint Initiative funding program.<\/p>\n<p>In addition to the research tasks related to the position, the candidate will contribute to teaching.<\/p>\n<p>Interested candidates should send a single PDF file including: CV, a brief research statement and the contact details of 3 reference persons to: Prof. Fernando Port\u00e9-Agel [<a href=\"mailto:fernando.porte-agel@epfl.ch\">fernando.porte-agel@epfl.ch<\/a>].<\/p>\n<\/div>\n<\/div>\n<div class=\"ecl-u-mb-2xl\">\n<h3 id=\"requirements\" class=\"ecl-u-type-heading-2 ecl-u-mt-none ecl-u-mb-l\" style=\"text-align: justify;\">Requirements<\/h3>\n<div class=\"ecl-u-mb-m\" style=\"text-align: justify;\">\n<div class=\"ecl-u-type-bold ecl-u-mb-m\">Skills\/Qualifications<\/div>\n<div class=\"ecl\">\n<p>In order to qualify for the position, the candidates are required to have:<\/p>\n<p>\u00b7A completed a PhD degree.<\/p>\n<p>\u00b7Proven knowledge of advanced machine-learning tools, large data-sets analysis, statistical (probabilistic) forecasting, uncertainty analysis, etc.<\/p>\n<p>\u00b7Knowledge of energy systems modelling, especially within wind and solar power.<\/p>\n<p>\u00b7Excellent computer programming skills in Python &amp; Matlab.<\/p>\n<p>\u00b7Excellent English writing and speaking skills.<\/p>\n<p>\u00b7Strong peer-reviewed journal publication record.<\/p>\n<\/div>\n<\/div>\n<div class=\"ecl-u-mb-m\" style=\"text-align: justify;\">Languages ENGLISH<\/div>\n<div class=\"ecl-u-mb-2xl\">\n<dl class=\"ecl-description-list ecl-description-list--horizontal\">\n<dt class=\"ecl-description-list__term\">Level Excellent<\/dt>\n<dt>\n<h3 style=\"text-align: justify;\">Organisation<\/h3>\n<p class=\"LC20lb MBeuO DKV0Md\" style=\"text-align: justify;\">EPFL<\/p>\n<h3 style=\"text-align: justify;\">Location<\/h3>\n<div style=\"text-align: justify;\">Switzerland<\/div>\n<h3 style=\"text-align: justify;\">Research field<\/h3>\n<div style=\"text-align: justify;\">\n<div>Engineering<\/div>\n<div>Engineering \u00bb Simulation engineering<\/div>\n<div>Environmental science<\/div>\n<div>Environmental science \u00bb Other<\/div>\n<\/div>\n<h3 style=\"text-align: justify;\">Deadline<\/h3>\n<p style=\"text-align: justify;\">25th December 2023<\/p>\n<h3 style=\"text-align: justify;\">More information<\/h3>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/euraxess.ec.europa.eu\/jobs\/846175\" target=\"_blank\" rel=\"noopener\">Euraxess<\/a><\/p>\n<\/dt>\n<\/dl>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"ecl-u-mb-2xl\">\n<div class=\"ecl-u-mb-m\">\n<div class=\"ecl\">\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Offer Description The Wind Engineering and Renewable Energy (WiRE) Laboratory of the \u00c9cole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL) is looking to fill a Post-doc position in short-term wind and solar power forecasting models (typically from 6h to a few days). The successful Post-doc candidate will work in the development of hybrid &#8211; numerical weather prediction [&hellip;]<\/p>\n","protected":false},"author":101011,"featured_media":125368,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[4048,366,4043],"tags":[409,848,1560,7856],"class_list":{"0":"post-125365","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-engineering-architecture","8":"category-eu-calls-and-awards","9":"category-euraxess-en","10":"tag-call","11":"tag-euraxess-en","12":"tag-switzerland","13":"tag-wind-and-solar-power","14":"entry"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Postdoc in short-term wind and solar power forecasting | CDE Almer\u00eda - Centro de Documentaci\u00f3n Europea - Universidad de Almer\u00eda<\/title>\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.cde.ual.es\/plaza-de-postdoc-en-prevision-de-energia-eolica-y-solar-a-corto-plazo\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Postdoc in short-term wind and solar power forecasting | CDE Almer\u00eda - Centro de Documentaci\u00f3n Europea - Universidad de Almer\u00eda\" \/>\n<meta property=\"og:description\" content=\"Offer Description The Wind Engineering and Renewable Energy (WiRE) Laboratory of the \u00c9cole polytechnique f\u00e9d\u00e9rale de Lausanne (EPFL) is looking to fill a Post-doc position in short-term wind and solar power forecasting models (typically from 6h to a few days). 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