{"version":"1.0","provider_name":"Instituto de Ingenier\u00eda del Conocimiento","provider_url":"https:\/\/www.iic.uam.es\/en","author_name":"Instituto de Ingenier\u00eda del Conocimiento","author_url":"https:\/\/www.iic.uam.es\/en\/author\/andres\/","title":"Kernel EA2 - IIC","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"i9w4A2zvBu\"><a href=\"https:\/\/www.iic.uam.es\/en\/big-data-services\/energy-environment\/kernel-en\/\">Kernel EA2<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.iic.uam.es\/en\/big-data-services\/energy-environment\/kernel-en\/embed\/#?secret=i9w4A2zvBu\" width=\"600\" height=\"338\" title=\"&#8220;Kernel EA2&#8221; &#8212; Instituto de Ingenier\u00eda del Conocimiento\" data-secret=\"i9w4A2zvBu\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/* ]]> *\/\n<\/script>\n","description":"[vc_row type=&#8221;full_width_section&#8221; top_padding=&#8221;-10&#8243;][vc_column width=&#8221;1\/1&#8243;][vc_column_text][\/vc_column_text][\/vc_column][\/vc_row][vc_row top_padding=&#8221;30&#8243; bottom_padding=&#8221;30&#8243;][vc_column width=&#8221;1\/1&#8243;][vc_column_text] The key to observe and understand what is happening and predict what the future holds is counting on a good organization of data, a wide set of modelling tools and a long experience analysing results of predictive models. Our experience has been applied to Smart Grids, a way of managing electricity efficiently, optimizing generation and distribution and using information technology with the aim of balancing supply and demand between producers and consumers. This is the environment where modelling tools, such as Kernel EA2, are used to cover different needs. [\/vc_column_text][\/vc_column][\/vc_row][vc_row bg_color=&#8221;#f1f1f1&#8243; top_padding=&#8221;40&#8243; bottom_padding=&#8221;40&#8243;][vc_column width=&#8221;1\/2&#8243;][vc_column_text] What is Kernel EA2?[\/vc_column_text][vc_column_text] The Kernel EA2 predictive models library is used at the core of IIC products related to wind and solar renewable energy forecast, as well as in other systems and services related to modelling and energy forecasting. Kernel EA2 allows including powerful predictive models \u2015based on neural networks or Support Vector Machines (SVM), among others\u2015 into general Data Mining systems easily and flexibly. [\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_column_text] How does Kernel EA2 work?[\/vc_column_text][vc_column_text] Kernel EA2 applies predictive analytics techniques to offer precise forecasts that may be integrated into systems such as the applications used by TSOs. It has also [&hellip;]"}