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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="">
<meta name="author" content="">
<link rel="shortcut icon" href="/assets/ico/favicon.ico">
<title>SPANISH ELECTRIC MIX OPTIMIZATION - Home</title>
<!-- Bootstrap core CSS -->
<link href="/assets/css/bootstrap.css" rel="stylesheet">
<!-- Custom styles for this template -->
<link href="/assets/css/main.css" rel="stylesheet">
<link href="/assets/fonts/fontawesome-5.12.1/css/all.css" rel="stylesheet">
<!-- Custom CSS -->
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<!--[if lt IE 9]><script src="../../assets/js/ie8-responsive-file-warning.js"></script><![endif]-->
<!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
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<script src="https://oss.maxcdn.com/libs/html5shiv/3.7.0/html5shiv.js"></script>
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<![endif]-->
<script src="http://www.w3schools.com/lib/w3data.js"></script>
</head>
<body>
<!-- Fixed navbar -->
<div class="navbar navbar-default navbar-fixed-top" role="navigation">
<div class="container">
<div class="navbar-header">
<button type="button" class="navbar-toggle" data-toggle="collapse" data-target=".navbar-collapse">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="/">SPANISH ELECTRIC MIX OPTIMIZATION</a>
</div>
<div class="navbar-collapse collapse navbar-right">
<ul class="nav navbar-nav">
<li class="active"><a href="/">HOME</a></li>
<li class="link">
<a href="#" data-toggle="dropdown">
CO<sub>2</sub> EMISSIONS <b class="caret"></b>
</a>
<ul class="dropdown-menu">
<li><a href="/emissions/">ANNUAL CO<sub>2</sub> EMISSIONS</a></li>
<li><a href="/emissions_2018/">CO<sub>2</sub> EMISSIONS IN 2018</a></li>
</ul>
</li>
<!--<li ><a href="/emissions/">CO<sub>2</sub> EMISSIONS</a></li>-->
<li ><a href="/studies/">STUDIES</a></li>
<li ><a href="/optimizations/">OPTIMIZATIONS</a></li>
<!--<li ><a href="/about/">ABOUT</a></li>-->
<!--<li ><a href="/contact/">CONTACT</a></li>-->
</ul>
</div><!--/.nav-collapse -->
</div>
</div>
<div id="headerwrap">
<div class="container">
<div class="row">
<div class="col-lg-8 col-lg-offset-2">
<h1>Spanish Electric Mix Optimization</h1>
<h4>Mix optimizations for 2030, 2040 and 2050</h4>
<h4>applying Artificial Intelligence.</h4>
<h3></h3>
</div>
<!--<div class="col-lg-8 col-lg-offset-2 himg">
<img src="/assets/img/browser.png" class="img-responsive">
</div>-->
</div><!-- /row -->
</div> <!-- /container -->
</div><!-- /headerwrap -->
<style>
.bottom-three {
margin-bottom: 1cm;
}
</style>
<div id="service">
<div class="container">
<p class="bottom-three"></p>
<div class="row centered">
<div class="col-md-4">
<i class="fa fa-chart-area" aria-hidden="true"></i>
<span class="sr-only">Chart area</span>
<h4>Multiobjective Optimization</h4>
<p align='justify'>Optimizations are performed considering hourly historic data from real demand and generation of all the different energy sources than contribute to the global Spanish electric mix.</p>
<!--<p><br/><a href="#" class="btn btn-theme">More Info</a></p>-->
</div>
<div class="col-md-4">
<i class="fa fa-robot" aria-hidden="true"></i>
<span class="sr-only">Artificial Intelligence</span>
<h4>Artificial Intelligence</h4>
<p align='justify'>Multiobjective genertic algorithms are applied to find the set of optimal solutions for each optimization. Such algorithms take into account the optimization criteria and restrictions to determine feasible solutions.</p>
<!--<p><br/><a href="#" class="btn btn-theme">More Info</a></p>-->
</div>
<div class="col-md-4">
<i class="fa fa-chart-pie" aria-hidden="true"></i>
<span class="sr-only">Detailed results</span>
<h4>Detailed results</h4>
<p align='justify'>Each optimization targets a particular future year considering different assumptions and taking into account several optimization criteria such as minimize mean energy cost, dumped energy and CO<sub>2</sub> emissions.</p>
<!--<p><br/><a href="#" class="btn btn-theme">More Info</a></p>-->
</div>
</div>
</div><!--/container -->
</div><!--/service -->
<div id="portfoliowrap">
<h3>Latest Optimizations</h3>
<div class="col-sm-8 col-sm-offset-4 col-sm-pull-2">
<div class="recentitems portfolio">
<a href="/projects/optimization-2030-2018-40/">
<div class="col-lg-2 portfolio-item">
<div class="he-wrap tpl6 col-sm-offset-2">
<div class="alert alert-success" role="alert">
<font size="4">
<center>
<table>
<tr>
<td align="left">Region:</td>
<td align="center"><b> Spain</b>
</td>
</tr>
<tr>
<td align="left">Target year:</td>
<td align="center"><b> 2030</b>
</td>
</tr>
<tr>
<td align="left">Data year:</td>
<td align="center"><b> 2018</b>
</td>
</tr>
<tr>
<td align="left">CO<sub>2</sub> reduction:</td>
<td align="center">
<b> 40%</b></td>
</tr>
</tr>
</table>
</center>
</font>
</div>
<!--<img src="/assets/img/project/" alt="">-->
<div class="he-view">
<div class="bg a0" data-animate="fadeIn">
<h3 class="a0" data-animate="fadeInDown">Optimization for 2030 based on 2018 with 40% emission reduction</h3>
<!-- <a data-rel="prettyPhoto" href="/assets/img/project/" class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-search"></i></a>-->
<!-- <div class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-link fa-2x"></i></div> -->
</div>
</div>
</div>
</div><!-- end col-12 -->
</a>
<a href="/projects/optimization-2040-2018-60/">
<div class="col-lg-2 portfolio-item">
<div class="he-wrap tpl6 col-sm-offset-2">
<div class="alert alert-success" role="alert">
<font size="4">
<center>
<table>
<tr>
<td align="left">Region:</td>
<td align="center"><b> Spain</b>
</td>
</tr>
<tr>
<td align="left">Target year:</td>
<td align="center"><b> 2040</b>
</td>
</tr>
<tr>
<td align="left">Data year:</td>
<td align="center"><b> 2018</b>
</td>
</tr>
<tr>
<td align="left">CO<sub>2</sub> reduction:</td>
<td align="center">
<b> 60%</b></td>
</tr>
</tr>
</table>
</center>
</font>
</div>
<!--<img src="/assets/img/project/" alt="">-->
<div class="he-view">
<div class="bg a0" data-animate="fadeIn">
<h3 class="a0" data-animate="fadeInDown">Optimization for 2040 based on 2018 with 60% emission reduction</h3>
<!-- <a data-rel="prettyPhoto" href="/assets/img/project/" class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-search"></i></a>-->
<!-- <div class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-link fa-2x"></i></div> -->
</div>
</div>
</div>
</div><!-- end col-12 -->
</a>
<a href="/projects/optimization-2050-2018-80/">
<div class="col-lg-2 portfolio-item">
<div class="he-wrap tpl6 col-sm-offset-2">
<div class="alert alert-success" role="alert">
<font size="4">
<center>
<table>
<tr>
<td align="left">Region:</td>
<td align="center"><b> Spain</b>
</td>
</tr>
<tr>
<td align="left">Target year:</td>
<td align="center"><b> 2050</b>
</td>
</tr>
<tr>
<td align="left">Data year:</td>
<td align="center"><b> 2018</b>
</td>
</tr>
<tr>
<td align="left">CO<sub>2</sub> reduction:</td>
<td align="center">
<b> 80%</b></td>
</tr>
</tr>
</table>
</center>
</font>
</div>
<!--<img src="/assets/img/project/" alt="">-->
<div class="he-view">
<div class="bg a0" data-animate="fadeIn">
<h3 class="a0" data-animate="fadeInDown">Optimization for 2050 based on 2018 with 80% emission reduction</h3>
<!-- <a data-rel="prettyPhoto" href="/assets/img/project/" class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-search"></i></a>-->
<!-- <div class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-link fa-2x"></i></div> -->
</div>
</div>
</div>
</div><!-- end col-12 -->
</a>
<a href="/projects/optimization-2030-2018-50/">
<div class="col-lg-2 portfolio-item">
<div class="he-wrap tpl6 col-sm-offset-2">
<div class="alert alert-success" role="alert">
<font size="4">
<center>
<table>
<tr>
<td align="left">Region:</td>
<td align="center"><b> Spain</b>
</td>
</tr>
<tr>
<td align="left">Target year:</td>
<td align="center"><b> 2030</b>
</td>
</tr>
<tr>
<td align="left">Data year:</td>
<td align="center"><b> 2018</b>
</td>
</tr>
<tr>
<td align="left">CO<sub>2</sub> reduction:</td>
<td align="center">
<b> 50%</b></td>
</tr>
</tr>
</table>
</center>
</font>
</div>
<!--<img src="/assets/img/project/" alt="">-->
<div class="he-view">
<div class="bg a0" data-animate="fadeIn">
<h3 class="a0" data-animate="fadeInDown">Optimization for 2030 based on 2018 with 50% emission reduction</h3>
<!-- <a data-rel="prettyPhoto" href="/assets/img/project/" class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-search"></i></a>-->
<!-- <div class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-link fa-2x"></i></div> -->
</div>
</div>
</div>
</div><!-- end col-12 -->
</a>
<a href="/projects/optimization-2040-2018-75/">
<div class="col-lg-2 portfolio-item">
<div class="he-wrap tpl6 col-sm-offset-2">
<div class="alert alert-success" role="alert">
<font size="4">
<center>
<table>
<tr>
<td align="left">Region:</td>
<td align="center"><b> Spain</b>
</td>
</tr>
<tr>
<td align="left">Target year:</td>
<td align="center"><b> 2040</b>
</td>
</tr>
<tr>
<td align="left">Data year:</td>
<td align="center"><b> 2018</b>
</td>
</tr>
<tr>
<td align="left">CO<sub>2</sub> reduction:</td>
<td align="center">
<b> 75%</b></td>
</tr>
</tr>
</table>
</center>
</font>
</div>
<!--<img src="/assets/img/project/" alt="">-->
<div class="he-view">
<div class="bg a0" data-animate="fadeIn">
<h3 class="a0" data-animate="fadeInDown">Optimization for 2040 based on 2018 with 60% emission reduction</h3>
<!-- <a data-rel="prettyPhoto" href="/assets/img/project/" class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-search"></i></a>-->
<!-- <div class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-link fa-2x"></i></div> -->
</div>
</div>
</div>
</div><!-- end col-12 -->
</a>
<a href="/projects/optimization-2050-2018-100/">
<div class="col-lg-2 portfolio-item">
<div class="he-wrap tpl6 col-sm-offset-2">
<div class="alert alert-success" role="alert">
<font size="4">
<center>
<table>
<tr>
<td align="left">Region:</td>
<td align="center"><b> Spain</b>
</td>
</tr>
<tr>
<td align="left">Target year:</td>
<td align="center"><b> 2050</b>
</td>
</tr>
<tr>
<td align="left">Data year:</td>
<td align="center"><b> 2018</b>
</td>
</tr>
<tr>
<td align="left">CO<sub>2</sub> reduction:</td>
<td align="center">
<b> 100%</b></td>
</tr>
</tr>
</table>
</center>
</font>
</div>
<!--<img src="/assets/img/project/" alt="">-->
<div class="he-view">
<div class="bg a0" data-animate="fadeIn">
<h3 class="a0" data-animate="fadeInDown">Optimization for 2050 based on 2018 with 100% emission reduction</h3>
<!-- <a data-rel="prettyPhoto" href="/assets/img/project/" class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-search"></i></a>-->
<!-- <div class="dmbutton a2" data-animate="fadeInUp"><i class="fa fa-link fa-2x"></i></div> -->
</div>
</div>
</div>
</div><!-- end col-12 -->
</a>
</div><!-- portfolio -->
</div><!-- portfolio container -->
</div>
<!--/Portfoliowrap -->
<div id="">
<div class="container mtb">
<div class="row"></div>
</div>
<center>
<h3>Latest Studies</h3>
</center>
<div class="col-md-9 col-sm-offset-3 col-sm-pull-1">
<div class="recentitems study">
<a href="/optimization/year%202030/year%202040/year%202050/optimization_50_75_100/">
<div class="col-lg-5 study-item">
<div class="he-wrap tpl6_study col-sm-offset-1">
<div class="alert alert-warning" role="alert">
<center>
<table>
<tr>
<td align="center">
<font size="4">Spanish electric mix optimization for 2030, 2040 and 2050 with CO<sub>2</sub> emissions reduction: 50%, 75% and 100%</font>
</td>
</tr>
<tr>
<td align="center">
<font size="2"><b>30 Mar 2020</b></font>
</td>
</tr>
</tr>
</table>
</center>
</div>
<div class="he-view">
<div class="bg a0" data-animate="fadeIn">
<h3 class="a0" data-animate="fadeInDown">Spanish electric mix optimization for 2030, 2040 and 2050 with CO<sub>2</sub> emissions reduction: 50%, 75% and 100%</h3>
</div>
</div>
</div>
</div>
</a>
<a href="/optimization/year%202030/year%202040/year%202050/optimization_40_60_80/">
<div class="col-lg-5 study-item">
<div class="he-wrap tpl6_study col-sm-offset-1">
<div class="alert alert-warning" role="alert">
<center>
<table>
<tr>
<td align="center">
<font size="4">Spanish electric mix optimization for 2030, 2040 and 2050 with CO<sub>2</sub> emissions reduction: 40%, 60% and 80%</font>
</td>
</tr>
<tr>
<td align="center">
<font size="2"><b>28 Mar 2020</b></font>
</td>
</tr>
</tr>
</table>
</center>
</div>
<div class="he-view">
<div class="bg a0" data-animate="fadeIn">
<h3 class="a0" data-animate="fadeInDown">Spanish electric mix optimization for 2030, 2040 and 2050 with CO<sub>2</sub> emissions reduction: 40%, 60% and 80%</h3>
</div>
</div>
</div>
</div>
</a>
</div>
</div>
</div>
<div class="container mtb">
<div class="row">
<!--<div class="col-lg-10 col-lg-offset-1">
<h4>Plataforma Solar de Almería (PSA).</h4>
<p>The Plataforma Solar de Almería (PSA), a dependency of CIEMAT, is the largest concentrating solar technology research, development and test center in Europe. PSA activities are integrated in the CIEMAT organization as an R&D division of the Department of Energy.</p>
<p><br/><a href="http://www.psa.es/en" target='_blank' class="btn btn-theme">Website</a></p>
</div>-->
<!--<div class="col-lg-3">
<h4>Frequently Asked</h4>
<div class="hline"></div>
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<div class="col-lg-3">
<h4>Latest Posts</h4>
<div class="hline"></div>
<p><a href="/optimization/year%202030/year%202040/year%202050/optimization_50_75_100/">Spanish electric mix optimization for 2030, 2040 and 2050 with CO<sub>2</sub> emissions reduction: 50%, 75% and 100%.</a></p>
<p><a href="/optimization/year%202030/year%202040/year%202050/optimization_40_60_80/">Spanish electric mix optimization for 2030, 2040 and 2050 with CO<sub>2</sub> emissions reduction: 40%, 60% and 80%.</a></p>
</div>-->
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</div><!--/container -->
<div id="footerwrap">
<div class="container">
<div class="row">
<div class="col-lg-4">
<h4>About</h4>
<div class="hline-w"></div>
<p>Plataforma Solar de Almería (PSA), a dependency of CIEMAT, is the largest concentrating solar technology research, development and test center in Europe. PSA activities are integrated in the CIEMAT organization as an R&D division of the Department of Energy.</p>
</div>
<div class="col-lg-4">
<h4>Social Links</h4>
<div class="hline-w"></div>
<p>
<a href="https://www.psa.es/en" target='_blank' data-toggle="tooltip" title='PSA website' class="btn-social btn-outline">
<i class="fas fa-sun" aria-hidden="true"></i>
<span class="sr-only">Website</span>
</a>
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<i class="fab fa-facebook" aria-hidden="true"></i>
<span class="sr-only">facebook</span>
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<a href="https://twitter.com/psaciemat" target='_blank' data-toggle="tooltip" title='PSA twitter' class="btn-social btn-outline">
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<span class="sr-only">twitter</span>
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<h4>Location</h4>
<div class="hline-w"></div>
<p>
Plataforma Solar de Almería <br>
Ctra. de Senés km. 4,5 Tabernas, <br>
Alméria, Spain. <br>
</p>
<p>
Email: <a href='mailto:{{ site.email }}'>[email protected]</a><br/>
Tel: <a href='tel:{{ site.tel }}'>+34 950 387 800</a><br />
Website: <a href='https://www.psa.es/en' target='_blank'>https://www.psa.es</a>
</p>
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