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index.html
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<!DOCTYPE HTML>
<!--
Spectral by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html>
<head>
<title>Systems Engineering HCI</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<!--[if lte IE 8]><script src="assets/js/ie/html5shiv.js"></script><![endif]-->
<link rel="stylesheet" href="assets/css/main.css" />
<!--[if lte IE 8]><link rel="stylesheet" href="assets/css/ie8.css" /><![endif]-->
<!--[if lte IE 9]><link rel="stylesheet" href="assets/css/ie9.css" /><![endif]-->
</head>
<body class="landing">
<!-- Page Wrapper -->
<div id="page-wrapper">
<!-- Header -->
<header id="header" class="alt">
<h1><a href="index.html">Systems Engineering</a></h1>
<nav id="nav">
<ul>
<li class="special">
<a href="#menu" class="menuToggle"><span>Menu</span></a>
<div id="menu">
<ul>
<li><a href="index.html">Overview</a></li>
<li><a href="Requirements2.html">Requirements</a></li>
<li><a href="Research2.html">Research</a></li>
<li><a href="HCI.html">HCI</a></li>
<li><a href="Design.html">Design</a></li>
<li><a href="Testing.html">Testing</a></li>
<li><a href="Evaluation2.html">Evaluation</a></li>
<li><a href="Management.html">Management</a></li>
</ul>
</div>
</li>
</ul>
</nav>
</header>
<!-- Banner -->
<section id="banner">
<div class="inner">
<h2>Renewables Ai Project– Team 17</h2>
<p>A project in collaboration with Elastacloud Limited.</p>
</div>
<a href="#one" class="more scrolly">Overview</a>
</section>
<!-- One -->
<section id="one" class="wrapper style1 special">
<div class="inner">
<header class="major">
<h2>Overview</h2>
<p>
Our project is in collaboration with Elastacloud Limited who are a long-standing Microsoft Azure partner with specialisms in data science, data engineering and cloud. It entails helping to develop their data science platform, Renewables.ai. Renewables.ai aims to manage the lifecycle of solar farms from engineering to trading predictions by providing near real-time predictions for both solar farm energy output and energy prices using the newest techniques in Deep Learning. The project consisted of two major components. First, we had to build a chatbot that could interact with the platform to provide insightful responses to user questions such as “What is the total production predicted for tomorrow in my portfolio?”. Second, we were asked to improve the model used to predict the output of solar energy farms.
</p>
<hr/>
</header>
<section>
<div class="box alt">
<div class="row uniform 50%">
<div class="4u">
<h3>ASK CHATBOT TO PREDICT ENERGY OUTPUT</h3>
<span class="image fit"><img src="images/cloud-lightning.svg" alt="" style="margin:0 auto; width: 40%"/></span>
<p>Ask chatbot to predict the energy output for a specific solar farm and receive an hour by hour prediction for the next 48 hours.
</p>
</div>
<div class="4u">
<h3>ASK CHATBOT TO DISPLAY DATA VISUALISATIONS</h3>
<span class="image fit"><img src="images/trending-up.svg" alt="" style="margin:0 auto; width: 40%"/></span>
<p>Ask chatbot to plot a graph of historical and predicted data for a variety of different metrics.
</p>
</div>
<div class="4u">
<h3>PREDICTIONS THAT REACT TO OUTAGES</h3>
<span class="image fit"><img src="images/zap-off.svg" alt="" style="margin:0 auto; width: 40%"/></span>
<p>The prediction model is able to identify when a solar farm is experiencing issues and it adjusts its future solar farm energy output predictions accordingly.
</p>
</div>
<div class="4u">
<h3>ACCURATE PREDICTIONS PRODUCTION</h3>
<span class="image fit"><img src="images/thumbs-up.svg" alt="" style="margin:0 auto; width: 40%"/></span>
<p>Produces accurate predictions for solar farm energy output predictions by using Facebook’s Open-Source Prophet Algorithm.
</p>
</div>
<div class="4u">
<h3>MANUALLY ENHANCE PREDICTIONS</h3>
<span class="image fit"><img src="images/share-2.svg" alt="" style="margin:0 auto; width: 40%"/></span>
<p>Ability to improve the performance of the prediction model by adding dates for planned maintenance work and other outages.
</p>
</div>
<div class="4u">
<h3>ASK CHATBOT TO PERFORM DATA ANALYSIS</h3>
<span class="image fit"><img src="images/sliders.svg" alt="" style="margin:0 auto; width: 40%"/></span>
<p>Ask chatbot to perform data aggregations or find top performing plants.
</p>
</div>
</div>
</div>
</section>
<ul class="actions">
<div style="position:relative;height:0;padding-bottom:56.25%"><iframe src="https://www.youtube.com/embed/jry_Fg4D-4g?ecver=2" width="640" height="360" frameborder="0" allow="autoplay; encrypted-media" style="position:absolute;width:100%;height:100%;left:0" allowfullscreen></iframe></div>
</ul>
<section>
<h2>Our Team</h2>
<div class="box alt">
<div class="row uniform 50%">
<div class="4u">
<h3>Irina Popi</h3>
<p>
Team Leader
</p>
<p>
Client Liaison
</p>
</div>
<div class="4u">
<h3>Tom Ayoola</h3>
<p>
Leader Programmer
</p>
<p>
Tester
</p>
</div>
<div class="4u">
<h3>Carmen Ibanescu</h3>
<p>
Researcher
</p>
<p>
Tester
</p>
</div>
</div>
</div>
</section>
<ul class="actions">
<li>
<a href="Requirements2.html" class="button special" style="margin-top: 10%">Requirements > </a>
</li>
</ul>
</div>
</section>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrollex.min.js"></script>
<script src="assets/js/jquery.scrolly.min.js"></script>
<script src="assets/js/skel.min.js"></script>
<script src="assets/js/util.js"></script>
<!--[if lte IE 8]><script src="assets/js/ie/respond.min.js"></script><![endif]-->
<script src="assets/js/main.js"></script>
</body>
</html>