Scenario Recognition in Modern Building Automation

<!DOCTYPE html> <html lang="en" dir="ltr"> <head>  <script async src="https://www.googletagmanager.com/gtag/js?id=G-P63WKM1TM1"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-P63WKM1TM1'); </script>  <script type="text/javascript" > (function(m,e,t,r,i,k,a){m[i]=m[i]||function(){(m[i].a=m[i].a||[]).push(arguments)}; m[i].l=1*new Date(); for (var j = 0; j < document.scripts.length; j++) {if (document.scripts[j].src === r) { return; }} k=e.createElement(t),a=e.getElementsByTagName(t)[0],k.async=1,k.src=r,a.parentNode.insertBefore(k,a)}) (window, document, "script", "https://mc.yandex.ru/metrika/tag.js", "ym"); ym(55165297, "init", { clickmap:false, trackLinks:true, accurateTrackBounce:true, webvisor:false }); </script> <noscript><div><img src="https://mc.yandex.ru/watch/55165297" style="position:absolute; left:-9999px;" alt="" /></div></noscript>    <title>Scenario Recognition in Modern Building Automation</title> <meta name="description" content="Scenario Recognition in Modern Building Automation"> <meta name="keywords" content="Building automation, ubiquitous computing, scenariorecognition, surveillance system."> <meta name="viewport" content="width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1, user-scalable=no"> <meta charset="utf-8"> <meta name="citation_title" content="Scenario Recognition in Modern Building Automation"> <meta name="citation_author" content="Roland Lang"> <meta name="citation_author" content="Dietmar Bruckner"> <meta name="citation_author" content="Rosemarie Velik"> <meta name="citation_author" content="Tobias Deutsch"> <meta name="citation_publication_date" content="2009/04/20"> <meta name="citation_journal_title" content="International Journal of Computer and Information Engineering"> <meta name="citation_volume" content="3"> <meta name="citation_issue" content="4"> <meta name="citation_firstpage" content="1124"> <meta 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Bruckner</a>, <a href="https://publications.waset.org/search?q=Rosemarie%20Velik"> Rosemarie Velik</a>, <a href="https://publications.waset.org/search?q=Tobias%20Deutsch"> Tobias Deutsch</a> </p> <p class="card-text"><strong>Abstract:</strong></p> Modern building automation needs to deal with very different types of demands, depending on the use of a building and the persons acting in it. To meet the requirements of situation awareness in modern building automation, scenario recognition becomes more and more important in order to detect sequences of events and to react to them properly. We present two concepts of scenario recognition and their implementation, one based on predefined templates and the other applying an unsupervised learning algorithm using statistical methods. Implemented applications will be described and their advantages and disadvantages will be outlined. <iframe src="https://publications.waset.org/8269.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Building%20automation" title="Building automation">Building automation</a>, <a href="https://publications.waset.org/search?q=ubiquitous%20computing" title=" ubiquitous computing"> ubiquitous computing</a>, <a href="https://publications.waset.org/search?q=scenariorecognition" title=" scenariorecognition"> scenariorecognition</a>, <a href="https://publications.waset.org/search?q=surveillance%20system." title=" surveillance system."> surveillance system.</a> </p> <p class="card-text"><strong>Digital Object Identifier (DOI):</strong> <a href="https://doi.org/10.5281/zenodo.1070577" target="_blank">doi.org/10.5281/zenodo.1070577</a> </p> <a href="https://publications.waset.org/8269/scenario-recognition-in-modern-building-automation" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/8269/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/8269/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/8269/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/8269/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/8269/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/8269/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/8269/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/8269/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/8269/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/8269/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/8269.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">1644</span> </span> <p class="card-text"><strong>References:</strong></p> <br>[1] C. M. Bishop, Neural Networks for Pattern Recognition, New York NY: Oxford University Press Inc., p. 20, 1995. <br>[2] D. Bruckner, Probabilistic Models in Building Automation - Recognizing Scnearios with Statistical Methods, Ph.D. Thesis, Vienna University of Technology, 2007. <br>[3] W. Burgstaller, Interpretation of Scenarios in Buildings, Ph.D. Thesis, Vienna University of Technology, 2007. <br>[4] T. Deutsch, R. Lang, G. Pratl, E. Brainin, S. Teicher, Applying Psychoanalytical and Neuro-Scientific Models to Automation. Proc. International Conference on Intelligent Environments, pp. 111-118, 2006. <br>[5] D. Dietrich, G. Russ, C. Tamarit, G. Koller, M. Ponweiser, M. Vincze, Modellierung des technischen Wahrnehmungsbewusstseins fr den Bereich Home Automation, e&i, Vol. 11, pp. 454-455, 2001. <br>[6] M. Dornes, Der kompetente Sugling - Die prverbale Entwicklung des Menschen, Fischer Taschenbuch Verlag, 2001. <br>[7] R.W. Picard R. W, Affective Computing, The MIT Press, 1997. <br>[8] G. Pratl, P. Palensky, The Project ARS - The Next Step Towards an Intelligent Environment, Proc. International Conference on Intelligent Environments, pp. 55-62, 2005. <br>[9] G. Pratl, W. Penzhorn, D. Dietrich, W. Burgstaller, Perceptive Awareness in Building Automation. Proc. International Conference on Computational Cybernetics, pp. 259-264, 2005. <br>[10] G. Pratl, Processing and Symbolization of Ambient Sensor Data, Ph.D. Thesis, Vienna University of Technology, 2006. <br>[11] G. Pratl, D. Dietrich, G. Hancke, W. Penzhorn, A New Model for Autonomous, Networked Control Systems, IEEE Transactions on Industrial Informatics, Vol. 1, Issue 3, pp. 21-32, 2007. <br>[12] L. R. Rabiner, B. Juang, An Introduction to Hidden Markov Models, ASSAP Magazine, Vol. 3, pp. 4-16, 1986. <br>[13] R. Rakotomamonjy, R. Le Riche, D. Gualandris, and Z. Harchaoui, A Comparison of Statistical Learning Approaches for Engine Torque Estimation. Control Engineering Practice, Vol. 16, Issue 1, pp. 43-55, 2007. <br>[14] E. M. Tapia, S. S. Intille, K. Larson, Activity Recognition in the Home Using Simple and Ubiquitous Sensors, Pervasive, pp. 158-175, 2004. <br>[15] R. Velik, G. Pratl, R. Lang, Multi-Sensory, Symbolic, Knowledge-Base Model for Humanlike Perception, Proc. International Conference on Fieldbuses and Networks in Industrial and Embedded Systems, pp. 273- 278, 2007. </div> </div> </div> </main> <footer> <div id="infolinks" class="pt-3 pb-2"> <div class="container"> <div style="background-color:#f5f5f5;" class="p-3"> <div class="row"> <div class="col-md-2"> <ul class="list-unstyled"> About <li><a href="https://waset.org/page/support">About Us</a></li> <li><a href="https://waset.org/page/support#legal-information">Legal</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/WASET-16th-foundational-anniversary.pdf">WASET celebrates its 16th foundational anniversary</a></li> </ul> </div> <div class="col-md-2"> <ul class="list-unstyled"> Account <li><a href="https://waset.org/profile">My Account</a></li> </ul> </div> <div class="col-md-2"> <ul class="list-unstyled"> Explore <li><a href="https://waset.org/disciplines">Disciplines</a></li> <li><a href="https://waset.org/conferences">Conferences</a></li> <li><a href="https://waset.org/conference-programs">Conference Program</a></li> <li><a href="https://waset.org/committees">Committees</a></li> <li><a href="https://publications.waset.org">Publications</a></li> </ul> </div> <div class="col-md-2"> <ul class="list-unstyled"> Research <li><a href="https://publications.waset.org/abstracts">Abstracts</a></li> <li><a href="https://publications.waset.org">Periodicals</a></li> <li><a href="https://publications.waset.org/archive">Archive</a></li> </ul> </div> <div class="col-md-2"> <ul class="list-unstyled"> Open Science <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Open-Science-Philosophy.pdf">Open Science Philosophy</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Open-Science-Award.pdf">Open Science Award</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Open-Society-Open-Science-and-Open-Innovation.pdf">Open Innovation</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Postdoctoral-Fellowship-Award.pdf">Postdoctoral Fellowship Award</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Scholarly-Research-Review.pdf">Scholarly Research Review</a></li> </ul> </div> <div class="col-md-2"> <ul class="list-unstyled"> Support <li><a href="https://waset.org/page/support">Support</a></li> <li><a href="https://waset.org/profile/messages/create">Contact Us</a></li> <li><a href="https://waset.org/profile/messages/create">Report Abuse</a></li> </ul> </div> </div> </div> </div> </div> <div class="container text-center"> <hr style="margin-top:0;margin-bottom:.3rem;"> <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank" class="text-muted small">Creative Commons Attribution 4.0 International License</a> <div id="copy" class="mt-2">© 2024 World Academy of Science, Engineering and Technology</div> </div> </footer> <a href="javascript:" id="return-to-top"><i class="fas fa-arrow-up"></i></a> <div class="modal" id="modal-template"> <div class="modal-dialog"> <div class="modal-content"> <div class="row m-0 mt-1"> <div class="col-md-12"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> </div> </div> <div class="modal-body"></div> </div> </div> </div> <script src="https://cdn.waset.org/static/plugins/jquery-3.3.1.min.js"></script> <script src="https://cdn.waset.org/static/plugins/bootstrap-4.2.1/js/bootstrap.bundle.min.js"></script> <script src="https://cdn.waset.org/static/js/site.js?v=150220211556"></script> <script> jQuery(document).ready(function() { /*jQuery.get("https://publications.waset.org/xhr/user-menu", function (response) { jQuery('#mainNavMenu').append(response); });*/ jQuery.get({ url: "https://publications.waset.org/xhr/user-menu", cache: false }).then(function(response){ jQuery('#mainNavMenu').append(response); }); }); </script> </body> </html>

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Scenario Recognition in Modern Building Automation