{"id":16,"date":"2020-08-04T11:48:49","date_gmt":"2020-08-04T10:48:49","guid":{"rendered":"http:\/\/www.gecad.isep.ipp.pt\/spet\/?page_id=16"},"modified":"2022-07-18T12:45:41","modified_gmt":"2022-07-18T11:45:41","slug":"dissemination","status":"publish","type":"page","link":"https:\/\/www.gecad.isep.ipp.pt\/spet\/?page_id=16","title":{"rendered":"Dissemination"},"content":{"rendered":"\n<h2>\n\t\tPublications\n\t<\/h2>\n<h2 role=\"tab\" data-tab=\"1\" aria-controls=\"elementor-tab-content-2441\">Journal Articles<\/h2>\n<p><strong>\u00bb Ensemble learning for electricity consumption forecasting in office buildings<\/strong><\/p>\n<p>Tiago Pinto, Isabel Pra\u00e7a, Zita Vale, Jose Silva, Ensemble learning for electricity consumption forecasting in office buildings, Neurocomputing, 2020, ISSN 0925-2312.<\/p>\n<ul>\n<li>DOI:\u00a0<a href=\"https:\/\/doi.org\/10.1016\/j.neucom.2020.02.124\">https:\/\/doi.org\/10.1016\/j.neucom.2020.02.124<\/a><\/li>\n<\/ul>\n<hr \/>\n<strong>\u00bb The Impact of Attacks in LEM and Prevention Measures Based on Forecasting and Trust Models<br \/>\n<\/strong>\n<p>Andrade, R.; Pra\u00e7a, I.; Wannous, S.; Ramos, S. The Impact of Attacks in LEM and Prevention Measures Based on Forecasting and Trust Models.\u00a0<em>Processes<\/em>\u00a02021,\u00a0<em>9<\/em>, 314.<\/p>\n<ul>\n<li>DOI: <a href=\"https:\/\/doi.org\/10.3390\/pr9020314\">https:\/\/doi.org\/10.3390\/pr9020314<\/a><\/li>\n<\/ul>\n<hr \/>\n<strong>\u00bb Design of a Secure Energy Trading Model Based on a Blockchain<br \/>\n<\/strong>\n<p>Ko, H.; Pra\u00e7a, I. Design of a Secure Energy Trading Model Based on a Blockchain. Sustainability 2021, 13, 1634.<\/p>\n<ul>\n<li>DOI: <a href=\"https:\/\/doi.org\/10.3390\/su13041634\">https:\/\/doi.org\/10.3390\/su13041634<\/a><\/li>\n<\/ul>\n<hr \/>\n<strong>\u00bb Influence of Features on Accuracy of Anomaly Detection for an Energy Trading System<br \/>\n<\/strong>\n<p>Ko, H.; Rim, K.; Pra\u00e7a, I. Influence of Features on Accuracy of Anomaly Detection for an Energy Trading System. Sensors 2021, 21, 4237.<\/p>\n<ul>\n<li>DOI: <a href=\"https:\/\/doi.org\/10.3390\/s21124237\">https:\/\/doi.org\/10.3390\/s21124237<\/a><\/li>\n<\/ul>\n<hr \/>\n<strong>\u00bb Extending a Trust model for Energy Trading with Cyber-Attack Detection<br \/>\n<\/strong>\n<p>Andrade, R.; Wannous, S.; Pinto, T.; Pra\u00e7a, I. Extending a Trust model for Energy Trading with Cyber-Attack Detection.\u00a0<em>Electronics<\/em>\u00a0<b>2021<\/b>,\u00a0<em>10<\/em>, 1975.<\/p>\n<ul>\n<li>DOI: <a href=\"https:\/\/doi.org\/10.3390\/electronics10161975\">https:\/\/doi.org\/10.3390\/electronics10161975<\/a><\/li>\n<\/ul>\n<hr \/>\n<h2>Book Chapters<\/h2>\n<strong>\u00bb Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning<\/strong>\n<p>Silva F., Pinto T., Pra\u00e7a I., Vale Z. (2019) Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning. In: Rocha \u00c1., Adeli H., Reis L., Costanzo S. (eds) New Knowledge in Information Systems and Technologies. WorldCIST&#8217;19 2019. Advances in Intelligent Systems and Computing, vol 930. Springer, Cham.<\/p>\n<ul>\n<li>DOI:\u00a0<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-16181-1_53\">https:\/\/doi.org\/10.1007\/978-3-030-16181-1_53<\/a><\/li>\n<\/ul>\n<hr \/>\n<p><strong>\u00bb Energy Consumption Forecasting using Ensemble Learning Algorithms<\/strong><\/p>\n<p>Silva J., Pra\u00e7a I., Pinto T., Vale Z. (2020) Energy Consumption Forecasting Using Ensemble Learning Algorithms. In: Herrera-Viedma E., Vale Z., Nielsen P., Martin Del Rey A., Casado Vara R. (eds) Distributed Computing and Artificial Intelligence, 16th International Conference, Special Sessions. DCAI 2019. Advances in Intelligent Systems and Computing, vol 1004. Springer, Cham.<\/p>\n<ul>\n<li>DOI:\u00a0<a href=\"https:\/\/doi.org\/10.1007\/978-3-030-23946-6_1\">https:\/\/doi.org\/10.1007\/978-3-030-23946-6_1<\/a><\/li>\n<\/ul>\n<hr \/>\n<p><strong>\u00bb Trust Model for a Multi-Agent based simulation of Local Energy Markets<\/strong><\/p>\n<p>Andrade R., Pinto T., Pra\u00e7a I. (2020) Trust Model for a Multi-agent Based Simulation of Local Energy Markets. In: De La Prieta F. et al. (eds) Highlights in Practical Applications of Agents, Multi-Agent Systems, and Trust-worthiness. The PAAMS Collection. PAAMS 2020. Communications in Computer and Information Science, vol 1233. Springer, Cham.<\/p>\n<ul>\n<li>DOI: <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-51999-5_15\">https:\/\/doi.org\/10.1007\/978-3-030-51999-5_15<\/a><\/li>\n<li>\n<p>Electronics MDPI Best papers (check awards below)<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<p><strong>\u00bb A two tier architecture for Local Energy Market Simulation and Control<\/strong><\/p>\n<p>Andrade R., Garcia-Rodriguez S., Praca I., Vale Z. (2020) A Two Tier Architecture for Local Energy Market Simulation and Control. In: De La Prieta F. et al. (eds) Highlights in Practical Applications of Agents, Multi-Agent Systems, and Trust-worthiness. The PAAMS Collection. PAAMS 2020. Communications in Computer and Information Science, vol 1233. Springer, Cham.<\/p>\n<ul>\n<li>DOI: <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-51999-5_25\">https:\/\/doi.org\/10.1007\/978-3-030-51999-5_25<\/a><\/li>\n<\/ul>\n<hr \/>\n<strong>\u00bb Intelligence as a Service: A Tool for Energy Forecasting and Security Awareness<br \/>\n<\/strong>\n<p>Wannous S., Pra\u00e7a I., Andrade R. (2021) Intelligence as a Service: A Tool for Energy Forecasting and Security Awareness. In: De La Prieta F., El Bolock A., Dur\u00e3es D., Carneiro J., Lopes F., Julian V. (eds) Highlights in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection. PAAMS Workshops 2021. Communications in Computer and Information Science, vol 1472. Springer, Cham.<\/p>\n<ul>\n<li>DOI: <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-85710-3_15\">https:\/\/doi.org\/10.1007\/978-3-030-85710-3_15<\/a><\/li>\n<\/ul>\n<hr \/>\n<h2>Conference Papers<\/h2>\n<p><strong>\u00bb Analysis and Simulation of Local Energy Markets<\/strong><\/p>\n<p>I. Pra\u00e7a, S. Ramos, R. Andrade, A. S. d. Silva and E. T. Sica, &#8220;Analysis and Simulation of Local Energy Markets,&#8221; 2019 16th International Conference on the European Energy Market (EEM), Ljubljana, Slovenia, 2019, pp. 1-5.<\/p>\n<ul>\n<li>DOI:\u00a0<a href=\"https:\/\/doi.org\/10.1109\/EEM.2019.8916524\">https:\/\/doi.org\/10.1109\/EEM.2019.8916524<\/a><\/li>\n<\/ul>\n<hr \/>\n<p><strong>\u00bb Classification of local energy trading negotiation profiles using artificial neural networks<\/strong><\/p>\n<p>A. Pinto, T. Pinto, I. Pra\u00e7a and Z. Vale, &#8220;Classification of local energy trading negotiation profiles using artificial neural networks,&#8221; 2019 IEEE Power &amp; Energy Society General Meeting (PESGM), Atlanta, GA, USA, 2019, pp. 1-5.<\/p>\n<ul>\n<li>DOI:\u00a0<a href=\"https:\/\/doi.org\/10.1109\/PESGM40551.2019.8973600\">https:\/\/doi.org\/10.1109\/PESGM40551.2019.8973600<\/a><\/li>\n<\/ul>\n<hr \/>\n<p><strong>\u00bb A MAS Simulation Model for Trusted Local Energy Markets<\/strong><\/p>\n<p>R. Andrade, T. Pinto, I. Pra\u00e7a, &#8220;A MAS Simulation Model for Trusted Local Energy Markets&#8221; 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Vila Real, Portugal, September 3-6 (Poster presentation).<\/p>\n<ul>\n<li>URL:\u00a0<a href=\"https:\/\/epia2019.utad.pt\/images\/papers-baai\/paper266.pdf\">https:\/\/epia2019.utad.pt\/images\/papers-baai\/paper266.pdf<\/a><\/li>\n<\/ul>\n<hr \/>\n<strong>\u00bb LEMMAS: a secured and trusted Local Energy Market simulation system<br \/>\n<\/strong>\n<p>Rui Andrade, Jo\u00e3o Vitorino, Sinan Wannous, Eva Maia &amp; Isabel Pra\u00e7a, 18th International Conference on the European Energy Market (EEM), Ljubljana, Slovenia, 2022 (ACCEPTED).<\/p>\n<ul>\n<li>URL: N\/A<\/li>\n<\/ul>\n<hr \/>\n<strong>\u00bb Photovoltaic Generation Forecasting &#8211; A Case Study<br \/>\n<\/strong>\n<p>S. Wannous, I. Pra\u00e7a, R. Andrade, S. Ramos, &#8220;ENERGY 2022, The Twelfth International Conference on Smart Grids, Green Communications, and IT Energy-aware Technologies&#8221;, Venice, Italy, 2022, pp.36 &#8211; 41.<\/p>\n<ul>\n<li>LINK: <a href=\"https:\/\/www.thinkmind.org\/index.php?view=article&amp;articleid=energy_2022_1_80_30043\">https:\/\/www.thinkmind.org\/index.php?view=article&amp;articleid=energy_2022_1_80_30043<\/a><\/li>\n<\/ul>\n<hr \/>\n<h2>Other<\/h2>\n<p><strong>\u00bb A Multi-Agent System Simulation Model for Trusted Local Energy Markets<\/strong><\/p>\n<p>R. Andrade, T. Pinto, I. Pra\u00e7a, &#8220;A Multi-Agent System Simulation Model for Trusted Local Energy Markets&#8221; ISEP, Porto, Portugal, November 12, 2019 (Master Thesis).<\/p>\n<ul>\n<li>URL:\u00a0<a href=\"https:\/\/recipp.ipp.pt\/handle\/10400.22\/15684\">https:\/\/recipp.ipp.pt\/handle\/10400.22\/15684<\/a><\/li>\n<\/ul>\n<hr \/>\n<p>&nbsp;<\/p>\n<h2>\n\t\tAwards\n\t<\/h2>\n\t<h2>Electronics MDPI Best papers<\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.gecad.isep.ipp.pt\/spet\/wp-content\/uploads\/2020\/12\/ElectronicsMDPI.jpg\" alt=\"Electronics MDPI\" width=\"265\" height=\"72\" \/><\/p>\n<ul>\n<li>19th International Conference on Practical Applications of Agents and Multi-Agent Systems, Salamanca (Spain)<\/li>\n<li>6th-8th October, 2021<\/li>\n<li><a href=\"https:\/\/www.paams.net\">https:\/\/www.paams.net<\/a><\/li>\n<li><i>Trust Model for a Multi-Agent based simulation of Local Energy Markets.<\/i>\u00a0Rui Andrade, Tiago Pinto and Isabel Pra\u00e7a<\/li>\n<li><a href=\"https:\/\/www.gecad.isep.ipp.pt\/spet\/?p=295\">More details here.<\/a><\/li>\n<\/ul>\n<p><em>\u00a0<\/em><\/p>\n<h2>\n\t\tReports\n\t<\/h2>\n\t<p><em>Coming soon &#8230;<\/em><\/p>\n<h2>\n\t\tOther dissemination activities\n\t<\/h2>\n\t<p><em>Coming soon &#8230;<\/em><\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>Publications Journal Articles \u00bb Ensemble learning for electricity consumption forecasting in office buildings Tiago Pinto, Isabel Pra\u00e7a, Zita Vale, Jose Silva, Ensemble learning for electricity consumption forecasting in office buildings, Neurocomputing, 2020, ISSN 0925-2312. DOI:\u00a0https:\/\/doi.org\/10.1016\/j.neucom.2020.02.124 \u00bb The Impact of Attacks in LEM and Prevention Measures Based on Forecasting and Trust Models Andrade, R.; Pra\u00e7a, I.; [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_mi_skip_tracking":false,"footnotes":""},"jetpack-related-posts":[{"id":12,"url":"https:\/\/www.gecad.isep.ipp.pt\/spet\/?page_id=12","url_meta":{"origin":16,"position":0},"title":"Project","date":"August 4, 2020","format":false,"excerpt":"About SPET The aim of SPET is to undertake the required applied research and technological development activities to contribute to an increase in the energy efficiency and sustainability considering the widespread distribution of renewable generation and demand flexibility in local electricity markets (LeM). Having as basis sensing and monitoring infrastructures\u2026","rel":"","context":"Similar post","img":{"alt_text":"Solar Energy","src":"https:\/\/i0.wp.com\/www.gecad.isep.ipp.pt\/spet\/wp-content\/uploads\/2020\/08\/solar.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":154,"url":"https:\/\/www.gecad.isep.ipp.pt\/spet\/","url_meta":{"origin":16,"position":1},"title":"Home","date":"October 30, 2020","format":false,"excerpt":"GECAD RESEARCH & DEVELOPMENT SPET Secure interactions and trusted\u00a0Participation in local\u00a0Electricity\u00a0Trading Discover Now! About The aim of SPET is to undertake the required applied research and technological development activities to contribute to an increase in the energy efficiency and sustainability considering the widespread distribution of renewable generation and demand flexibility\u2026","rel":"","context":"Similar post","img":{"alt_text":"SPET Image","src":"https:\/\/i0.wp.com\/www.gecad.isep.ipp.pt\/spet\/wp-content\/uploads\/2020\/10\/spet-image.png?resize=350%2C200","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/spet\/index.php?rest_route=\/wp\/v2\/pages\/16"}],"collection":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/spet\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/spet\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/spet\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/spet\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16"}],"version-history":[{"count":23,"href":"https:\/\/www.gecad.isep.ipp.pt\/spet\/index.php?rest_route=\/wp\/v2\/pages\/16\/revisions"}],"predecessor-version":[{"id":486,"href":"https:\/\/www.gecad.isep.ipp.pt\/spet\/index.php?rest_route=\/wp\/v2\/pages\/16\/revisions\/486"}],"wp:attachment":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/spet\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}