![\"\"](\"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-content\/uploads\/2022\/07\/IMG_2135.jpg\")
<\/figure>\n\n\n\nMAS-Society published a paper on Energy Reports<\/strong><\/strong><\/h4>\n\n\n\nMAS-Society team had a paper, titled \u201cDemand Response and Dispatchable Generation as Ancillary Services to Support The Low Voltage Distribution Network Operation\u201d accepted and will be published in Energy Reports, an open access journal, on June 2022. The paper is already available online. <\/p>\n\n\n\n
For more information click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Engineering Applications of Artificial Intelligence<\/strong><\/h4>\n\n\n\nMAS-Society team had a paper, titled \u201cCellular Estimation of Distribution Algorithm Designed to Solve the Energy Resource Management Problem Under Uncertainty\u201d accepted and published in Engineering Applications of Artificial Intelligence, on May 2021. <\/p>\n\n\n\n
For more information click here<\/a>.<\/p>\n\n\n\nMAS-Society presented project results during PAAMS 2021<\/strong><\/h4>\n\n\n\nThe 19th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS) is an international forum to present and discuss the latest scientific developments and their effective applications, to assess the impact of the approach, and to facilitate technology transfer, and had its 19th<\/sup> edition between October 6th<\/sup> and 8th<\/sup> in Salamanca, Spain.<\/p>\n\n\n\nDuring the conference, MAS-Society team members presented results during two talks, one titled \u201cSemantic Services Catalog for Multiagent Systems Society\u201d and the second one titled \u201cSemantic Interoperability for Multiagent Simulation and Decision Support in Power Systems\u201d<\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Energy Informatics<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cClimatization and luminosity optimization of buildings using genetic algorithm, random forest, and regression models\u201d accepted and published in Energy Informatics, an open access journal, on 24th<\/sup> September 2021.<\/p>\n\n\n\nFor more information click here<\/a>.<\/p>\n\n\n\nMAS-Society team published research results on Energy Strategy Reviews<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cSmart energy community: A systematic review with metanalysis\u201d accepted and published in Energy Strategy Reviews s, an open access journal, in July 2021.<\/p>\n\n\n\n
For more information click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Forecasting<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cLoad Forecasting in an Office Building with Different Data Structure and Learning Parameters\u201d accepted and published in Forecasting, an open access journal, on 20th<\/sup> March 2021.<\/p>\n\n\n\nFor more information click here<\/a>.<\/p>\n\n\n\nMAS-Society team published a paper on Energies<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cMARTINE\u2014A Platform for Real-Time Energy Management in Smart Grids\u201d accepted and published in Energies, an open access journal, on 25th<\/sup> March 2021.<\/p>\n\n\n\nFor more information click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Energy Strategy Reviews Journal<\/strong><\/h4>\n\n\n\nEnergy Strategy\nReviews is an open access international journal focusing on strategic\ndecision-making and vision-sharing related to society’s energy needs with a 7.9\nCite Score and a 6.425 Impact Factor. <\/p>\n\n\n\n
MAS-Society team had its paper accepted and it will be available in the Volume 36 from July 2021. <\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\nPaper presented by MAS-Society team members received a prize during EEM20<\/strong><\/h4>\n\n\n\nThe paper \u201cLearning Bidding Strategies in Local Electricity Markets using a Nature-Inspired Algorithm\u201d, written by MAS-Society team member Fernando Lezama, Joao Soares, Ricardo Faia, Pedro Faria and Zita Vale was presented during the 17th International Conference on the European Energy Market (EEM20) and received the Best paper award: 3rd prize from the EEM20 organization committee.<\/p>\n\n\n\n
![\"\"](\"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-content\/uploads\/2020\/10\/Captura-de-ecr\u00e3-2020-10-07-\u00e0s-10.50.21-1024x726.png\")
<\/figure><\/div>\n\n\n\nMAS-Society paper presentation received a prize during ICEER2020<\/strong><\/h4>\n\n\n\nDuring the 7th International Conference on Energy and Environment Research (ICEER2020) the paper titled \u201cUsing Diverse Sensors to Support the Load Forecasting in an Office Building to Support Energy Management\u201d, written by Daniel Ramos, Br\u00edgida Teixeira, Pedro Faria, Luis Gomes, Omid Abrishambaf and Zita Vale, received a Prize for the best oral presentation in the topic of \u201cSustainable Buildings\u201d.<\/p>\n\n\n\n
MAS-Society team presented project results during ICEER 2020<\/strong><\/h4>\n\n\n\nThe International Conference on Energy and Environment Research (ICEER) is a privileged space to discuss current issues related to Energy and Environment and had its 7th<\/sup> edition between September 14th<\/sup> and 17th<\/sup> in a virtual conference room due to the SARS-CoV-2.<\/p>\n\n\n\nDuring the conference, professor Zita Vale presented MAS-Society results during a talk titled \u201cUsing Diverse Sensors in Load Forecasting in an Office Building to Support Energy Management\u201d.<\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\nRecorded sessions and presentations of the Online Training Course on Machine Learning, Agent-based Systems, and Optimization in Power and Energy <\/h4>\n\n\n\n
MAS-Society team presented characteristics of the project, developments and some research results during Parte I – Sessions 2-5 of the “Online Training Course on Machine Learning, Agent-based Systems and Optimization in Power and Energy”. The content of the course can be downloaded in the links bellow.<\/p>\n\n\n\n
Part I Session 1<\/strong>: Machine learning methods: a general overview (Carlos Ramos) – ppt<\/a> & video<\/a>
Part I Session 2<\/strong>: Multi-Agent Simulation and Emulation in Power and Energy (Zita Vale) – ppt<\/a> & video<\/a>
Part I Session 3<\/strong>: Machine learning methodologies and strategic behaviour in electricity market negotiations (Tiago Pinto) – ppt<\/a> & video<\/a>
Part I Session 4<\/strong>: Multi-agent based real-time infrastructure for energy: modelling and simulation of a farm microgrid (Pedro Faria) – ppt<\/a> & video<\/a>
Part I Session 5<\/strong>: Open discussion and closing remarks (Carlos Ramos, Zita Vale, Tiago Pinto, and Pedro Faria) – video<\/a>
Part II Session 1<\/strong>: Metaheuristics methods and basics of evolutionary techniques for optimization algorithm (Jo\u00e3o Soares) – ppt<\/a> & video<\/a>
Part II Session 2<\/strong>: Handling specific heuristics and adaptations of complex optimization program in the context of smart grids (Fernando Lezama) – ppt<\/a> & video<\/a>
Part II Session 3<\/strong>: Practical experimentation and case studies in smart grids optimizations (Pedro Faria) – ppt<\/a> & video<\/a>
Part II Session 4<\/strong>: Open discussion and closing remarks (Jo\u00e3o Soares, Fernando Lezama, and Pedro Faria) – video<\/a>
All recorded sessions: videos<\/a><\/p>\n\n\n\n<\/p>\n\n\n\n
Free Online Training Course on Machine Learning, Agent-based Systems, and Optimization in Power and Energy<\/h4>\n\n\n\n
14h00 – 19h15 (WEST) Friday 03-Jul-2020<\/p>\n\n\n\n
This online training course is divided in two parts: Machine Learning and Agent-based Systems in Power and Energy, and Evolutionary Optimization Methods and Applications in Power and Energy. The first part will be presented by Professor Zita Vale (Full Professor at ISEP\/P.Porto), Professor Carlos Ramos (Full Professor at ISEP\/P.Porto), Dr. Tiago Pinto (Invited Professor at ISEP\/P.Porto), and Dr. Pedro Faria (Invited Professor at ISEP\/P.Porto) considering their work developed under MAS-Society<\/a> project. The second part will be presented by Dr. Jo\u00e3o Soares, Dr. Pedro Faria (Invited Professor at ISEP\/P.Porto), and Dr. Fernando Lezama, considering their work developed under CENERGETIC<\/a>, and COLORS<\/a> projects. This training course is online and free of charge. The participants who attend will receive certification.<\/p>\n\n\n\nProgram: here<\/a>.<\/p>\n\n\n\nFree but mandatory registration: here<\/a>.<\/p>\n\n\n\nResults from MAS-Society project were presented during <\/strong>OPAL-RT Technologies<\/h4>\n\n\n\nMAS-Society team had a presentation, titled \u201cMulti-Agent Based Real-Time Infrastructure for Energy: Modeling and Simulation of a Farm Microgrid\u201d. The presentation took place during the OPAL-RT Technologies, RT20 Virtual Edition, on June 19th<\/sup>.<\/p>\n\n\n\nYou can watch the presentation by clicking here<\/a>.<\/p>\n\n\n\nYou can download the presentation by clicking here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on IEEE ACCESS<\/strong><\/strong><\/h4>\n\n\n\nMAS-Society team had a paper, titled \u201cApplication Ontology for Multi-Agent and Web-Services\u2019 Co-Simulation in Power and Energy Systems\u201d accepted and published in IEEE ACCESS, an open access journal, on April 2020. The paper is already available online. <\/p>\n\n\n\n
For more information click here<\/a>.<\/p>\n\n\n\nResults from MAS-Society project were presented during ISAP 2019<\/strong>.<\/h4>\n\n\n\nISAP \u2013 Intelligent System Applications to Power System<\/a> organized the 20th ISAP Conference<\/a> in New Delhi, India, between December 10th and December14th .<\/p>\n\n\n\nDuring the conference, Zita Vale presented MAS-Society results during a talk titled \u201cMulti-agent semantic interoperability in complex energy systems simulation and decision support\u201d on December 12th<\/sup>.<\/p>\n\n\n\nFor more information please click here<\/a><\/p>\n\n\n\nMAS-Society published a paper on Sustainable Cities and Society Journal<\/h4>\n\n\n\n
Sustainable Cities and Society (SCS) is an international journal\nfocusing on fundamental and applied research aimed at designing, understanding,\nand promoting environmentally sustainable and socially resilient cities with a\n5.22 Cite Score and a 4.624 Impact Factor. <\/p>\n\n\n\n
MAS-Society team had its paper accepted and it is in press and available online since September 11th<\/sup>. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society presented project results during EPIA 2019<\/h4>\n\n\n\n
The EPIA Conference on Artificial Intelligence is a well-established\nEuropean conference in the field of AI and had its 19th<\/sup> edition,\nEPIA 2019, in Vila Real between September 3rd<\/sup> and 6th<\/sup>. <\/p>\n\n\n\nFernando Lezama presented MAS-Society results during a talk titled \u201cDistributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management\u201d on September 6th<\/sup>. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society presented project results during 17th<\/sup> PAAMS in \u00c1vila, Spain <\/h4>\n\n\n\nPAAMS is an International Conference on Practical Applications of Agents\nand Multi-Agent Systems and provides an international forum to present and\ndiscuss the latest scientific developments and their effective applications, to\nassess the impact of the approach, and to facilitate technology transfer. <\/p>\n\n\n\n
During its 17th<\/sup> International Conference held on \u00c1vila,\nSpain, between June 26th<\/sup> and 28th<\/sup> GECAD team presented\nsome results from MAS-Society project.<\/p>\n\n\n\nDuring the Conference, Tiago Pinto presented MAS-Society results during a talk titled \u201cCollaborative Reinforcement Learning of Energy Contracts Negotiation Strategies\u201d. <\/p>\n\n\n\n
For more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society participated in PowerTech 2019 in Milano, Italy<\/h4>\n\n\n\n
PowerTech is the anchor\nconference of the IEEE Power & Energy Society (PES) in Europe and provides\na forum for researchers and engineers involved in electric power and energy\nengineering to share ideas and results. 13th IEEE PowerTech 2019 was fold in\nMilano, Italy, between June 23th<\/sup> and 27th<\/sup>.<\/p>\n\n\n\nZita Vale presented some results from MAS-Society project during a talk titled \u201cDay-ahead electricity market price forecasting using artificial neural network with spearman data correlation\u201d on June 25th<\/sup>. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society participated in AAMAS 2019 in Montr\u00e9al, Canada<\/h4>\n\n\n\n
The International Conference on Autonomous Agents and Multiagent Systems (AAMAS) is the largest and most influential conference in the area of agents and multiagent systems. The 2019 AAMAS conference was hold in Montr\u00e9al, Canada, between May 13th<\/sup> and 17th<\/sup>.<\/p>\n\n\n\nTiago Pinto presented MAS-Society results throughout three demonstration moments, on May 16th<\/sup>. The first on was a talk titled \u201cDecision Support System for Opponents Selection in Electricity Markets Bilateral Negotiations\u201d, followed by another titled \u201cALBidS: a decision support system for strategic bidding in electricity markets\u201d on May 16 and, to conclude, he conducted a talk named \u201cPractical application of a multi-agent systems society for energy management and control\u201d. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nWorkshop organization, MASGES\n2019<\/h4>\n\n\n\n
MAS-Society will organize a\nWorkshop on Multi-agent based Applications for Energy Markets, Smart Grids and\nSustainable Energy Systems (MASGES) in 17th International Conference on\nPractical Applications of Agents and Multi-Agent Systems (PAMSS 2019). The\nevent will be held on 26th-28th June, 2019, in \u00c1vila, Spain.
\nFor more information please click here<\/a>.<\/p>\n\n\n\nConference track\norganization, AIPES 2019<\/h4>\n\n\n\n
MAS-Society will organize a\ntrack on Artificial Intelligence in Power and Energy Systems (AIPES) in The\nEPIA Conference on Artificial Intelligence 2019. The event will be held on\n3rd-6th, September 2019, in Vila Real, Portugal.
\nFor more information please click here<\/a>.<\/p>\n\n\n\nKick-off, June 15 2018<\/h4>\n\n\n\n
MAS-Society team met on the\n15th June 2018 for the kick-off of the project.\n\nThe team has discussed the planning and operational\norganization aspects of the project, with special detail for the first three\nexecution months. The team is very motivated for the MAS-Society research\nactivities and very confident of the success of this new project.\n\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"
MAS-Society team presented project results during GECAD Energy Projects Event 2022 Between April 26th and 27th, MAS-Society team presented the results of the project during a workshop organized at ISEP, in Porto. After four years of the project, the presentations and interaction\/discussions with the many participants, from different nationalities, that attended the event were very…
Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/homepage.php","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20"}],"collection":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/comments?post=20"}],"version-history":[{"count":36,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":223,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20\/revisions\/223"}],"wp:attachment":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
MAS-Society published a paper on Engineering Applications of Artificial Intelligence<\/strong><\/h4>\n\n\n\nMAS-Society team had a paper, titled \u201cCellular Estimation of Distribution Algorithm Designed to Solve the Energy Resource Management Problem Under Uncertainty\u201d accepted and published in Engineering Applications of Artificial Intelligence, on May 2021. <\/p>\n\n\n\n
For more information click here<\/a>.<\/p>\n\n\n\nMAS-Society presented project results during PAAMS 2021<\/strong><\/h4>\n\n\n\nThe 19th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS) is an international forum to present and discuss the latest scientific developments and their effective applications, to assess the impact of the approach, and to facilitate technology transfer, and had its 19th<\/sup> edition between October 6th<\/sup> and 8th<\/sup> in Salamanca, Spain.<\/p>\n\n\n\nDuring the conference, MAS-Society team members presented results during two talks, one titled \u201cSemantic Services Catalog for Multiagent Systems Society\u201d and the second one titled \u201cSemantic Interoperability for Multiagent Simulation and Decision Support in Power Systems\u201d<\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Energy Informatics<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cClimatization and luminosity optimization of buildings using genetic algorithm, random forest, and regression models\u201d accepted and published in Energy Informatics, an open access journal, on 24th<\/sup> September 2021.<\/p>\n\n\n\nFor more information click here<\/a>.<\/p>\n\n\n\nMAS-Society team published research results on Energy Strategy Reviews<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cSmart energy community: A systematic review with metanalysis\u201d accepted and published in Energy Strategy Reviews s, an open access journal, in July 2021.<\/p>\n\n\n\n
For more information click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Forecasting<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cLoad Forecasting in an Office Building with Different Data Structure and Learning Parameters\u201d accepted and published in Forecasting, an open access journal, on 20th<\/sup> March 2021.<\/p>\n\n\n\nFor more information click here<\/a>.<\/p>\n\n\n\nMAS-Society team published a paper on Energies<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cMARTINE\u2014A Platform for Real-Time Energy Management in Smart Grids\u201d accepted and published in Energies, an open access journal, on 25th<\/sup> March 2021.<\/p>\n\n\n\nFor more information click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Energy Strategy Reviews Journal<\/strong><\/h4>\n\n\n\nEnergy Strategy\nReviews is an open access international journal focusing on strategic\ndecision-making and vision-sharing related to society’s energy needs with a 7.9\nCite Score and a 6.425 Impact Factor. <\/p>\n\n\n\n
MAS-Society team had its paper accepted and it will be available in the Volume 36 from July 2021. <\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\nPaper presented by MAS-Society team members received a prize during EEM20<\/strong><\/h4>\n\n\n\nThe paper \u201cLearning Bidding Strategies in Local Electricity Markets using a Nature-Inspired Algorithm\u201d, written by MAS-Society team member Fernando Lezama, Joao Soares, Ricardo Faia, Pedro Faria and Zita Vale was presented during the 17th International Conference on the European Energy Market (EEM20) and received the Best paper award: 3rd prize from the EEM20 organization committee.<\/p>\n\n\n\n
<\/figure><\/div>\n\n\n\nMAS-Society paper presentation received a prize during ICEER2020<\/strong><\/h4>\n\n\n\nDuring the 7th International Conference on Energy and Environment Research (ICEER2020) the paper titled \u201cUsing Diverse Sensors to Support the Load Forecasting in an Office Building to Support Energy Management\u201d, written by Daniel Ramos, Br\u00edgida Teixeira, Pedro Faria, Luis Gomes, Omid Abrishambaf and Zita Vale, received a Prize for the best oral presentation in the topic of \u201cSustainable Buildings\u201d.<\/p>\n\n\n\n
MAS-Society team presented project results during ICEER 2020<\/strong><\/h4>\n\n\n\nThe International Conference on Energy and Environment Research (ICEER) is a privileged space to discuss current issues related to Energy and Environment and had its 7th<\/sup> edition between September 14th<\/sup> and 17th<\/sup> in a virtual conference room due to the SARS-CoV-2.<\/p>\n\n\n\nDuring the conference, professor Zita Vale presented MAS-Society results during a talk titled \u201cUsing Diverse Sensors in Load Forecasting in an Office Building to Support Energy Management\u201d.<\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\nRecorded sessions and presentations of the Online Training Course on Machine Learning, Agent-based Systems, and Optimization in Power and Energy <\/h4>\n\n\n\n
MAS-Society team presented characteristics of the project, developments and some research results during Parte I – Sessions 2-5 of the “Online Training Course on Machine Learning, Agent-based Systems and Optimization in Power and Energy”. The content of the course can be downloaded in the links bellow.<\/p>\n\n\n\n
Part I Session 1<\/strong>: Machine learning methods: a general overview (Carlos Ramos) – ppt<\/a> & video<\/a>
Part I Session 2<\/strong>: Multi-Agent Simulation and Emulation in Power and Energy (Zita Vale) – ppt<\/a> & video<\/a>
Part I Session 3<\/strong>: Machine learning methodologies and strategic behaviour in electricity market negotiations (Tiago Pinto) – ppt<\/a> & video<\/a>
Part I Session 4<\/strong>: Multi-agent based real-time infrastructure for energy: modelling and simulation of a farm microgrid (Pedro Faria) – ppt<\/a> & video<\/a>
Part I Session 5<\/strong>: Open discussion and closing remarks (Carlos Ramos, Zita Vale, Tiago Pinto, and Pedro Faria) – video<\/a>
Part II Session 1<\/strong>: Metaheuristics methods and basics of evolutionary techniques for optimization algorithm (Jo\u00e3o Soares) – ppt<\/a> & video<\/a>
Part II Session 2<\/strong>: Handling specific heuristics and adaptations of complex optimization program in the context of smart grids (Fernando Lezama) – ppt<\/a> & video<\/a>
Part II Session 3<\/strong>: Practical experimentation and case studies in smart grids optimizations (Pedro Faria) – ppt<\/a> & video<\/a>
Part II Session 4<\/strong>: Open discussion and closing remarks (Jo\u00e3o Soares, Fernando Lezama, and Pedro Faria) – video<\/a>
All recorded sessions: videos<\/a><\/p>\n\n\n\n<\/p>\n\n\n\n
Free Online Training Course on Machine Learning, Agent-based Systems, and Optimization in Power and Energy<\/h4>\n\n\n\n
14h00 – 19h15 (WEST) Friday 03-Jul-2020<\/p>\n\n\n\n
This online training course is divided in two parts: Machine Learning and Agent-based Systems in Power and Energy, and Evolutionary Optimization Methods and Applications in Power and Energy. The first part will be presented by Professor Zita Vale (Full Professor at ISEP\/P.Porto), Professor Carlos Ramos (Full Professor at ISEP\/P.Porto), Dr. Tiago Pinto (Invited Professor at ISEP\/P.Porto), and Dr. Pedro Faria (Invited Professor at ISEP\/P.Porto) considering their work developed under MAS-Society<\/a> project. The second part will be presented by Dr. Jo\u00e3o Soares, Dr. Pedro Faria (Invited Professor at ISEP\/P.Porto), and Dr. Fernando Lezama, considering their work developed under CENERGETIC<\/a>, and COLORS<\/a> projects. This training course is online and free of charge. The participants who attend will receive certification.<\/p>\n\n\n\nProgram: here<\/a>.<\/p>\n\n\n\nFree but mandatory registration: here<\/a>.<\/p>\n\n\n\nResults from MAS-Society project were presented during <\/strong>OPAL-RT Technologies<\/h4>\n\n\n\nMAS-Society team had a presentation, titled \u201cMulti-Agent Based Real-Time Infrastructure for Energy: Modeling and Simulation of a Farm Microgrid\u201d. The presentation took place during the OPAL-RT Technologies, RT20 Virtual Edition, on June 19th<\/sup>.<\/p>\n\n\n\nYou can watch the presentation by clicking here<\/a>.<\/p>\n\n\n\nYou can download the presentation by clicking here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on IEEE ACCESS<\/strong><\/strong><\/h4>\n\n\n\nMAS-Society team had a paper, titled \u201cApplication Ontology for Multi-Agent and Web-Services\u2019 Co-Simulation in Power and Energy Systems\u201d accepted and published in IEEE ACCESS, an open access journal, on April 2020. The paper is already available online. <\/p>\n\n\n\n
For more information click here<\/a>.<\/p>\n\n\n\nResults from MAS-Society project were presented during ISAP 2019<\/strong>.<\/h4>\n\n\n\nISAP \u2013 Intelligent System Applications to Power System<\/a> organized the 20th ISAP Conference<\/a> in New Delhi, India, between December 10th and December14th .<\/p>\n\n\n\nDuring the conference, Zita Vale presented MAS-Society results during a talk titled \u201cMulti-agent semantic interoperability in complex energy systems simulation and decision support\u201d on December 12th<\/sup>.<\/p>\n\n\n\nFor more information please click here<\/a><\/p>\n\n\n\nMAS-Society published a paper on Sustainable Cities and Society Journal<\/h4>\n\n\n\n
Sustainable Cities and Society (SCS) is an international journal\nfocusing on fundamental and applied research aimed at designing, understanding,\nand promoting environmentally sustainable and socially resilient cities with a\n5.22 Cite Score and a 4.624 Impact Factor. <\/p>\n\n\n\n
MAS-Society team had its paper accepted and it is in press and available online since September 11th<\/sup>. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society presented project results during EPIA 2019<\/h4>\n\n\n\n
The EPIA Conference on Artificial Intelligence is a well-established\nEuropean conference in the field of AI and had its 19th<\/sup> edition,\nEPIA 2019, in Vila Real between September 3rd<\/sup> and 6th<\/sup>. <\/p>\n\n\n\nFernando Lezama presented MAS-Society results during a talk titled \u201cDistributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management\u201d on September 6th<\/sup>. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society presented project results during 17th<\/sup> PAAMS in \u00c1vila, Spain <\/h4>\n\n\n\nPAAMS is an International Conference on Practical Applications of Agents\nand Multi-Agent Systems and provides an international forum to present and\ndiscuss the latest scientific developments and their effective applications, to\nassess the impact of the approach, and to facilitate technology transfer. <\/p>\n\n\n\n
During its 17th<\/sup> International Conference held on \u00c1vila,\nSpain, between June 26th<\/sup> and 28th<\/sup> GECAD team presented\nsome results from MAS-Society project.<\/p>\n\n\n\nDuring the Conference, Tiago Pinto presented MAS-Society results during a talk titled \u201cCollaborative Reinforcement Learning of Energy Contracts Negotiation Strategies\u201d. <\/p>\n\n\n\n
For more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society participated in PowerTech 2019 in Milano, Italy<\/h4>\n\n\n\n
PowerTech is the anchor\nconference of the IEEE Power & Energy Society (PES) in Europe and provides\na forum for researchers and engineers involved in electric power and energy\nengineering to share ideas and results. 13th IEEE PowerTech 2019 was fold in\nMilano, Italy, between June 23th<\/sup> and 27th<\/sup>.<\/p>\n\n\n\nZita Vale presented some results from MAS-Society project during a talk titled \u201cDay-ahead electricity market price forecasting using artificial neural network with spearman data correlation\u201d on June 25th<\/sup>. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society participated in AAMAS 2019 in Montr\u00e9al, Canada<\/h4>\n\n\n\n
The International Conference on Autonomous Agents and Multiagent Systems (AAMAS) is the largest and most influential conference in the area of agents and multiagent systems. The 2019 AAMAS conference was hold in Montr\u00e9al, Canada, between May 13th<\/sup> and 17th<\/sup>.<\/p>\n\n\n\nTiago Pinto presented MAS-Society results throughout three demonstration moments, on May 16th<\/sup>. The first on was a talk titled \u201cDecision Support System for Opponents Selection in Electricity Markets Bilateral Negotiations\u201d, followed by another titled \u201cALBidS: a decision support system for strategic bidding in electricity markets\u201d on May 16 and, to conclude, he conducted a talk named \u201cPractical application of a multi-agent systems society for energy management and control\u201d. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nWorkshop organization, MASGES\n2019<\/h4>\n\n\n\n
MAS-Society will organize a\nWorkshop on Multi-agent based Applications for Energy Markets, Smart Grids and\nSustainable Energy Systems (MASGES) in 17th International Conference on\nPractical Applications of Agents and Multi-Agent Systems (PAMSS 2019). The\nevent will be held on 26th-28th June, 2019, in \u00c1vila, Spain.
\nFor more information please click here<\/a>.<\/p>\n\n\n\nConference track\norganization, AIPES 2019<\/h4>\n\n\n\n
MAS-Society will organize a\ntrack on Artificial Intelligence in Power and Energy Systems (AIPES) in The\nEPIA Conference on Artificial Intelligence 2019. The event will be held on\n3rd-6th, September 2019, in Vila Real, Portugal.
\nFor more information please click here<\/a>.<\/p>\n\n\n\nKick-off, June 15 2018<\/h4>\n\n\n\n
MAS-Society team met on the\n15th June 2018 for the kick-off of the project.\n\nThe team has discussed the planning and operational\norganization aspects of the project, with special detail for the first three\nexecution months. The team is very motivated for the MAS-Society research\nactivities and very confident of the success of this new project.\n\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"
MAS-Society team presented project results during GECAD Energy Projects Event 2022 Between April 26th and 27th, MAS-Society team presented the results of the project during a workshop organized at ISEP, in Porto. After four years of the project, the presentations and interaction\/discussions with the many participants, from different nationalities, that attended the event were very…
Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/homepage.php","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20"}],"collection":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/comments?post=20"}],"version-history":[{"count":36,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":223,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20\/revisions\/223"}],"wp:attachment":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
MAS-Society presented project results during PAAMS 2021<\/strong><\/h4>\n\n\n\nThe 19th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS) is an international forum to present and discuss the latest scientific developments and their effective applications, to assess the impact of the approach, and to facilitate technology transfer, and had its 19th<\/sup> edition between October 6th<\/sup> and 8th<\/sup> in Salamanca, Spain.<\/p>\n\n\n\nDuring the conference, MAS-Society team members presented results during two talks, one titled \u201cSemantic Services Catalog for Multiagent Systems Society\u201d and the second one titled \u201cSemantic Interoperability for Multiagent Simulation and Decision Support in Power Systems\u201d<\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Energy Informatics<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cClimatization and luminosity optimization of buildings using genetic algorithm, random forest, and regression models\u201d accepted and published in Energy Informatics, an open access journal, on 24th<\/sup> September 2021.<\/p>\n\n\n\nFor more information click here<\/a>.<\/p>\n\n\n\nMAS-Society team published research results on Energy Strategy Reviews<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cSmart energy community: A systematic review with metanalysis\u201d accepted and published in Energy Strategy Reviews s, an open access journal, in July 2021.<\/p>\n\n\n\n
For more information click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Forecasting<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cLoad Forecasting in an Office Building with Different Data Structure and Learning Parameters\u201d accepted and published in Forecasting, an open access journal, on 20th<\/sup> March 2021.<\/p>\n\n\n\nFor more information click here<\/a>.<\/p>\n\n\n\nMAS-Society team published a paper on Energies<\/h4>\n\n\n\n
MAS-Society team had a paper, titled \u201cMARTINE\u2014A Platform for Real-Time Energy Management in Smart Grids\u201d accepted and published in Energies, an open access journal, on 25th<\/sup> March 2021.<\/p>\n\n\n\nFor more information click here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on Energy Strategy Reviews Journal<\/strong><\/h4>\n\n\n\nEnergy Strategy\nReviews is an open access international journal focusing on strategic\ndecision-making and vision-sharing related to society’s energy needs with a 7.9\nCite Score and a 6.425 Impact Factor. <\/p>\n\n\n\n
MAS-Society team had its paper accepted and it will be available in the Volume 36 from July 2021. <\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\nPaper presented by MAS-Society team members received a prize during EEM20<\/strong><\/h4>\n\n\n\nThe paper \u201cLearning Bidding Strategies in Local Electricity Markets using a Nature-Inspired Algorithm\u201d, written by MAS-Society team member Fernando Lezama, Joao Soares, Ricardo Faia, Pedro Faria and Zita Vale was presented during the 17th International Conference on the European Energy Market (EEM20) and received the Best paper award: 3rd prize from the EEM20 organization committee.<\/p>\n\n\n\n
<\/figure><\/div>\n\n\n\nMAS-Society paper presentation received a prize during ICEER2020<\/strong><\/h4>\n\n\n\nDuring the 7th International Conference on Energy and Environment Research (ICEER2020) the paper titled \u201cUsing Diverse Sensors to Support the Load Forecasting in an Office Building to Support Energy Management\u201d, written by Daniel Ramos, Br\u00edgida Teixeira, Pedro Faria, Luis Gomes, Omid Abrishambaf and Zita Vale, received a Prize for the best oral presentation in the topic of \u201cSustainable Buildings\u201d.<\/p>\n\n\n\n
MAS-Society team presented project results during ICEER 2020<\/strong><\/h4>\n\n\n\nThe International Conference on Energy and Environment Research (ICEER) is a privileged space to discuss current issues related to Energy and Environment and had its 7th<\/sup> edition between September 14th<\/sup> and 17th<\/sup> in a virtual conference room due to the SARS-CoV-2.<\/p>\n\n\n\nDuring the conference, professor Zita Vale presented MAS-Society results during a talk titled \u201cUsing Diverse Sensors in Load Forecasting in an Office Building to Support Energy Management\u201d.<\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\nRecorded sessions and presentations of the Online Training Course on Machine Learning, Agent-based Systems, and Optimization in Power and Energy <\/h4>\n\n\n\n
MAS-Society team presented characteristics of the project, developments and some research results during Parte I – Sessions 2-5 of the “Online Training Course on Machine Learning, Agent-based Systems and Optimization in Power and Energy”. The content of the course can be downloaded in the links bellow.<\/p>\n\n\n\n
Part I Session 1<\/strong>: Machine learning methods: a general overview (Carlos Ramos) – ppt<\/a> & video<\/a>
Part I Session 2<\/strong>: Multi-Agent Simulation and Emulation in Power and Energy (Zita Vale) – ppt<\/a> & video<\/a>
Part I Session 3<\/strong>: Machine learning methodologies and strategic behaviour in electricity market negotiations (Tiago Pinto) – ppt<\/a> & video<\/a>
Part I Session 4<\/strong>: Multi-agent based real-time infrastructure for energy: modelling and simulation of a farm microgrid (Pedro Faria) – ppt<\/a> & video<\/a>
Part I Session 5<\/strong>: Open discussion and closing remarks (Carlos Ramos, Zita Vale, Tiago Pinto, and Pedro Faria) – video<\/a>
Part II Session 1<\/strong>: Metaheuristics methods and basics of evolutionary techniques for optimization algorithm (Jo\u00e3o Soares) – ppt<\/a> & video<\/a>
Part II Session 2<\/strong>: Handling specific heuristics and adaptations of complex optimization program in the context of smart grids (Fernando Lezama) – ppt<\/a> & video<\/a>
Part II Session 3<\/strong>: Practical experimentation and case studies in smart grids optimizations (Pedro Faria) – ppt<\/a> & video<\/a>
Part II Session 4<\/strong>: Open discussion and closing remarks (Jo\u00e3o Soares, Fernando Lezama, and Pedro Faria) – video<\/a>
All recorded sessions: videos<\/a><\/p>\n\n\n\n<\/p>\n\n\n\n
Free Online Training Course on Machine Learning, Agent-based Systems, and Optimization in Power and Energy<\/h4>\n\n\n\n
14h00 – 19h15 (WEST) Friday 03-Jul-2020<\/p>\n\n\n\n
This online training course is divided in two parts: Machine Learning and Agent-based Systems in Power and Energy, and Evolutionary Optimization Methods and Applications in Power and Energy. The first part will be presented by Professor Zita Vale (Full Professor at ISEP\/P.Porto), Professor Carlos Ramos (Full Professor at ISEP\/P.Porto), Dr. Tiago Pinto (Invited Professor at ISEP\/P.Porto), and Dr. Pedro Faria (Invited Professor at ISEP\/P.Porto) considering their work developed under MAS-Society<\/a> project. The second part will be presented by Dr. Jo\u00e3o Soares, Dr. Pedro Faria (Invited Professor at ISEP\/P.Porto), and Dr. Fernando Lezama, considering their work developed under CENERGETIC<\/a>, and COLORS<\/a> projects. This training course is online and free of charge. The participants who attend will receive certification.<\/p>\n\n\n\nProgram: here<\/a>.<\/p>\n\n\n\nFree but mandatory registration: here<\/a>.<\/p>\n\n\n\nResults from MAS-Society project were presented during <\/strong>OPAL-RT Technologies<\/h4>\n\n\n\nMAS-Society team had a presentation, titled \u201cMulti-Agent Based Real-Time Infrastructure for Energy: Modeling and Simulation of a Farm Microgrid\u201d. The presentation took place during the OPAL-RT Technologies, RT20 Virtual Edition, on June 19th<\/sup>.<\/p>\n\n\n\nYou can watch the presentation by clicking here<\/a>.<\/p>\n\n\n\nYou can download the presentation by clicking here<\/a>.<\/p>\n\n\n\nMAS-Society published a paper on IEEE ACCESS<\/strong><\/strong><\/h4>\n\n\n\nMAS-Society team had a paper, titled \u201cApplication Ontology for Multi-Agent and Web-Services\u2019 Co-Simulation in Power and Energy Systems\u201d accepted and published in IEEE ACCESS, an open access journal, on April 2020. The paper is already available online. <\/p>\n\n\n\n
For more information click here<\/a>.<\/p>\n\n\n\nResults from MAS-Society project were presented during ISAP 2019<\/strong>.<\/h4>\n\n\n\nISAP \u2013 Intelligent System Applications to Power System<\/a> organized the 20th ISAP Conference<\/a> in New Delhi, India, between December 10th and December14th .<\/p>\n\n\n\nDuring the conference, Zita Vale presented MAS-Society results during a talk titled \u201cMulti-agent semantic interoperability in complex energy systems simulation and decision support\u201d on December 12th<\/sup>.<\/p>\n\n\n\nFor more information please click here<\/a><\/p>\n\n\n\nMAS-Society published a paper on Sustainable Cities and Society Journal<\/h4>\n\n\n\n
Sustainable Cities and Society (SCS) is an international journal\nfocusing on fundamental and applied research aimed at designing, understanding,\nand promoting environmentally sustainable and socially resilient cities with a\n5.22 Cite Score and a 4.624 Impact Factor. <\/p>\n\n\n\n
MAS-Society team had its paper accepted and it is in press and available online since September 11th<\/sup>. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society presented project results during EPIA 2019<\/h4>\n\n\n\n
The EPIA Conference on Artificial Intelligence is a well-established\nEuropean conference in the field of AI and had its 19th<\/sup> edition,\nEPIA 2019, in Vila Real between September 3rd<\/sup> and 6th<\/sup>. <\/p>\n\n\n\nFernando Lezama presented MAS-Society results during a talk titled \u201cDistributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management\u201d on September 6th<\/sup>. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society presented project results during 17th<\/sup> PAAMS in \u00c1vila, Spain <\/h4>\n\n\n\nPAAMS is an International Conference on Practical Applications of Agents\nand Multi-Agent Systems and provides an international forum to present and\ndiscuss the latest scientific developments and their effective applications, to\nassess the impact of the approach, and to facilitate technology transfer. <\/p>\n\n\n\n
During its 17th<\/sup> International Conference held on \u00c1vila,\nSpain, between June 26th<\/sup> and 28th<\/sup> GECAD team presented\nsome results from MAS-Society project.<\/p>\n\n\n\nDuring the Conference, Tiago Pinto presented MAS-Society results during a talk titled \u201cCollaborative Reinforcement Learning of Energy Contracts Negotiation Strategies\u201d. <\/p>\n\n\n\n
For more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society participated in PowerTech 2019 in Milano, Italy<\/h4>\n\n\n\n
PowerTech is the anchor\nconference of the IEEE Power & Energy Society (PES) in Europe and provides\na forum for researchers and engineers involved in electric power and energy\nengineering to share ideas and results. 13th IEEE PowerTech 2019 was fold in\nMilano, Italy, between June 23th<\/sup> and 27th<\/sup>.<\/p>\n\n\n\nZita Vale presented some results from MAS-Society project during a talk titled \u201cDay-ahead electricity market price forecasting using artificial neural network with spearman data correlation\u201d on June 25th<\/sup>. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nMAS-Society participated in AAMAS 2019 in Montr\u00e9al, Canada<\/h4>\n\n\n\n
The International Conference on Autonomous Agents and Multiagent Systems (AAMAS) is the largest and most influential conference in the area of agents and multiagent systems. The 2019 AAMAS conference was hold in Montr\u00e9al, Canada, between May 13th<\/sup> and 17th<\/sup>.<\/p>\n\n\n\nTiago Pinto presented MAS-Society results throughout three demonstration moments, on May 16th<\/sup>. The first on was a talk titled \u201cDecision Support System for Opponents Selection in Electricity Markets Bilateral Negotiations\u201d, followed by another titled \u201cALBidS: a decision support system for strategic bidding in electricity markets\u201d on May 16 and, to conclude, he conducted a talk named \u201cPractical application of a multi-agent systems society for energy management and control\u201d. <\/p>\n\n\n\nFor more information\nplease click here<\/a><\/p>\n\n\n\nWorkshop organization, MASGES\n2019<\/h4>\n\n\n\n
MAS-Society will organize a\nWorkshop on Multi-agent based Applications for Energy Markets, Smart Grids and\nSustainable Energy Systems (MASGES) in 17th International Conference on\nPractical Applications of Agents and Multi-Agent Systems (PAMSS 2019). The\nevent will be held on 26th-28th June, 2019, in \u00c1vila, Spain.
\nFor more information please click here<\/a>.<\/p>\n\n\n\nConference track\norganization, AIPES 2019<\/h4>\n\n\n\n
MAS-Society will organize a\ntrack on Artificial Intelligence in Power and Energy Systems (AIPES) in The\nEPIA Conference on Artificial Intelligence 2019. The event will be held on\n3rd-6th, September 2019, in Vila Real, Portugal.
\nFor more information please click here<\/a>.<\/p>\n\n\n\nKick-off, June 15 2018<\/h4>\n\n\n\n
MAS-Society team met on the\n15th June 2018 for the kick-off of the project.\n\nThe team has discussed the planning and operational\norganization aspects of the project, with special detail for the first three\nexecution months. The team is very motivated for the MAS-Society research\nactivities and very confident of the success of this new project.\n\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"
MAS-Society team presented project results during GECAD Energy Projects Event 2022 Between April 26th and 27th, MAS-Society team presented the results of the project during a workshop organized at ISEP, in Porto. After four years of the project, the presentations and interaction\/discussions with the many participants, from different nationalities, that attended the event were very…
Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/homepage.php","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20"}],"collection":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/comments?post=20"}],"version-history":[{"count":36,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":223,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20\/revisions\/223"}],"wp:attachment":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
During the conference, MAS-Society team members presented results during two talks, one titled \u201cSemantic Services Catalog for Multiagent Systems Society\u201d and the second one titled \u201cSemantic Interoperability for Multiagent Simulation and Decision Support in Power Systems\u201d<\/p>\n\n\n\n
For more information please click here<\/a>.<\/p>\n\n\n\n MAS-Society team had a paper, titled \u201cClimatization and luminosity optimization of buildings using genetic algorithm, random forest, and regression models\u201d accepted and published in Energy Informatics, an open access journal, on 24th<\/sup> September 2021.<\/p>\n\n\n\n For more information click here<\/a>.<\/p>\n\n\n\n MAS-Society team had a paper, titled \u201cSmart energy community: A systematic review with metanalysis\u201d accepted and published in Energy Strategy Reviews s, an open access journal, in July 2021.<\/p>\n\n\n\n For more information click here<\/a>.<\/p>\n\n\n\n MAS-Society team had a paper, titled \u201cLoad Forecasting in an Office Building with Different Data Structure and Learning Parameters\u201d accepted and published in Forecasting, an open access journal, on 20th<\/sup> March 2021.<\/p>\n\n\n\n For more information click here<\/a>.<\/p>\n\n\n\n MAS-Society team had a paper, titled \u201cMARTINE\u2014A Platform for Real-Time Energy Management in Smart Grids\u201d accepted and published in Energies, an open access journal, on 25th<\/sup> March 2021.<\/p>\n\n\n\n For more information click here<\/a>.<\/p>\n\n\n\n Energy Strategy\nReviews is an open access international journal focusing on strategic\ndecision-making and vision-sharing related to society’s energy needs with a 7.9\nCite Score and a 6.425 Impact Factor. <\/p>\n\n\n\n MAS-Society team had its paper accepted and it will be available in the Volume 36 from July 2021. <\/p>\n\n\n\n For more information please click here<\/a>.<\/p>\n\n\n\n The paper \u201cLearning Bidding Strategies in Local Electricity Markets using a Nature-Inspired Algorithm\u201d, written by MAS-Society team member Fernando Lezama, Joao Soares, Ricardo Faia, Pedro Faria and Zita Vale was presented during the 17th International Conference on the European Energy Market (EEM20) and received the Best paper award: 3rd prize from the EEM20 organization committee.<\/p>\n\n\n\n During the 7th International Conference on Energy and Environment Research (ICEER2020) the paper titled \u201cUsing Diverse Sensors to Support the Load Forecasting in an Office Building to Support Energy Management\u201d, written by Daniel Ramos, Br\u00edgida Teixeira, Pedro Faria, Luis Gomes, Omid Abrishambaf and Zita Vale, received a Prize for the best oral presentation in the topic of \u201cSustainable Buildings\u201d.<\/p>\n\n\n\n The International Conference on Energy and Environment Research (ICEER) is a privileged space to discuss current issues related to Energy and Environment and had its 7th<\/sup> edition between September 14th<\/sup> and 17th<\/sup> in a virtual conference room due to the SARS-CoV-2.<\/p>\n\n\n\n During the conference, professor Zita Vale presented MAS-Society results during a talk titled \u201cUsing Diverse Sensors in Load Forecasting in an Office Building to Support Energy Management\u201d.<\/p>\n\n\n\n For more information please click here<\/a>.<\/p>\n\n\n\n MAS-Society team presented characteristics of the project, developments and some research results during Parte I – Sessions 2-5 of the “Online Training Course on Machine Learning, Agent-based Systems and Optimization in Power and Energy”. The content of the course can be downloaded in the links bellow.<\/p>\n\n\n\n Part I Session 1<\/strong>: Machine learning methods: a general overview (Carlos Ramos) – ppt<\/a> & video<\/a> <\/p>\n\n\n\n 14h00 – 19h15 (WEST) Friday 03-Jul-2020<\/p>\n\n\n\n This online training course is divided in two parts: Machine Learning and Agent-based Systems in Power and Energy, and Evolutionary Optimization Methods and Applications in Power and Energy. The first part will be presented by Professor Zita Vale (Full Professor at ISEP\/P.Porto), Professor Carlos Ramos (Full Professor at ISEP\/P.Porto), Dr. Tiago Pinto (Invited Professor at ISEP\/P.Porto), and Dr. Pedro Faria (Invited Professor at ISEP\/P.Porto) considering their work developed under MAS-Society<\/a> project. The second part will be presented by Dr. Jo\u00e3o Soares, Dr. Pedro Faria (Invited Professor at ISEP\/P.Porto), and Dr. Fernando Lezama, considering their work developed under CENERGETIC<\/a>, and COLORS<\/a> projects. This training course is online and free of charge. The participants who attend will receive certification.<\/p>\n\n\n\n Program: here<\/a>.<\/p>\n\n\n\n Free but mandatory registration: here<\/a>.<\/p>\n\n\n\n MAS-Society team had a presentation, titled \u201cMulti-Agent Based Real-Time Infrastructure for Energy: Modeling and Simulation of a Farm Microgrid\u201d. The presentation took place during the OPAL-RT Technologies, RT20 Virtual Edition, on June 19th<\/sup>.<\/p>\n\n\n\n You can watch the presentation by clicking here<\/a>.<\/p>\n\n\n\n You can download the presentation by clicking here<\/a>.<\/p>\n\n\n\n MAS-Society team had a paper, titled \u201cApplication Ontology for Multi-Agent and Web-Services\u2019 Co-Simulation in Power and Energy Systems\u201d accepted and published in IEEE ACCESS, an open access journal, on April 2020. The paper is already available online. <\/p>\n\n\n\n For more information click here<\/a>.<\/p>\n\n\n\n ISAP \u2013 Intelligent System Applications to Power System<\/a> organized the 20th ISAP Conference<\/a> in New Delhi, India, between December 10th and December14th .<\/p>\n\n\n\n During the conference, Zita Vale presented MAS-Society results during a talk titled \u201cMulti-agent semantic interoperability in complex energy systems simulation and decision support\u201d on December 12th<\/sup>.<\/p>\n\n\n\n For more information please click here<\/a><\/p>\n\n\n\n Sustainable Cities and Society (SCS) is an international journal\nfocusing on fundamental and applied research aimed at designing, understanding,\nand promoting environmentally sustainable and socially resilient cities with a\n5.22 Cite Score and a 4.624 Impact Factor. <\/p>\n\n\n\n MAS-Society team had its paper accepted and it is in press and available online since September 11th<\/sup>. <\/p>\n\n\n\n For more information\nplease click here<\/a><\/p>\n\n\n\n The EPIA Conference on Artificial Intelligence is a well-established\nEuropean conference in the field of AI and had its 19th<\/sup> edition,\nEPIA 2019, in Vila Real between September 3rd<\/sup> and 6th<\/sup>. <\/p>\n\n\n\n Fernando Lezama presented MAS-Society results during a talk titled \u201cDistributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management\u201d on September 6th<\/sup>. <\/p>\n\n\n\n For more information\nplease click here<\/a><\/p>\n\n\n\n PAAMS is an International Conference on Practical Applications of Agents\nand Multi-Agent Systems and provides an international forum to present and\ndiscuss the latest scientific developments and their effective applications, to\nassess the impact of the approach, and to facilitate technology transfer. <\/p>\n\n\n\n During its 17th<\/sup> International Conference held on \u00c1vila,\nSpain, between June 26th<\/sup> and 28th<\/sup> GECAD team presented\nsome results from MAS-Society project.<\/p>\n\n\n\n During the Conference, Tiago Pinto presented MAS-Society results during a talk titled \u201cCollaborative Reinforcement Learning of Energy Contracts Negotiation Strategies\u201d. <\/p>\n\n\n\n For more information\nplease click here<\/a><\/p>\n\n\n\n PowerTech is the anchor\nconference of the IEEE Power & Energy Society (PES) in Europe and provides\na forum for researchers and engineers involved in electric power and energy\nengineering to share ideas and results. 13th IEEE PowerTech 2019 was fold in\nMilano, Italy, between June 23th<\/sup> and 27th<\/sup>.<\/p>\n\n\n\n Zita Vale presented some results from MAS-Society project during a talk titled \u201cDay-ahead electricity market price forecasting using artificial neural network with spearman data correlation\u201d on June 25th<\/sup>. <\/p>\n\n\n\n For more information\nplease click here<\/a><\/p>\n\n\n\n The International Conference on Autonomous Agents and Multiagent Systems (AAMAS) is the largest and most influential conference in the area of agents and multiagent systems. The 2019 AAMAS conference was hold in Montr\u00e9al, Canada, between May 13th<\/sup> and 17th<\/sup>.<\/p>\n\n\n\n Tiago Pinto presented MAS-Society results throughout three demonstration moments, on May 16th<\/sup>. The first on was a talk titled \u201cDecision Support System for Opponents Selection in Electricity Markets Bilateral Negotiations\u201d, followed by another titled \u201cALBidS: a decision support system for strategic bidding in electricity markets\u201d on May 16 and, to conclude, he conducted a talk named \u201cPractical application of a multi-agent systems society for energy management and control\u201d. <\/p>\n\n\n\n For more information\nplease click here<\/a><\/p>\n\n\n\n MAS-Society will organize a\nWorkshop on Multi-agent based Applications for Energy Markets, Smart Grids and\nSustainable Energy Systems (MASGES) in 17th International Conference on\nPractical Applications of Agents and Multi-Agent Systems (PAMSS 2019). The\nevent will be held on 26th-28th June, 2019, in \u00c1vila, Spain. MAS-Society will organize a\ntrack on Artificial Intelligence in Power and Energy Systems (AIPES) in The\nEPIA Conference on Artificial Intelligence 2019. The event will be held on\n3rd-6th, September 2019, in Vila Real, Portugal. MAS-Society team met on the\n15th June 2018 for the kick-off of the project.\n\nThe team has discussed the planning and operational\norganization aspects of the project, with special detail for the first three\nexecution months. The team is very motivated for the MAS-Society research\nactivities and very confident of the success of this new project.\n\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":" MAS-Society team presented project results during GECAD Energy Projects Event 2022 Between April 26th and 27th, MAS-Society team presented the results of the project during a workshop organized at ISEP, in Porto. After four years of the project, the presentations and interaction\/discussions with the many participants, from different nationalities, that attended the event were very… MAS-Society published a paper on Energy Informatics<\/h4>\n\n\n\n
MAS-Society team published research results on Energy Strategy Reviews<\/h4>\n\n\n\n
MAS-Society published a paper on Forecasting<\/h4>\n\n\n\n
MAS-Society team published a paper on Energies<\/h4>\n\n\n\n
MAS-Society published a paper on Energy Strategy Reviews Journal<\/strong><\/h4>\n\n\n\n
Paper presented by MAS-Society team members received a prize during EEM20<\/strong><\/h4>\n\n\n\n
<\/figure><\/div>\n\n\n\nMAS-Society paper presentation received a prize during ICEER2020<\/strong><\/h4>\n\n\n\n
MAS-Society team presented project results during ICEER 2020<\/strong><\/h4>\n\n\n\n
Recorded sessions and presentations of the Online Training Course on Machine Learning, Agent-based Systems, and Optimization in Power and Energy <\/h4>\n\n\n\n
Part I Session 2<\/strong>: Multi-Agent Simulation and Emulation in Power and Energy (Zita Vale) – ppt<\/a> & video<\/a>
Part I Session 3<\/strong>: Machine learning methodologies and strategic behaviour in electricity market negotiations (Tiago Pinto) – ppt<\/a> & video<\/a>
Part I Session 4<\/strong>: Multi-agent based real-time infrastructure for energy: modelling and simulation of a farm microgrid (Pedro Faria) – ppt<\/a> & video<\/a>
Part I Session 5<\/strong>: Open discussion and closing remarks (Carlos Ramos, Zita Vale, Tiago Pinto, and Pedro Faria) – video<\/a>
Part II Session 1<\/strong>: Metaheuristics methods and basics of evolutionary techniques for optimization algorithm (Jo\u00e3o Soares) – ppt<\/a> & video<\/a>
Part II Session 2<\/strong>: Handling specific heuristics and adaptations of complex optimization program in the context of smart grids (Fernando Lezama) – ppt<\/a> & video<\/a>
Part II Session 3<\/strong>: Practical experimentation and case studies in smart grids optimizations (Pedro Faria) – ppt<\/a> & video<\/a>
Part II Session 4<\/strong>: Open discussion and closing remarks (Jo\u00e3o Soares, Fernando Lezama, and Pedro Faria) – video<\/a>
All recorded sessions: videos<\/a><\/p>\n\n\n\nFree Online Training Course on Machine Learning, Agent-based Systems, and Optimization in Power and Energy<\/h4>\n\n\n\n
Results from MAS-Society project were presented during <\/strong>OPAL-RT Technologies<\/h4>\n\n\n\n
MAS-Society published a paper on IEEE ACCESS<\/strong><\/strong><\/h4>\n\n\n\n
Results from MAS-Society project were presented during ISAP 2019<\/strong>.<\/h4>\n\n\n\n
MAS-Society published a paper on Sustainable Cities and Society Journal<\/h4>\n\n\n\n
MAS-Society presented project results during EPIA 2019<\/h4>\n\n\n\n
MAS-Society presented project results during 17th<\/sup> PAAMS in \u00c1vila, Spain <\/h4>\n\n\n\n
MAS-Society participated in PowerTech 2019 in Milano, Italy<\/h4>\n\n\n\n
MAS-Society participated in AAMAS 2019 in Montr\u00e9al, Canada<\/h4>\n\n\n\n
Workshop organization, MASGES\n2019<\/h4>\n\n\n\n
\nFor more information please click here<\/a>.<\/p>\n\n\n\nConference track\norganization, AIPES 2019<\/h4>\n\n\n\n
\nFor more information please click here<\/a>.<\/p>\n\n\n\nKick-off, June 15 2018<\/h4>\n\n\n\n
Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/homepage.php","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20"}],"collection":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/comments?post=20"}],"version-history":[{"count":36,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":223,"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/pages\/20\/revisions\/223"}],"wp:attachment":[{"href":"https:\/\/www.gecad.isep.ipp.pt\/MAS-Society\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}