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ADAPT

Adaptive Decision support for Agents negotiation in electricity market and smart grid Power Transactions

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

ADAPT project word cloud

Explore the words cloud of the ADAPT project. It provides you a very rough idea of what is the project "ADAPT" about.

artificial adapt penetration identifies integration difficulties power 2015 decrease agent led independently despite paradigm transactions society learning context theme experts decision besides grid multidisciplinary host sources choose negotiations electricity drawback actual creation machine considering profiles evidencing assist smart quality intelligence acceptance energy opponents tackles environments market environment pan quite profiting solution assured advancing fronts coupling suitable solutions expertise participation proposing gainful negotiation explores optimization complementary strategies agents renewable competitiveness enhanced industry players markets nature relationships grids prices investments lack regional outcomes portfolio candidate gap

Project "ADAPT" data sheet

The following table provides information about the project.

Coordinator	UNIVERSIDAD DE SALAMANCA Organization address address: CALLE PATIO DE ESCUELAS 1 city: SALAMANCA postcode: 37008 website: www.usal.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Spain [ES]
Project website	https://adapt.usal.es/
Total cost	170˙121 €
EC max contribution	170˙121 € (100%)
Programme	1. H2020-EU.1.3.2. (Nurturing excellence by means of cross-border and cross-sector mobility)
Code Call	H2020-MSCA-IF-2015
Funding Scheme	MSCA-IF-EF-ST
Starting year	2017
Duration (year-month-day)	from 2017-01-01 to 2018-12-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	UNIVERSIDAD DE SALAMANCA UNIVERSIDAD DE SALAMANCA Organization address address: CALLE PATIO DE ESCUELAS 1 city: SALAMANCA postcode: 37008 website: www.usal.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (SALAMANCA)	coordinator	170˙121.00

Map

Project objective

ADAPT explores the theme of decision support for agents negotiations in the complementary environments of electricity markets and smart grids. The EU priority of increasing the penetration of renewable energy sources in the power system has led to the wide acceptance of the smart grid paradigm as the solution for several emerging challenges. Another EU priority is the creation of a Pan-European Energy Market. A relevant step was taken in 2015 with the coupling of several regional European markets. Despite the significant investments in the fields of smart grids and electricity markets, the two fronts are evolving quite independently from each other, evidencing the sector difficulties in profiting from the strong relationships among them. A relevant drawback is the lack of decision support solutions to enable involved players improving their outcomes from energy transactions. ADAPT tackles this gap by proposing a multi-agent decision support system to assist the negotiation process of smart grid and electricity market players. ADAPT is composed by: (i) a portfolio optimization that identifies the most gainful negotiation opportunities, considering the available markets, including negotiations at a smart grid level; and (ii) a decision support method for actual negotiations using novel machine learning approaches to choose the most suitable strategies for each context, considering opponents’ negotiation profiles. ADAPT’s quality and industry-driven nature is assured by the experience and complementary expertise of the candidate and host in the targeted fields, and is further enhanced by the participation of experts in the fields of artificial intelligence and power systems. Besides advancing in the multidisciplinary research fields, ADAPT is expected to impact the EU power sector, the industry and society as a whole, by contributing to the effective integration of smart grids in a market environment, and to the decrease of electricity prices through competitiveness.

Publications

List of publications.
year	authors and title	journal	last update
2017	Ricardo Faia, Tiago Pinto, Omid Abrishambaf, Filipe Fernandes, Zita Vale, Juan Manuel Corchado Case based reasoning with expert system and swarm intelligence to determine energy reduction in buildings energy management published pages: 269-281, ISSN: 0378-7788, DOI: 10.1016/j.enbuild.2017.09.020	Energy and Buildings 155	2019-07-26
2018	Ricardo Faia, Tiago Pinto, Zita Vale, Juan Manuel Corchado Strategic Particle Swarm Inertia Selection for Electricity Markets Participation Portfolio Optimization published pages: 745-767, ISSN: 0883-9514, DOI: 10.1080/08839514.2018.1506971	Applied Artificial Intelligence 32/7-8	2019-07-26
2018	JoÃ£o Soares, Tiago Pinto, Fernando Lezama, Hugo Morais Survey on Complex Optimization and Simulation for the New Power Systems Paradigm published pages: 1-32, ISSN: 1076-2787, DOI: 10.1155/2018/2340628	Complexity 2018	2019-07-26
2018	JoÃ£o Soares, Fernando Lezama, Tiago Pinto, Hugo Morais Complex Optimization and Simulation in Power Systems published pages: 1-3, ISSN: 1076-2787, DOI: 10.1155/2018/6562876	Complexity 2018	2019-07-26
2017	Amin Gazafroudi, Francisco Prieto-Castrillo, Tiago Pinto, Javier Prieto, Juan Corchado, Javier Bajo Energy Flexibility Management Based on Predictive Dispatch Model of Domestic Energy Management System published pages: 1397, ISSN: 1996-1073, DOI: 10.3390/en10091397	Energies 10/9	2019-07-26
2017	Ricardo Faia, Tiago Pinto, Zita Vale, Juan Corchado An Ad-Hoc Initial Solution Heuristic for Metaheuristic Optimization of Energy Market Participation Portfolios published pages: 883, ISSN: 1996-1073, DOI: 10.3390/en10070883	Energies 10/7	2019-07-26
2019	Amin Shokri Gazafroudi, JoÃ£o Soares, Mohammad Ali Fotouhi Ghazvini, Tiago Pinto, Zita Vale, Juan Manuel Corchado Stochastic interval-based optimal offering model for residential energy management systems by household owners published pages: 201-219, ISSN: 0142-0615, DOI: 10.1016/j.ijepes.2018.08.019	International Journal of Electrical Power & Energy Systems 105	2019-07-26
2019	Tiago Pinto, Hugo Morais, Juan Manuel Corchado Adaptive entropy-based learning with dynamic artificial neural network published pages: , ISSN: 0925-2312, DOI: 10.1016/j.neucom.2018.09.092	Neurocomputing	2019-07-26
2019	Tiago Pinto, Ricardo Faia, Maria Navarro-Caceres, Gabriel Santos, Juan Manuel Corchado, Zita Vale Multi-Agent-Based CBR Recommender System for Intelligent Energy Management in Buildings published pages: 1084-1095, ISSN: 1932-8184, DOI: 10.1109/JSYST.2018.2876933	IEEE Systems Journal 13/1	2019-07-26
2018	Fernando Lezama, Joao Soares, Pablo Hernandez-Leal, Michael Kaisers, Tiago Pinto, Zita Maria Almeida do Vale Local Energy Markets: Paving the Path Towards Fully Transactive Energy Systems published pages: 1-1, ISSN: 0885-8950, DOI: 10.1109/TPWRS.2018.2833959	IEEE Transactions on Power Systems 16 July 2018	2019-07-26
2017	Tiago PINTO, Luis MARQUES, Tiago M SOUSA, Isabel PRAÃ‡A, Zita VALE, Samuel L ABREU Data-Mining-based filtering to support Solar Forecasting Methodologies published pages: 85, ISSN: 2255-2863, DOI: 10.14201/ADCAIJ20176385102	ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal 6/3	2019-07-26
2019	J. Rodriguez-Fernandez, T. Pinto, F. Silva, I. PraÃ§a, Z. Vale, J.M. Corchado Context aware Q-Learning-based model for decision support in the negotiation of energy contracts published pages: 489-501, ISSN: 0142-0615, DOI: 10.1016/j.ijepes.2018.06.050	International Journal of Electrical Power & Energy Systems 104	2019-07-26
2018	Tiago Pinto, Ricardo Faia, Mohammad Ali Fotouhi Ghazvini, Joao Soares, Juan Manuel Corchado, Zita Maria Almeida do Vale Decision support for small players negotiations under a transactive energy framework published pages: 1-1, ISSN: 0885-8950, DOI: 10.1109/TPWRS.2018.2861325	IEEE Transactions on Power Systems	2019-07-26
2018	Gabriel Santos, Tiago Pinto, Zita Vale Multi-Agent Systems Society for Power and Energy Systems Simulation published pages: , ISSN: , DOI:	AAMAS 2018 (International Conference on Autonomous Agents and Multiagent Systems), workshop on Multi-Agent Based Systems July 10-15, 2018	2019-07-26
2018	Tiago Pinto, Mohammad Fotouhi Ghazvini, Joao Soares, Ricardo Faia, Juan Corchado, Rui Castro, Zita Vale Decision Support for Negotiations among Microgrids Using a Multiagent Architecture published pages: 2526, ISSN: 1996-1073, DOI: 10.3390/en11102526	Energies 11/10	2019-07-26
2017	Ricardo Faia, Tiago Pinto, Tiago Sousa, Zita Vale, Juan Manuel Corchado Automatic Selection of Optimization Algorithms for Energy Resource Scheduling using a Case-Based Reasoning System published pages: , ISSN: , DOI:	ICCBR 2017 â€“ 25th International Conference on Case-Based Reasoning	2019-07-26

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