Historia de la Educación

Anil K. Jain, 2010. "Data Clustering: 50 years beyond K-Means". Pattern Recognition Letters, Elsevier, Vol. 31, Issue 8, pp.651-666. - https://doi.org/10.1016/j.patrec.2009.09.011

Anil K. Jain, M.N Murty, P.J. Flynn, 1999. "Data Clustering: A Review." ACM Computing Surveys, 31 (3). pp. 264-323. - https://doi.org/10.1145/331499.331504

Anthony C. Chrysopoulos, Andreas L. Symeonidis, Pericles A. Mitkas, 2009. "Improving agent bidding in power stock markets through a data mining enhanced agent platform". Agents and Data Mining Interaction"; Lecture Notes in Computer Science - https://doi.org/10.1007/978-3-642-03603-3_9

Blumsack S and Fernandez A., 2012. "Ready or not, here comes the smart grid!" Energy. 2012; 37(1): 61-8 - https://doi.org/10.1016/j.energy.2011.07.054

CAISO - California Independent System Operator. Available: http://www.caiso.com [accessed on July 2017]

Canizes B., Silva M., Faria P., Ramos S., Vale Z., 2015. "Resource Scheduling in Residential Microgrids Considering Energy Selling to External Players", Power Systems Conference (PSC 2015), South Carolina, USA, 10-13 March - https://doi.org/10.1109/PSC.2015.7101700

C. Ribeiro, T. Pinto, Z. Vale, 2016. "Customized Normalization Method to enhance the Clustering process of Consumption Profiles", 7th International Symposium on Ambient Intelligence (ISAMI'16), Spain, 1st-3rd June - https://doi.org/10.1007/978-3-319-40114-0_8

C. Ribeiro, T. Pinto, M. Silva, S. Ramos, Z. Vale, 2015. "Data Mining approach for Decision Support in real data based Smart Grid scenario" IATEM, Valencia, Spain, 1-4 September - https://doi.org/10.1109/DEXA.2015.33

C. Ribeiro, T. pinto, H. Morais, Z. Vale, G. Santos, 2013. "Intelligent Remuneration and Tariffs in for Virtual Power Players", IEEE PowerTech (POWERTECH) Grenoble, France, 16-20 June - https://doi.org/10.1109/PTC.2013.6652157

C. KienY, B. Berseneff, N. Hadjsaid, Y. Besanger, J. Maire, 2009. "On the concept and the interest of Virtual Power plant: some results from the European project FENIX", IEEE Power and Energy Society General Meeting, Calgary, Canada, 26-30, July - https://doi.org/10.1109/PES.2009.5275526

Dore A. and Regazzoni C., 2010, "Interaction Analysis with a Bayesian Trajectory Model", IEEE Intelligent Systems, vol. 25, no. 3, pp. 32-40 - https://doi.org/10.1109/MIS.2010.37

EPEXSPOT - European Power Exchange Products Day-Ahead Auction, 2015. Available: https://www.epexspot.com/en/product-info/auction, [accessed on July 2017].

Erev, I. and Roth, A.,1998. "Predicting how people play games with unique, mixed-strategy equilibria", American Economic Review, vol. 88, pp. 848-881

G. Chicco and I. Ilie, 2009. "Support Vector Clustering of Electrical Load Pattern Data". IEEE Transactions on Power Systems, vol.24, no.3, pp.1619-1628, August - https://doi.org/10.1109/TPWRS.2009.2023009

G. Chicco, R. Napoli, P. Postolache, M. Scutariu, C. Toader, 2003. "Customer Characterization Options for Improving the Tariff Offer", IEEE Transactions on Power Systems, Vol. 18, nº 1, pp. 381-387, February - https://doi.org/10.1109/TPWRS.2002.807085

G. Gan, C. Ma, J. Wu, 2007. "Data Clustering Theory, Algorithms and Applications", ASA-SIAM Series on Statistics and Applied Probability, SIAM, Philadelphia, ASA, Alexandria, VA - https://doi.org/10.1137/1.9780898718348

I. Praça, C. Ramos, Z. Vale, M. Cordeiro, 2003. "MASCEM: A Multi-Agent System that Simulates Competitive Electricity Markets", IEEE Intelligent Systems, 18, 6, pp. 54-60 - https://doi.org/10.1109/MIS.2003.1249170

MIBEL - Mercado Ibérico de Electricidade, 2017. Available: http://www.mibel.com/, [accessed on July 2017]

Mohammad Shahidehpour, Hatim Yamin, Zuyi Li., 2002. "Market Operations in Electric Power Systems: Forecasting, Scheduling, and Risk Management", Wiley-IEEE Press, pp. 233-274 - https://doi.org/10.1002/047122412X

Nord Pool Spot - Trading, Day-ahead market Elspot, 2016. Available: http://www.nordpoolspot.com/TAS/Day-ahead-market-Elspot/, [accessed on July 2017].

Oliveira P., Pinto T., Morais H., Vale Z., 2012. "MASGriP - A Multi-Agent Smart Grid Simulation Plataform," IEEE Power and Energy Society General Meeting, San Diego, California USA, pp. 1-10 - https://doi.org/10.1109/PESGM.2012.6345649

S. Ramos, J. Duarte, J. Soares, Z. vale, F. Duarte, 2012. "Typical Load Profiles in the Smart Grid Context - A Clustering Methods Comparison", IEEE Power and Energy Society General Meeting, San Diego CA, USA, 22-26 July - https://doi.org/10.1109/PESGM.2012.6345565

Sharma K.C., Bhakar R., Tiwari, H.P., 2014. "Strategic bidding for wind power producers in electricity markets." Energy Conversion and Management 2014, 86, 259-267, DOI: 10.1016/j.enconman.2014.05.002. - https://doi.org/10.1016/j.enconman.2014.05.002

Sioshansi, F.P., 2013. "Evolution of Global Electricity Markets - New paradigms, new challenges, new approaches", Academic Press.

Sousa T., Morais H., Vale Z., Faria P., Soares J., 2012. "Intelligent Energy Resource Management Considering Vehicle-to-Grid: A Simulated Annealing Approach," Smart Grid, IEEE Trans. on, 3, 535-542. - https://doi.org/10.1109/TSG.2011.2165303

T. Pinto, Z. Vale, F. Rodrigues, H. Norais, I. Praça, 2011. "Strategic Bidding Methodology for Electricity Markets using Adaptive Learning", Modern Approaches in Applied Intelligence, vol. 6704, pp.490-500 - https://doi.org/10.1007/978-3-642-21827-9_50

T. Pinto, Z. Vale, H. Morais, I.Praça, C. Ramos, 2009. "Multi-Agent Based Electricity Market Simulator With VPP: Conceptual and Implementation Issues", IEEE PES General Meeting. - https://doi.org/10.1109/PES.2009.5275565

Z. Vale, T. Pinto, I. Praça, H. Morais, 2011. "MASCEM - Electricity markets simulation with strategically acting players", IEEE Intelligent Systems, vol. 26, n. 2, Special Issue on AI in Power Systems and Energy Markets. - https://doi.org/10.1109/MIS.2011.3

Z. Vale, H. Morais, P. Faria, H. Khodr, J. Ferreira, P. Kadar, 2010. "Distributed Energy Resources Management with Cyber-Physical SCADA in the Context of Future Smart Grids", 15thIEEE Mediterranean Elect. Conf., Malta, 25-28 April. - https://doi.org/10.1109/MELCON.2010.5476239