Graduated in Electrical Engineering and Computer Science - Power Systems (five-year degree).

CURRICULUM VITÆ Jorge Alberto Mendes de Sousa * ISEL / ADEEEA Rua Conselherio Emídio Navarro, 1 1950-062 Lisboa Portugal ' (+351) 218 317 249 : pwp.net.ipl.pt/deea.isel/jsousa @ jsousa@deea.isel.ipl.pt E D U C A T I O N PhD in Economics 1998 2005 FEUNL - New University of Lisbon PhD in Economics, with specialization in Industrial Economics, at the Faculty of Economics of the New University of Lisbon. Thesis in Integration of Liberalized Electricity Markets with Applications to the IBELM. Master in Electrical Engineering 1994 1996 IST - Technical University of Lisbon Master in Electrical Engineering - Power Systems. Thesis in Real-time Digital Simulation of Electrical Transmission Systems. Electrical Engineer 1989 1994 IST - Technical University of Lisbon Graduated in Electrical Engineering and Computer Science - Power Systems (five-year degree). Erasmus Undergraduate Student 1993 1994 University of Bath (United Kingdom) Erasmus program pursued in the United Kingdom for the final year thesis. Courses taken: Accounting and Finance and Power System Modelling. E M P L O Y M E N T Coordinator Professor 2008 ISEL - Polytechnic Institute of Lisbon Coordinator Professor in the Department of Electrical Engineering and Automation of the Polytechnic Institute of Lisbon. Head of the Power Systems Unit and responsible for the courses of Economics and Energy Markets. Invited Professor 2009 2012 FCT/UNL - New University at Lisbon Invited Professor in the Faculty of Science and Technology of the New University of Lisbon for the course in Economics of Renewable Energy of the Master in Renewable Energies (MERCEUS). Adjoint Professor 2001 2007 ISEL - Polytechnic Institute of Lisbon Adjoint Professor in the Department of Electrical Engineering and Automation of the Polytechnic Institute of Lisbon. Page 1 of 11

Head of the Power Systems Unit and coordinator of the bachelor degree in Electrical Engineering. Teaching courses: Energy Economics, Production and Transmission of Electricity, Mathematical Programming and Information Systems. Assistant Professor 1998 2001 ISEL - Polytechnic Institute of Lisbon Assistant Professor in the Department of Electrical Engineering and Automation of the Polytechnic Institute of Lisbon. Teaching courses: Energy Management, Production and Transmission of Electricity, Information Systems and Circuit Analysis. Invited Lecturer 2000 2001 SEUA - State Engineering University of Armenia Invited lecturer in the framework of Tempus Tacis Project for undergraduate students and staff from the Armenian electricity industry. Responsible for the courses in Power Systems Economics, Economical Analysis of Power Systems Utilities, Models for Energy Systems and Economic Regulation of Power Utilities. Senior Energy Engineer 1997 1998 EDP - Electricity of Portugal Senior Energy Engineer in the High Voltage Department of the Portuguese electrical utility for the areas of power transformers economic performance, electric power quality and protection of transmission lines against lightning strokes. Consulting Engineer 1995 1996 EDF - Electricity of France (Clamart / France) Consulting Staff Engineer in the Research and Development Division of EDF, working for the project ARENE (real-time digital simulator of electric grids). Research Engineer 1994 1996 INTERG - Institute of Energy Research studies in simulation and modelling of energy systems. Organizing Committee Staff Member for the international conferences IPST'95 (Lisbon) and PSCC'96 (Dresden). Laboratory Monitor 1994 1995 IST - Technical University of Lisbon Monitor in the high voltage laboratory for the courses of Introduction to Electrical Engineering. Courses C O U R S E S & C O N F E R E N C E S Statistics Applied to Electrical Engineering Problems, ISEL, 2011. Power Market Drivers - E urope, Montel Power News, Dusseldorf, 2008. Empirical Methods for Industrial Organization, Portuguese Competition Authority, 2004. Investment and Trading in Electricity Markets, Decision Systems International, 2003. Energy Trade: Possibilities in Liberalized Markets, EES-UETP, 1999. Computation of Electromagnetic Transients, Lecturer, EES-UETP, 1999. Electrical Power Quality, EES-UETP, 1998. Artificial Neural Networks for Power Systems Applications, EES-UETP, 1997. Lightning Protection in Power Systems, EES-UETP, 1995. Computer Simulation of Transients in Power Systems, EES-UETP, 1994. Page 2 of 11

Electromagnetic Compatibility, EES-UETP, 1994. Conferences EEM14 11 th International Conference on the European Energy Market, Krakow, May 2014. EEM13 10 th International Conference on the European Energy Market, Stockholm, Maio 2013. DEXA 2013 24th International Conference on Database and Expert Systems Applications, Prague, Aug. 2013. IATEM 2013 - International Workshop on Intelligent Agent Technology, Power Systems and Energy Markets, workshop da conferência DEXA 2013 2 4th International Conference on Database and Expert Systems Applications, Prague, Aug. 2013. DEXA 2012-23rd International Conference on Database and Expert Systems Applications, Viena, Austria, Sept. 2012 IATEM 2012 - First International Workshop on Intelligent Agent Technology, Power Systems and Energy Markets, workshop da conferência DEXA 2012-23rd International Conference on Database and Expert Systems Applications, Viena, Austria, Sept. 2012. Energy Night, MIT Portugal Energy Club, Lisboa, 1 Junho 2012. EEM 12 9 th International Conference on the European Energy Market, Florence, Italy, May 2012. SEE 2011 Seminário sobre Energia Elétrica em Angola, Luanda, September 2011. CLME 2011-6 º Congresso Luso- Moçambicano de Engenharia, Maputo, August/September 2011. EEM 11 8 th International Conference on the European Energy Market, Zagreb, May 2011. EEM 10 7 th International Conference on the European Energy Market, Madrid, June 2010. Does the power grid constrains the goal of the energy policy? Perspectives of the main players, ELECPOR, Lisbon, Novembro 2010. EEM 09 6 th International Conference on the European Energy Market, Leuven, May 2009. Wind Energy Regulation and Socio- Economic Impacts, University of Vigo, Vigo, November 2008. JETC 08 - IV Forum of Electronics and Telecommunications Enegineering, ISEL/DEETC, Lisbon, November 2008. 2020 Horizon More or less electricity?, ELECPOR / UNESA, Lisbon, November 2008. EEM 08 - The European Electricity Market Conference 2008, Lisbon, May 2008. The Iberian Electricity Market The next 5 years, ELECPOR / UNESA, Lisbon, October 2007. Cambridge- M IT Electricy Policy Conference: Policies for a Sustainable and Secure Electricity Market, MIT/Univ. Cambridge, London, September 2007. EEM 07 - The European Electricity Market Conference 2007, Cracow, May 2007. Organization and Regulation of Energy Markets, IED, Lisbon, November 2006. EEM 06 - The European Electricity Market Conference 2006, Warsaw, May 2006. A ustralasian Universities Power Engineering Conference 2005, paper presentation, Hobart 2005. 15 th Power Systems Computation Conference 2005, paper presentation, Liège, 2005. The C arbon Economy, Portuguese Energy Association, Lisbon, May 2005. International Congress on Energy and Environment Engineering and Management, ESTG/EII, paper presentation, Portalegre, May 2005. Regional markets for renewable energy: The Guarantee of Origin as the new currency, AIB, Eurelectric, RECS, Lisbon, March 2005. Iberian Electricity Market Impacts on the Portuguese E conomy, ANIMEE, APIEE, Portuguese Engineering Association, Lisbon, March 2004. Page 3 of 11

8 th Portuguese- Spanish Congress in Electrical Engineering, paper presentation, Vilamoura, July 2003. 6 th Electrical Engineering College Meeting, paper presentation, Portuguese Engineering Association, Lisbon, May 2003. Implementing the Internal Market for Energy in Europe, Ministry of Economics, Lisbon, 2000. 6 th Portuguese- Spanish Congress on Electrical Engineering, Lisbon, 1999. The Portuguese Engineering in the World, poster presentation, Portuguese Engineering Association, Lisbon, 1998. 5 th Portuguese- Spanish Congress on Electrical Engineering, paper presentation, Salamanca, 1997. International Conference on Power Systems Transients 97, paper presentation, Seattle, 1997. 12 th Power Systems Computation Conference 96, Dresden, 1996. International Conference on Power Systems Transients 95, paper presentation, Lisbon, 1995. The Portuguese Engineering for the Next Century, Portuguese Engineering Association, Lisbon, 1994. Thesis S C I E N T I F I C P U B L I C A T I O N S Liberalized Electricity Markets Integration with Applications to the IBELM, PhD Thesis, FEUNL, 2005. Frequency-Dependent Transmission Line Modelling for a Real-Time Simulator, Master Thesis, IST, 1997. Transmission Line Parameters for Real-Time Simulation of Electromagnetic Transients, Stage Report, Portuguese Engineering Association, 1997. Fault Arc Modelling in EMTP, Licenciate Thesis, IST, 1994. Journal papers J. Lagarto, J. Sousa, A. Martins, P. Ferrão, Market power analysis in the Iberian electricity market using a conjectural variations model, ENERGY (Elsevier), Vol. 76, 292-305, 2014. J. Sousa, F. Teixeira, Sérgio Faias, Impact of a price-maker pumped storage hydro unit on the integration of wind energy in power systems, ENERGY (Elsevier), Vol. 69, 3-11, 2014. P. Trigo, J. Sousa, P. Marques, Multi-agent Simulation of Electricity Markets Economically-Motivated decision-making, International Journal of Computer Science and Electronics Engineering (IJCSEE), Vol. 1, Issue 2, 2013. S. Faias, J. Sousa, F. Reis, R. Castro, Assessment and Optimization of Wind Energy Integration Into the Power Systems: Application to the Portuguese System, IEEE Trans. on Sustainable Energy, Vol. 3, No. 4, October 2012. P. F. Correia, P. M. S. Carvalho, L. A. F. M. Ferreira, J. Guedes, J. Sousa, Power Plant Multistage Investment Under Market Uncertainty, IET Journal of Generation, Transmission and Distribution, Vol. 2, No. 1, January 2008. J. Sousa, M.T. Correia de Barros, Contribuição Portuguesa para o Simulador ARENE da Electricité de France, INGENIUM, 2 nd Series, Nº39, pages 71-73, July 1999. Page 4 of 11

Conference proceedings H. Algarvio, F. Lopes, J. Sousa, J. Lagarto, A Trader Portfolio Optimization of Bilateral Contracts in Electricity Markets, Database and Expert Systems Applications (DEXA 2014), pp. 114-118, IEEE Computer Society Press, 2014. F. Lopes, H. Algarvio, J. Sousa, H. Coelho, T. Pinto, G. Santos, Z. Vale, I. Praça, Multi-agent Simulation of Bilateral Contracting in Competitive Electricity Markets, Database and Expert Systems Applications (DEXA 2014), pp. 131-135, IEEE Computer Society Press, 2014. H. Algarvio, F. Lopes, J. Sousa, J. Lagarto, Power Producers Trading Electricity in both Pool and Forward Markets, Database and Expert Systems Applications (DEXA 2014), pp. 139-143, IEEE Computer Society Press, 2014. J. Pereira, R.A. Ferreira, J. Sousa, J. Lagarto, A. Martins, Optimizing the Renewable Generation Mix in the Portuguese Power System based on Temporal and Spatial Diversity, EEM14-11th International Conference on the European Energy Market, May 2014. A. Ramalho, J. Sousa, P. Trigo, Investment Focused Strategies in Electricity Markets using the ITEM-Game Simulator, EEM14-11th International Conference on the European Energy Market, May 2014. F. Lopes, H. Algarvio, C. Ilco, J. Sousa, Agent-based Simulation of Retail Electricity Markets: Bilateral Contracting with Demand Response, IATEM 2013 - International Workshop on Intelligent Agent Technology, Aug. 2013. E. Carvalho, J. Sousa, M. Ventim Neves, Increasing Wind Energy Targets with the Integration of Electric Vehicles: An application to the Portuguese Case, EEM 13-10th International Conference on the European Energy Market, May 2013. J. Sousa, A. Martins, Optimal Renewable Generation Mix of Hydro, Wind and Photovoltaic for Integration into the Portuguese Power System, EEM 13-10th International Conference on the European Energy Market, May 2013. R. Faria, J. Sousa, A. Martins, J. Lagarto, Modeling the Strategic Behavior of the Iberian Electricity Market Producers using Time Series Analysis, EEM 13-10th International Conference on the European Energy Market, May 2013. J. Bolas, J. Sousa, A. Martins, J. Lagarto, Electricity Spot Prices Structural Changes in the Iberian Electricity Market, EEM 13-10th International Conference on the European Energy Market, Estocolmo, Maio 2013. F. Teixeira, J. Sousa, S. Faias, A Pumped Storage Hydro Unit Operation with Increasing Degrees of Market Power: Standalone and Portfolio Integration, EEM 13-10th International Conference on the European Energy Market, May 2013. F. Lopes, C. Ilco, J. Sousa, Bilateral Negotiation in Energy Markets: Strategies for Promoting Demand Response, EEM 13-10th International Conference on the European Energy Market, May 2013. F. Teixeira, J. Sousa, S. Faias, Trading a Pumped Storage Hydro in a Liberalized Electricity Market with Increasing Degrees of Market Power, ICEE International Conference on Energy and Environment, May 2013. F. Lopes, T. Rodrigues, J. Sousa, Negotiating Bilateral Contracts in a Multi- Agent Electricity Market: A Case Study, IATEM 2012 - First International Workshop on Intelligent Agent Technology, Austria, 2012. E. Carvalho, J. Sousa, M. Ventim Neves, S. Faias, Is the electric vehicle a solution for the wind power integration in the Portuguese power system?, EEM 12-9 th International Conference on the European Energy Market, Italy, 2012. Page 5 of 11

J. Lagarto, J. Sousa, A. Martins, P. Ferrão, Price forecasting in the dayahead Iberian elec-tricity market using a conjectural variations ARIMA model, EEM 12-9 th International Conference on the European Energy Market, Italy, 2012. F. Teixeira, J. Sousa, S. Faias, How market power affects the behavior of a pumped-hydro unit in a liberalized electricity market?, EEM 12-9 th International Conference on the European Energy Market, Italy, 2012. E. Eusébio, J. Sousa, M. Ventim Neves, Commercial agents potfolio optimization in electricity markets, EEM 12-9 th International Conference on the European Energy Market, Italy, 2012. N. Gonçalves, S. Faias, J. Sousa, Biomass CHP Technical and Economic Assessment applied to a Sawmill Plant, ICREPQ 12 - International Conference on Renewable Energies and Power Quality, Santiago de Compostela, Spain, 2012. M. Loureiro, P. Carvalho, J. Sousa, Multimarket Optimal Strategies Under Uncertainty for a Price-Taker Thermal Power Producer, PSCC - 17 th Power Systems Computation Conference, Stockholm, August 2011. S. Faias, J. Sousa, R. Castro, Environmental Dispatch of the Portuguese Power System for CO2 Emissions Reduction, EEM 11-8 th International Conference on the European Energy Market, Zagreb, May 2011. J. Lagarto, J. Sousa, A. Martins, Application of a Game Theory Model to Analyze the Competitive Behavior in the Iberian Electricity Market, EEM 11-8 th International Conference on the European Energy Market, Zagreb, May 2011. J. Pinto, J. Sousa, M. Ventim Neves, The Value of a Pumping-Hydro Generator in a System with Increasing Integration of Wind Power, EEM 11-8 th International Conference on the European Energy Market, Zagreb, May 2011. L. Ramos, J. Sousa, T. Silva, R. Jerónimo, J. Allen Lima, A Risk Management Model for Trading Electricity in the Spot Market and through Bilateral Contracts, EEM 10-7 th International Conference on the European Energy Market, Madrid, June 2010. J. Lagarto, J. Sousa, A. Martins, The Impact of the Iberian Electricity Market on the Competitive Behavior of Generating Companies using a Conjectural Variations Approach, EEM 10-7 th International Conference on the European Energy Market, Madrid, June 2010. S. Faias, J. Sousa, R. Castro, Strategies for the Integration of Wind Energy into the Grid: An Application to the Portuguese Power System, EEM 10-7 th International Conference on the European Energy Market, Madrid, June 2010. V. Maló Machado, J. Borges, J. Sousa, Accurate Magnetic Field Evaluation for Overhead Power Lines, ISEF 2009, International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineeering, Arras, France, Sept. 10-12, 2009, (Book of Digests, pp. 309-310, ISBN 978-2-84832-115-8). J. Borges, V. Maló Machado, J. Sousa, Cálculo do Campo Eléctrico e Magnético em Linhas de Transmissão de Energia com Visualização 2D e 3D, CLME 2008-5º Congresso Luso-Moçambicano de Engenharia, Mozambique, September 2008. V. Moutinho, J. Sousa, Market Power and Strategic Decisions in the Spanish Electricity Market, EEM 08-5 th International Conference on the European Electricity Market, Lisbon, May 2008. S. Faias, P. Santos, F. Matos, J. Sousa, R. Castro, Evaluation of Energy Storage Devices for Renewable Energies Integration: Application to a Page 6 of 11

Portuguese Wind Farm, EEM 08-5 th International Conference on the European Electricity Market, Lisbon, May 2008. S. Faias, J. Sousa, R. Castro, Contribution of Energy Storage Systems in Power Generation and Demand Balancing with Increasing Integration of Renewable Sources: Application to the Portuguese Power System, EPE 2007-12 th European Conference on Power Electronics and Applications, Aalborg, September 2007. J. Lagarto, J. Sousa, The CO 2 Pass-Through To Electricity Prices in the Spanish Electricity Market, EEM 07: The European Electricity Market, Cracow, May 2007. J. Sousa, J. Lagarto, How Market Players Adjusted Their Strategic Behaviour Taking Into Account The CO 2 Emission Costs - An Application To The Spanish Electricity Market, EEM 07: The European Electricity Market, Cracow, May 2007. S. Faias, J. Sousa, R. Castro, Estimating Future Power Generation Unbalance in the Portuguese Power System due to Increasing Integration of Renewable Sources, Powereng - International Conference on Power Engineering, Energy and Electrical Drives, Setúbal, April 2007. S. Faias, J. Sousa, R. Castro, Forecasting the Impact of Increasing Integration of Renewable Sources in the Power Unbalance during Peak and Off-Peak Hours, ICREPQ 07 - International Conference on Renewable Energies and Power Quality, Sevilla, March 2007. S. Faias, J. Sousa, R. Castro, Energias Renováveis no Desequilíbrio entre a Produção e o Consumo: Perspectivas para Portugal no período 2010-2025, IST Fórum Energia - Outono 06, Instituto Superior Técnico, Lisbon, November 2006. J. Sousa, The Future Iberian Electricity Market Impact on the Portuguese and Spanish Power Producers using a Conjectural Variations Model, EEM 06: The European Electricity Market, Warsaw, May 2006. J. Lagarto, J. Sousa, T. Lie, Measuring Market Power in The Spanish Electricity Market Using a Conjectural Variations Approach, EEM 06: The European Electricity Market, Warsaw, May 2006. J. Gomes, J. Sousa, J. Borges, J. Lagarto, Strategic Bidding Analysis in the Spanish Electricity Market Using a Cluster Approach, EEM 06: The European Electricity Market, Warsaw, May 2006. J. Borges, A. Silva, L. Martins, J. Sousa, Emissions Trading Impact on the Iberian Electricity Market, EEM 06: The European Electricity Market, Warsaw, May 2006. J. Sousa, Impact of Regional Electricity Markets Integration on Pool Prices: An application to the Iberian Electricity Market, AUPEC 2005, Hobart, September 2005. J. Sousa, J. Lagarto, R. Pestana, Spot Price Simulation and Volatility Analysis in the Iberian Electricity Market, 15 th Power Systems Computation Conference, Liège, August 2005. J. Sousa, B. Pinto, N. Rosa, V. Mendes, J.E. Barroso, Emissions trading impact on the power industry with application to the Iberian Electricity Market, IEEE/PowerTech, St. Petersburg, June 2005. F. Matos, J. Sousa, V. Mendes, Os Certificados Verdes: Promoção das Energias Renováveis no espaço Ibérico, Energy and Environment Engineering and Management, Portalegre, May 2005. J. Sousa, V. Mendes, The Iberian Electricity Market - Impacts on power producer profits, consumer surplus and social welfare in the wholesale market, ENERGEX 2004, Lisbon, May 2004. Page 7 of 11

N. Domingues, J. Sousa, P. Correia, Electricity Markets Simulation - An application to the Iberian Electricity Market (MIBEL), ENERGEX 2004, Lisbon, May 2005. J. Sousa, V. Mendes, Integration of Electricity Markets: Impacts on Power Producer Profits, Consumer Surplus and Social Welfare, 8th Portuguese-Spanish Congress in Electrical Engineering, July 2003. J. Sousa, Integração de Mercados de Energia Eléctrica: Implicações nos lucros das empresas produtoras, no excedente dos consumidores e no bem-estar social, 6 th Electrical Engineering College Meeting, May 2003. J. Sousa, M.T. Correia de Barros, M. Covas, A. Simões, Harmonics and Flicker Analysis in Arc Furnace Power Systems, IPST 99, Budapest, 1999. M.T. Correia de Barros, J. Festas, H. Milheiras, N. Felizardo, M. Fernandes, J. Sousa, Methodologies for Evaluating the Lightning Performance of Transmission Lines, ICOLIM 98, Lisbon, 1998. J. Sousa, M.T. Correia de Barros, Olivier Huet, Modelo de Linha de Transmissão de Energia para Simulação Digital em Tempo Real, 5 th Portuguese-Spanish Congress, Salamanca, 1997. J. Sousa, M.T. Correia de Barros, Olivier Huet, Frequency-Dependent Transmission Line Modelling for a Real-Time Simulator, IPST 97, Seattle, 1997. J. Sousa, D. Santos, M.T. Correia de Barros, Fault Arc Modelling in EMTP, IPST 95, Lisbon, 1995. Poster J. Sousa, M.T. Correia de Barros, Contribuição Portuguesa para o Simulador ARENE da EDF - Simulação Digital em Tempo Real de Transitórios em Sistemas de Energia Eléctrica, Portuguese Engineering Association Conference, Lisbon, 1998. Invited Speaker J. Sousa, The European Energy Policy for Competitiveness, Sustainablility and Security of Supply, SEE 2011 Electricity Seminar, Luanda, September 2011. J. Sousa, From the ideia to the business: A case study, Poliempreende, ISEL, November 2009. J. Sousa, Portugal and the 3 rd Energy Package on the European Energy Market, 4ª Expo Energia, Taguspark, November 2009. J. Sousa, The wind power in Portugal: Incentives and future perspectives, University of Vigo, Spain, November 2008. J. Sousa, From the ideia to the business: A case study, Poliempreende, ISEL, November 2008. J. Sousa, The Scientific Research as a Creative Act, JETC 08 / Fórum Jovens Investigadores, ISEL, November 2008. J. Sousa, Electricity Markets and Market Integration - The European and Iberian Perspective, University of Cape Town, África do Sul, Abril 2006. J. Sousa, The Iberian Electricity Market - Impacts on power producer profits, consumer surplus and social welfare in the wholesale market, Lusófona University, January 2004. Page 8 of 11

C O N S U L T I N G EDP Energy of Portugal J. Sousa, M. Fernandes, F. Reis, S. Faias, Network Studies for the High Voltage Electricity Grid in Angola: Generation, Transmission and Interconnection of new Hydro and Gas Power Plants, EDP Internacional for the Angola Energy and Water Ministry, 2011. J. Sousa, S. Faias, BRAIN Energy Return on Energy Invested for the Main Tecnhologies of the Energy Sector, 2010. J. Sousa, J. Lagarto, J. Borges, P. Trigo, P. Marques, +MUR Development and implementation of an upgraded market model in the MUR risk management system, 2007/08. J. Sousa, J. Borges, J. Gomes, Analysis, tests and recommendations for the MUR risk management system, 2006. J. Sousa, J. Lagarto, J. Borges, J. Gomes, Bidding Strategies in the Spanish Electricity Market Taking into Account the CO 2 Emission Costs, 2005/06. L.M. Ferreira, P.Carvalho, P. Correia, J.L. Guedes, J. Sousa, Investments in Generation Assets using Real Options Analysis, 2005. J. Sousa, J. Borges, L. Martins, A. Silva, Emissions Trading Impact on the Iberian Electricity Market, 2004. J. Sousa, N. Rosa, B. Pinto, Emissions Trading Impact on the Power Industry, 2003. CESO CI F. Mil Homens, J. Sousa, Analysis and modeling of the Power System in Angola, CESO CI for the Ministry of Planning of Angola, 2007/08. Galp Energy J. Sousa, Modeling and Simulation of Electricity Markets, 2010. J. Sousa, A. Baptista, F. Matos, System for Remote Control of Fuels, 2007. Cenor J. Sousa, Long-term Electricity Price Forecasting in the Iberian Market and Green Certificates Perspectives, 2007. Portuguese Competition Authority J. Sousa, Electricity and Gas Markets in Portugal, 2003. INETI - National Institute of Engineering, Technology and Inovation J. Sousa, V. Fernandes, C. Lourenço, P. Silva, Environmental and Electric Impacts of the Wave Energy in Portugal, INETI, 2003. EDP - Labelec A. Simões, M. Covas, M.T. Correia de Barros, J. Sousa, Harmonics and Flicker Analysis in Arc Furnace Power Systems, INTERG / LABELEC, 1998. J. Sousa, Power Quality, 1998. J. Sousa, The Impact of the Overcharges on the power Transformers, 1998. J. Sousa, System Failures Diagnosys applied to Substations, 1997. EDF Electricité de France J. Sousa, M.T. Correia de Barros, Transmission Line Modelling for Digital Real-Time Simulation of Electromagnetic Transients, EDF / INTERG, 1995/96. J. Sousa, M.T. Correia de Barros, Calculation of Frequency Dependent Transmission Line Parameters, EDF / INTERG, Maio 1996. Page 9 of 11

J. Sousa, M.T. Correia de Barros, Direct Phase-Domain Transmission Line Modelling with Frequency Dependent Parameters, EDF / INTERG, Novembro 1995. A W A R D S National Electric Grid Award for Master Thesis (REN Portuguese Electric Grid), 2500, 1999. National Electric Grid Award for Final Year Projects (REN Portuguese Electric Grid), 1800, 1995. G R A N T S Amélia de Mello Foundation, Research grant in Market Economics, 2003. FCT - Science and Technology Foundation, Ph.D. grant in Economics, 1998. FCT - Science and Technology Foundation, Master grant in Engineering, 1996. INTERG Institute of Energy, Research grant, 1996. European Union, Erasmus grant for exchange undergraduate students, 1995. L A N G U A G E S English Fluent in reading, speaking and writing. Certificate of Proficiency in English from the University of Cambridge. Lived in Bath (England) for six months. French Fluent in reading and speaking. Good knowledge in writing. Lived and worked in France for one year. Spanish Good knowledge in reading and speaking. Portuguese Mother language. S O F T W A R E A N D P R O G R A M M I N G Microsoft Office: Word, Excell, PowerPoint, Access, Explorer. Programming languages: C and Pascal. Specific tools: EMTP, ATP and PSS/E (power systems), MATLAB and MATHCAD (numerical and graphics), SPSS (statistics), Rats (time-series analysis), GAMS. A F I L I A T I O N S & P O S I T I O N S Portuguese Engineering Association Electrical Engineering College. Portuguese Economics Association. IEEE / Power & Energy Society. Researcher at INESC-ID Lisboa. Page 10 of 11

Researcher at the CIEEE Center for the Inovation in Electrical and Energy Engineering / Technical University of Lisbon and member of the executive board (2010-2013). International Associate Researcher at the MIT/Center for Energy and Environmental Policy Research (2008-2011). Head of the Power System Division at ADESPA/ISEL (2010-2014). President of the Electrical Engineering Department at ISEL (since 2014). Director of the post-graduate course on Renewable Energy (EGER), ADEEEA/ISEL, 2014. Head of the research group GiSE Grupo de Investigação em Sistemas de Energia, ISEL (since 2012). Chairman of the EEM15-12 th International Conference on the European Energy Market. Chairman of the EEM08-5 th Electricity Market. International Conference on the European Steering Committee Member of the EEM International Conference on the European Energy Market. Page 11 of 11