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Gouveia, JP, Seixas J.  2016.  Unraveling electricity consumption profiles in households through clusters: Combining smart meters and door-to-door surveys. Energy and Buildings. 116:666–676. AbstractWebsite

Improvements of energy efficiency and reduction of Electricity Consumption (EC) could be pushed by increased knowledge on consumption profiles. This paper contributes to a comprehensive understanding of the EC profiles in a Southwest European city through the combination of high-resolution data from smart meters (daily electricity consumption) with door-to-door 110-question surveys for a sample of 265 households in the city of Évora, in Portugal. This analysis allowed to define ten power consumption clusters using Ward's method hierarchical clustering, corresponding to four distinct types of annual consumption profiles: U shape (sharp and soft), W shape and Flat. U shape pattern is the most common one, covering 77% of the sampled households.
The results show that three major groups of determinants characterize the electricity consumption segmentation: physical characteristics of a dwelling, especially year of construction and floor area; HVAC equipment and fireplaces ownership and use; and occupants’ profiles (mainly number and monthly income).
The combination of the daily EC data with qualitative door-to-door survey-based data proved to be a powerful data nutshell to distinguish groups of power consumers, allowing to derive insights to support DSOs, ESCOs, and retailers to design measures and instruments targeted to effective energy reduction (e.g. peak shaving, energy efficiency).

Gouveia, JP, Seixas J, Shiming L, Bilo N, Valentim A.  2015.  Understanding electricity consumption patterns in households through data fusion of smart meters and door-to-door surveys, 1–6 June. eceee 2015 Summer Study on energy efficiency. , Club Belambra Les Criques, Presqu’île de Giens. Toulon/Hyères, France: ECEEE
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Seixas, J, Fortes P, Simões S, Gouveia JP.  2017.  Trajetórias de descarbonização e impactos na matriz energética [Pathways for the decarbonisation and impact in the energy matrix] , 14 December. Conferência A transição energética na Península Ibérica - Associação Portuguesa de Economia da Energia [Conference on the energy transition in the Iberian Peninsula of the APEEN – Portuguese Association for Energy Economy]. , ISCTE. Instituto Universitário de Lisboa. Lisboa, Portugal: APEEN
Gregório, V, Simões S, Seixas J.  2015.  Trade- offs between climate change adaptation and mitigation strategies for resilient cities: the case of thermal comfort in households under the ClimAdapt.Local project, 2-4 September. World Symposium on Climate Change Adaption. , Manchester, United Kingdom
Gouveia, JP, Seixas J.  2016.  Tracking fuel poverty with smart meters: the case of Évora, 4-5 February. Energy Economics Iberian Conference. , ISEL, Lisbon
Fortes, P, Simões S, Seixas J, van Regemorter D.  2009.  Top-down vs. Bottom-up modeling to support climate policy - Comparative analysis for the Portuguese economy. , 7-10 September. 10th IAEE European Conference. Energy, Policies and Technologies for Sustainable Economies.. , Viena, Austria: International Association of Energy Economics
Fortes, P, Simões S, Seixas J, Regemorter DV, Ferreira F.  2013.  Top-down and bottom-up modelling to support low-carbon scenarios: climate policy implications. Climate Policy. 13:285–304., Number 3 AbstractWebsite

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Gouveia, JP, Dias L, Fortes P, Seixas J.  2012.  TIMES_PT: Integrated Energy System Modeling. 1st Int'l Workshop on Information Technology for Energy Applications (IT4ENERGY'2012). , Lisbon, Portugal: Vol. 923 of CEUR Workshop Proceedings, ISSN 1613-0073
Palma, P, Gouveia JP, Seixas J, Simões S.  2017.  Thermal Comfort in the Portuguese Households: Mapping Energy Needs at Civil Parish Level, . 21-22 Sep.. ME3 Conference - Meeting on Energy and Environmental Economics. , Aveiro
Palma, P, Gouveia JP, Seixas J, Simões S.  2017.  Thermal Comfort in the Portuguese Households: Mapping Energy Needs at Civil Parish Level. ME3 Conference - Meeting on Energy and Environmental Economics. , Aveiro, Portugal. 21-22 September, http://www.ua.pt/degeit/me3/
Simoes, S, Huppes G, Seixas J.  2015.  A Tangled Web: Assessing overlaps between energy and environmental policy instruments along the electricity supply chain. Environmental Policy and Governance.
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Barbosa, J, Brás T, Seixas J.  2016.  The Sustainable Development Goals in a NEXUS perspective among the food trade market – focus on the EU agri-food import dependency, 21-22 Sep.. Fourth Annual International Conference on Sustainable Development. , New York, USA: Columbia University
Pardo-García, N, Simoes SG, Dias L, Sandgren A, Suna D, Krook-Riekkola A.  2019.  Sustainable and Resource Efficient Cities Platform – SureCity holistic simulation and optimization for smart cities. Journal of Cleaner Production. 215:701-711,doi:https://doi.org/10.1016/j.jclepro.2019.01.070.
Fortes, P, Dias L, Seixas J.  2016.  The sustainability of future scenarios of the Portuguese power system, 13-15 July . 22nd Annual International Sustainable Development Research Society Conference . , Lisbon, Portugal
Barbosa, JP, Dias L.  2016.  Solar Power Deployment In Brazil – Testing Electric Vehicles As The Wheel To Promote Solar Power, 11-14 October . 11th ISES EuroSun Conference . , Palma Mallorca, Spain
Gouveia, JP, Seixas J, Giannakidis G.  2016.  Smart City Energy Planning: Integrating Data and Tools, April 11-15. AW4City - International World Wide Web Conference. , Montréal, Québec, Canada.
Simões, S, Cleto J, Fortes P, Seixas J.  2009.  The Savings of Energy Saving: Quantifying interactions between energy supply and demand side policies for Portugal, 1-6 June. ECEEE - European Council for an Energy Efficient Economy 2009 Summer Study. , La Colle sur Loup. France
Simoes, S, Seixas J, Fortes P, Huppes G.  2014.  The savings of energy saving: Interactions between energy supply and demand-side options-quantification for Portugal. Energy Efficiency. 7:179–201. Abstract

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Gouveia, JP, Seixas J, Labriet M, Fortes P, Gargiulo M.  2012.  The Role of CCS in the Iberian Peninsula: Contribution for a regional roadmap, 9-12 September. 12th IAEE European Conference, Energy challenge and environmental sustainability. , Venice, Italy: International Association of Energy Economics
Simoes, SG, Barbosa J, Fazendeiro L, Seixas J.  2017.  The Return of H2 – Challenges of Modelling H2 in TIMES, 11-12 December . 72nd Semi-annual ETSAP meeting. , Zurich, Switzerland: ETH Zurich
Seixas, J, Fortes P, Dias L.  2013.  Renewable Power Cost Supply Curves - TIMES_PT: Portugal, 17 June. IRENA-ETSAP Joint Session. , Paris, France: International Renewable Energy Agency – The Technology Systems Analysis Program
Cleto, J, Simões S, Fortes P, Seixas J.  2008.  Renewable Energy Sources Availability under Climate Change Scenarios – impacts on the Portuguese Energy System, 28-30 May. 5th International Conference on the European Electricity Market. , Lisbon, Portugal
van den Broek, M, Mesquita P, Carneiro J, Silva J, Berghout N, Ramirez A, Gouveia JP, Seixas J, Cabal H, Martinez R, Rimi A, Boavida D, Tosato GC.  2012.  Region specific challenges of a CO2 pipeline infrastructure in the West Mediterranean area - Model results versus stakeholder views., 18-22 November. GHGT_11, on “CCS technology assessment and system integration”. , Kyoto International Conference Center, Japan.
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Gouveia, JP, Seixas J, Labriet M, Fortes P, Gargiulo M.  2013.  Prospective scenarios for the adoption of CCS technologies in the Iberian Peninsula. Sustainable Energy Technologies and Assessments. 2:31–41. AbstractWebsite

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Gouveia, JP, Fortes P, Seixas J.  2012.  Projections of energy services demand for residential buildings: Insights from a bottom-up methodology. Energy. 47:430–442., Number 1: Elsevier Ltd AbstractWebsite

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