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Eduardo José Airoso Barrela é investigador bolseiro na Universidade de Lisboa Centro de Recursos Naturais e Ambiente e aluno de Doutoramento em Engenharia de Petróleos do Instituto Superior Técnico. Atua na área de Ciências da engenharia e tecnologias com ênfase na Engenharia do Petróleo. Nas suas atividades profissionais interagiu com 5 colaboradores em coautorias de trabalhos científicos. Interesses de investigação: Engenharia de Reservatórios, Geoestatística, Machine Learning e Quantificação da Incerteza. Em particular: - Modelização e quantificação da incerteza em reservatórios petrolíferos; - Modelização inversa no ajuste de histórico de produção; - Optimização estocástica; - Inferência Bayesiana; - Integração de dados/conhecimento em modelos estatísticos; - Abordagens baseadas em técnicas de Machine learning e Data Mining para a modelização de reservatórios petrolíferos e para quantificação de incerteza. Atualmete: Investigador Doutoramento no Instituto Superior Técnico/CERENA – Centro de Recursos Naturais e Ambiente. Currículo Académico: Mestrado em Engenharia do Petróleo (2016) no Universidade de Lisboa - Instituto Superior Técnico. Tese de mestrado intitulada “Geostatistical History Matching coupled with Adaptive Stochastic Sampling: A zonation-based approach using Direct Sequential Simulation”. Mestrado em Engenharia Civil (2010) na Universidade Nova de Lisboa – Faculdade de Ciências e Tecnologia, Tese de mestrado intitulada “Comportamento reológico do betão autocompactável: Influência dos materiais constituintes no estado fresco”.
Identification

Personal identification

Full name
Eduardo José Airoso Barrela

Citation names

  • Barrela, Eduardo

Author identifiers

Ciência ID
8412-84F9-82E8
ORCID iD
0000-0002-0258-8069

Telephones

Telephone
  • (+351) 218417425 (Professional)

Addresses

  • Instituto Superior Técnico, Av. Rovisco Pais, no. 1, 1049-001, Lisboa, Lisboa, Portugal (Professional)

Knowledge fields

  • Engineering and Technology - Environmental Engineering - Petroleum Engineering, Energy and Fuels
  • Engineering and Technology - Civil Engineering - Construction Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Spanish; Castilian Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2)
French Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2)
Education
Degree Classification
2014/09/01 - 2016/10/31
Concluded
Engenharia de Petróleos (Mestrado integrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Geostatistical history matching coupled with adaptative stochastic sampling. A zonation-based approach using direct sequential simulation." (THESIS/DISSERTATION)
18
2003/10/01 - 2010/10/01
Concluded
Engenharia Civil (Mestrado integrado)
Major in Construção
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
"Comportamento Reológico do Betão Autocompactável - Influência dos materiais constituintes no estado fresco" (THESIS/DISSERTATION)
12
1998/10/01 - 2002/10/01
Attended
Engenharia Informática (Mestrado)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
Affiliation

Others

Category
Host institution
Employer
2017/03/01 - Current Bolseiro de Investigação Universidade de Lisboa Centro de Recursos Naturais e Ambiente, Portugal
2015/02/06 - 2017/02/28 Consultor de Engenharia Civil Monteiro e Irmão, Lda., Portugal
2014/02/01 - 2014/05/31 Diretor de Construção e Planeamento Sade - Compagnie Generale de Travaux d'Hydraulique S.A., Portugal
2013/08/01 - 2014/01/15 Fiscalização de Obra CEVEL - Carvalho e Vedor Lda., Portugal
2012/04/01 - 2013/01/15 Engenheiro Civil Diretor de Obra Britalar Sociedade de Construções S.A., Portugal
Outputs

Publications

Conference paper
  1. Barrela, E.; Rakha, M.; Azevedo, L.; Soares, A.. "Enhancing the Exploration of the Model Parameter Space on Geostatistical History Matching.". Paper presented in 80th EAGE Conference and Exhibition 2018, Copenhaga, 2018.
    Published • 10.3997/2214-4609.201800838
  2. Barrela, Eduardo; Azevedo, Leonardo; Soares, Amílcar; Guerreiro, Luís. "Integrating consistent streamline regionalization and multi-local distribution functions into geostatistical history matching: A real case application.". Paper presented in RD Petro Conference and Exhibition, 2018, Abu Dhabi, 2018.
    Published • 10.1190/rdp2018-35367099.1
  3. Barrela, E.; Azevedo, L.; Demyanov, V.. "Geostatistical History Matching - A Zonation-based Approach Using Direct Sequential Simulation.". Paper presented in 79th EAGE Conference and Exhibition 2017, Paris, 2017.
    Published • 10.3997/2214-4609.201700970
Journal article
  1. Barrela, Eduardo; Vasily Demyanov; Azevedo, Leonardo. "Coupling geologically consistent geostatistical history matching with parameter uncertainty quantification.". Mathematical Geosciences (2018):
    Under revision
Magazine article
  1. Barrela, Eduardo. "Geostatistical history matching coupled with adaptative stochastic sampling. A zonation-based approach using direct sequential simulation.", Ingenium, 2017
Thesis / Dissertation
  1. Barrela, Eduardo. "Geostatistical history matching coupled with adaptative stochastic sampling. A zonation-based approach using direct sequential simulation.". Master, Universidade de Lisboa Instituto Superior Técnico, 2016. https://fenix.tecnico.ulisboa.pt/cursos/mep/dissertacao/283828618789968.
  2. Barrela, Eduardo José Airoso. "Comportamento reológico do betão autocompactável: influência dos materiais constituintes no estado fresco.". Master, 2010. http://hdl.handle.net/10362/10557.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2018/10/16 EVOLVE 2018, Team POSOIL - Investment Opportunities in the Dutch North Sea. SEG18 International Exposition and 88th Annual Meeting
Society of Exploration Geophysicists (Anaheim, United States)
2018/06/14 Enhancing the Exploration of the Model Parameter Space of Geostatistical History Matching. 80th EAGE Conference and Exhibition 2018
EAGE Publications BV (Copenhaga, Denmark)
2018/05/09 Integrating Consistent Streamline Regionalisation and Multi-local Distribution Functions into Geostatistical History Matching: A Real Case Application. RD Petro Conference and Exhibition, 2018
RD Petro Conference and Exhibition (Abu Dhabi, United Arab Emirates)
2018/03/01 Enhancing the Exploration of the Model Parameter Space of Geostatistical History Matching. IST PhD Open Days
Universidade de Lisboa Instituto Superior Técnico (Lisboa, Portugal)
2017/03/01 Geostatistical History Matching coupled with Adaptive Stochastic Sampling. A zonation-based approach using Direct Sequential Simulation. IST PhD Open Days
Universidade de Lisboa Instituto Superior Técnico (Lisboa, Portugal)
2016/06/14 Geostatistical History Matching - A zonation-based approach using Direct Sequential Simulation. 79th EAGE Conference and Exhibition 2017
EAGE Publications BV (Paris, France)
2016/06/01 Geostatistical History Matching coupled with Adaptive Stochastic Sampling. A Geologically consistent approach using Stochastic Sequential Simulation. 3rd Annual Meeting of Petroleum Engineering
Universidade de Lisboa Instituto Superior Técnico (Lisboa, Portugal)

Event participation

Activity description
Type of event
Event name
Institution / Organization
2016/01/13 - 2016/01/15 Geostatistical history matching coupled with adaptive stochastic sampling.
Meeting
Porous Media-Processes and Mathematics. And UK InterPore Annual Meeting – PMPM 2016
International Centre of Mathematical Sciences, United Kingdom
Distinctions

Award

2018 Best Abstract Award for Business Relevance
RD Petro Conference and Exhibition, 2018, United Arab Emirates
2018 Best Investment Opportunity In the Dutch North Sea
Society of Exploration Geophysicists, United States
2018 Best Multidisciplinary Approach
Society of Exploration Geophysicists, United States
2018 Best Integration of Geology and Tools
Society of Exploration Geophysicists, United States
2016 Excelência Académica
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015 Mérito Académico
Universidade de Lisboa Instituto Superior Técnico, Portugal