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Other IDs

AuthenticusID: R-00H-2RE
Ciência ID: 951C-A14F-9E61
ResearcherID: AAF-9855-2021

Biography

Carla Gonçalves is a Postdoctoral Researcher at the Centre for Power and Energy Systems in INESC TEC. In 2021, she obtained a Ph.D. in Applied Mathematics from the Faculty of Sciences of the University of Porto (FCUP). She received the M.Sc. in Applied Mathematics from FCUP, in 2015. From 2015 to 2019, she was involved in a wide range of energy forecast consulting collaborations between INESC TEC and the industry: REN (Portugal), EDP Renewables (Spain), RTE (France), and EDP Gestão da Produção de Energia (Portugal). Until 2022, she was associated with the H2020 Smart4RES project, and since 2023, she is taking part in the European ENERSHARE and GREEN.DAT.AI projects. Her research has been focused on probabilistic and collaborative forecasting methods, with a special emphasis on renewable energies, data privacy, and monetization. During her scientific career, she has co-authored 13 scientific papers (6 Q1 journals with impact factors between 3.414 and 7.917, and 7 international conference proceedings) and has submitted a patent (currently pending). She also served as an Invited Auxiliary Professor at the University of Porto for two semesters.

Activities

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Employment (1)

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência: Porto, Porto, PT

2015-10-12 to present | Researcher (Center for Power and Energy Systems - CPES)
Employment
Source: Self-asserted source
Carla Gonçalves

Education and qualifications (3)

Universidade do Porto Faculdade de Ciências: Porto, PT

2016-09-26 to 2021-07-14 | PhD (Applied Mathematics)
Education
Source: Self-asserted source
Carla Gonçalves

Universidade do Porto Faculdade de Ciências: Porto, PT

2013-09-01 to 2015-12-31 | Master (Mathematical Engineering)
Education
Source: Self-asserted source
Carla Gonçalves

Universidade do Porto Faculdade de Ciências: Porto, PT

2010-09-01 to 2013-06-31 | Licenciatura (Mathematics)
Education
Source: Self-asserted source
Carla Gonçalves

Works (19)

Budget-Constrained Collaborative Renewable Energy Forecasting Market

IEEE Transactions on Sustainable Energy
2025 | Journal article
DOI: 10.1109/tste.2025.3532835
Part of ISSN: 1949-3029
AUTHENTICUSID: P-017-XSR
EID:

2-s2.0-85216095510
Contributors: Goncalves, C; Bessa, J; Teixeira, T; Vinagre, J
Source: check_circle
Authenticus
grade
Preferred source (of 4)‎

A Blockchain-based Data Market for Renewable Energy Forecasts

2022 FOURTH INTERNATIONAL CONFERENCE ON BLOCKCHAIN COMPUTING AND APPLICATIONS (BCCA)
2022 | Conference paper
DOI: 10.1109/bcca55292.2022.9922150
AUTHENTICUSID: P-00X-ENV
WOSUID:

WOS:000884604500041

EID:

2-s2.0-85142103053

OTHER-ID:

dblp:conf/bcca/CoelhoSGBA22
Contributors: Coelho, F; Silva, F; Goncalves, C; Bessa, R; Alonso, A
Source: check_circle
Authenticus
grade
Preferred source (of 2)‎

Conditional parametric model for sensitivity factors in LV grids: A privacy-preserving approach

ELECTRIC POWER SYSTEMS RESEARCH
2022 | Journal article
DOI: 10.1016/j.epsr.2022.108316
Part of ISSN: 0378-7796
AUTHENTICUSID: P-00W-V3T
WOSUID:

WOS:000861284800008

EID:

2-s2.0-85133821246
Contributors: Sampaio, G; Bessa, RJ; Goncalves, C; Gouveia, C
Source: check_circle
Authenticus
grade
Preferred source (of 2)‎

Method and device for preserving privacy of linear regression distributed learning

2022-05-05 | Patent
SOURCE-WORK-ID:

cv-prod-id-2914034

PAT:

WO/2022/090580
Contributors: Bessa, R.J.G.S.B; Gonçalves, C.S.S.
Source: check_circle
CIÊNCIAVITAE

Highlight results of the Smart4RES project on weather modelling and forecasting dedicated to renewable energy applications

EGU General Assembly 2022, Vienna, Austria
2022-03-28 | Conference abstract
DOI: 10.5194/egusphere-egu22-12923
SOURCE-WORK-ID:

cv-prod-id-3407066
Contributors: Kariniotakis, Georges; Camal, Simon; Meer, Dennis van Der; Stratigakos, Akylas; Giebel, Gregor; Göçmen, Tuhfe; Pinson, Pierre; et al.
Source: check_circle
CIÊNCIAVITAE

Data Science for Next Generation Renewable Energy Forecasting - Highlight Results from the Smart4RES Project

IET Conference Proceedings
2021 | Conference paper
DOI: 10.1049/icp.2021.2499
Part of ISSN: 2732-4494
AUTHENTICUSID: P-00W-GRW
EID:

2-s2.0-85174655217
Contributors: Kariniotakis, G; Camal, S; Sossan, F; Nouri, B; Lezaca, J; Lange, M; Alonzo, B; Libois, Q; Pinson, P; Bessa, R et al.
Source: check_circle
Authenticus
grade
Preferred source (of 2)‎

Privacy-Preserving Distributed Learning for Renewable Energy Forecasting

IEEE Transactions on Sustainable Energy
2021-07 | Journal article
DOI: 10.1109/TSTE.2021.3065117
Contributors: Carla Goncalves; Ricardo J. Bessa; Pierre Pinson
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Renewable Energy Forecasting - Extreme Quantiles, Data Privacy and Monetization.

Universidade do Porto Faculdade de Ciências
2021-07-14 | Dissertation or Thesis
SOURCE-WORK-ID:

cv-prod-id-2918998
Source: check_circle
CIÊNCIAVITAE

Explanatory and Causal Analysis of the Portuguese Manual Balancing Reserve

2021 IEEE Madrid PowerTech
2021-06-28 | Conference paper
DOI: 10.1109/powertech46648.2021.9494983
ISBN: 9781665435970
Source: Self-asserted source
Carla Gonçalves
grade
Preferred source (of 3)‎

Forecasting conditional extreme quantiles for wind energy

Electric Power Systems Research
2021-01 | Journal article
DOI: 10.1016/j.epsr.2020.106636
Contributors: Carla Gonçalves; Laura Cavalcante; Margarida Brito; Ricardo J. Bessa; João Gama
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A critical overview of privacy-preserving approaches for collaborative forecasting

International Journal of Forecasting
2020 | Journal article
DOI: https://doi.org/10.1016/j.ijforecast.2020.06.003
Source: Self-asserted source
Carla Gonçalves
grade
Preferred source (of 3)‎

Towards Data Markets in Renewable Energy Forecasting

IEEE Transactions on Sustainable Energy
2020 | Journal article
DOI: 10.1109/tste.2020.3009615
Part of ISSN: 1949-3029
Part of ISSN: 1949-3037
Source: Self-asserted source
Carla Gonçalves
grade
Preferred source (of 4)‎

A methodology to evaluate the uncertainties used to perform security assessment for branch overloads

International Journal of Electrical Power & Energy Systems
2019 | Journal article
DOI: https://doi.org/10.1016/j.ijepes.2019.04.043
Source: Self-asserted source
Carla Gonçalves
grade
Preferred source (of 7)‎

Evaluation of the Uncertainties used to Perform Flow Security Assessment: A Real Case Study

2019 IEEE Milan PowerTech
2019 | Conference paper
DOI: 10.1109/PTC.2019.8810649
Source: Self-asserted source
Carla Gonçalves
grade
Preferred source (of 3)‎

Explanatory and Causal Analysis of the MIBEL Electricity Market Spot Price

2019 IEEE Milan PowerTech
2019 | Conference paper
DOI: 10.1109/PTC.2019.8810763
Source: Self-asserted source
Carla Gonçalves
grade
Preferred source (of 3)‎

Data Economy for Prosumers in a Smart Grid Ecosystem

E-ENERGY'18: PROCEEDINGS OF THE 9TH ACM INTERNATIONAL CONFERENCE ON FUTURE ENERGY SYSTEMS
2018 | Conference paper
DOI: 10.1145/3208903.3210282
AUTHENTICUSID: P-00P-351
WOSUID:

WOS:000473396700102

EID:

2-s2.0-85050213142
Contributors: Bessa, RJ; Rua, D; Abreu, C; Machado, P; Andrade, JR; Pinto, R; Goncalves, C; Reis, M
Source: check_circle
Authenticus
grade
Preferred source (of 2)‎

Feature extraction techniques that improve wind power probabilistic forecasting

Wind Energy Science Conference 2017, Mini Symposia
2017 | Conference abstract
SOURCE-WORK-ID:

cv-prod-id-3733436
Contributors: Gonçalves, Carla; Andrade, José; Bessa, Ricardo
Source: check_circle
CIÊNCIAVITAE

Setting the Maximum Import Net Transfer Capacity under Extreme RES Integration Scenarios

2016 INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS)
2016 | Conference paper
DOI: 10.1109/pmaps.2016.7764145
AUTHENTICUSID: P-00M-EMC
WOSUID:

WOS:000392327900098

EID:

2-s2.0-85015230945
Contributors: Matos, MA; Bessa, RJ; Goncalves, C; Cavalcante, L; Miranda, V; Machado, N; Marques, P; Matos, F
Source: check_circle
Authenticus
grade
Preferred source (of 2)‎

Modelação de Quotas de Mercado (Modeling of Market Shares)

Universidade do Porto Faculdade de Ciências
2015-12-11 | Dissertation or Thesis
SOURCE-WORK-ID:

cv-prod-id-2919138
Source: check_circle
CIÊNCIAVITAE

Peer review (62 reviews for 10 publications/grants)

Review activity for Electric power systems research. (2)
Review activity for IEEE transactions on power systems : (4)
Review activity for IEEE transactions on smart grid. (7)
Review activity for IEEE transactions on sustainable energy. (37)
Review activity for International journal of forecasting. (4)
Review activity for International transactions on electrical energy systems. (1)
Review activity for Machine learning. (2)
Review activity for Machine learning. (3)
Review activity for Nature communications (1)
Review activity for Wiley interdisciplinary reviews. (1)
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