Victor Augusto Duraes De Faria

Also known as: Victor Faria

Operations Reserach, Optimization, ANNs, Forecasting, Energy Systems, Stochastic Optimization, Risk Minimization, Portfolio Optimization

Works (13)

Updated: March 1st, 2026 11:55

2024 article

Bayesian modeling and mechanical simulations for fragility curve estimation of the mooring system of marine hydrokinetic devices

Faria, V. A. D., Jamaleddin, N., Queiroz, A. R., & Gabr, M. (2024, September 28). Applied Ocean Research, Vol. 153.

By: V. Faria n , N. Jamaleddin n , A. Queiroz n  & M. Gabr n 

author keywords: Fragility curves; Mechanical model simulation; Bayesian analysis; Ocean current; Hurricane damage; Risk assessment
topics (OpenAlex): Wind Energy Research and Development; Wave and Wind Energy Systems; Fluid Dynamics and Vibration Analysis
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: October 1, 2024

2024 article

Modeling energy storage in long-term capacity expansion energy planning: an analysis of the Italian system

Nicoli, M., Faria, V. A. D., Queiroz, A. R., & Savoldi, L. (2024, September 19). Journal of Energy Storage, Vol. 101.

By: M. Nicoli n, V. Faria n , A. Queiroz n  & L. Savoldi*

author keywords: Energy systems planning; Energy storage; Decarbonization; Energy system optimization model; TEMOA-Italy
topics (OpenAlex): Integrated Energy Systems Optimization; Smart Grid Energy Management; Microgrid Control and Optimization
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: September 30, 2024

2023 article

An Overview of Short-Term Load Forecasting for Electricity Systems Operational Planning: Machine Learning Methods and the Brazilian Experience

Aquila, G., Morais, L. B. S., Faria, V. A. D., Lima, J. W. M., Lima, L. M. M., & Queiroz, A. R. (2023, November 4). Energies, Vol. 16.

By: G. Aquila *, L. Morais*, V. Faria n , J. Lima *, L. Lima * & A. Queiroz n 

Contributors: G. Aquila *, L. Scianni Morais*, V. Faria n , J. Marangon Lima *, L. Marangon Lima * & A. Queiroz n 

author keywords: short-term load forecasting; day-ahead operational planning; time series forecasting; machine learning methods; electricity power systems
topics (OpenAlex): Energy Load and Power Forecasting; Electric Power System Optimization; Smart Grid Energy Management
TL;DR: This study provides a comprehensive review of various methods used for short-term load forecasting, with a particular focus on those based on machine learning strategies, and discusses the Brazilian Experience. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: December 11, 2023

2023 article

Scenario generation and risk-averse stochastic portfolio optimization applied to offshore renewable energy technologies

Faria, V. A. D., Queiroz, A. R., & DeCarolis, J. F. (2023, February 13). Energy, Vol. 2, p. 126946.

By: V. Faria n , A. Queiroz*  & J. DeCarolis n

Contributors: V. Faria n , A. Queiroz*  & J. DeCarolis n

author keywords: Generative adversarial neural networks; Portfolio optimization; Risk assessment; Optimal site selection; Renewable energy
topics (OpenAlex): Wind Energy Research and Development; Energy Load and Power Forecasting; Reservoir Engineering and Simulation Methods
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: ORCID, Web Of Science
Added: July 10, 2023

2023 article

Short-term load forecasting using neural networks and global climate models: An application to a large-scale electrical power system

Morais, L. B. S., Aquila, G., Faria, V. A. D., Lima, L. M. M., Lima, J. W. M., & Queiroz, A. R. (2023, July 7). Applied Energy, Vol. 348.

By: L. Morais*, G. Aquila *, V. Faria n , L. Lima *, J. Lima & A. Queiroz n 

Contributors: L. Morais*, G. Aquila *, V. Faria n , L. Lima *, J. Lima & A. Queiroz n 

author keywords: Short-Term Load Forecasting; Artificial Neural Networks; Recurrent Neural Networks; Global Climate Models; Electricity Markets
topics (OpenAlex): Energy Load and Power Forecasting; Hydrological Forecasting Using AI; Grey System Theory Applications
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: August 14, 2023

2022 article

Optimizing offshore renewable portfolios under resource variability

Faria, V. A. D., Queiroz, A. R., & DeCarolis, J. F. (2022, September 27). Applied Energy, Vol. 326, p. 120012.

By: V. Faria n , A. Queiroz n  & J. DeCarolis  n

Contributors: V. Faria n , A. Queiroz n  & J. DeCarolis  n

author keywords: Energy economics; Offshore renewable energy; Portfolio optimization; Ocean current energy; Wind energy; Wave energy; Energy system planning
topics (OpenAlex): Integrated Energy Systems Optimization; Wind Energy Research and Development; Hybrid Renewable Energy Systems
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: ORCID, Web Of Science
Added: November 14, 2022

2021 article

An assessment of multi-layer perceptron networks for streamflow forecasting in large-scale interconnected hydrosystems

Faria, V. A. D., Queiroz, A. R., Lima, L. M., Lima, J. W. M., & Silva, B. C. (2021, July 23). International Journal of Environmental Science and Technology, Vol. 7, pp. 5819–5838.

By: V. Faria n , A. Queiroz n , L. Lima *, J. Lima * & B. Silva *

Contributors: V. Faria n , A. Queiroz n , L. Lima *, J. Lima * & B. Silva *

author keywords: Artificial neural networks; Hydropower generation; Hydrological run-off models; Large interconnected hydrosystems
topics (OpenAlex): Hydrological Forecasting Using AI; Energy Load and Power Forecasting; Neural Networks and Applications
TL;DR: The results show that, overall, the neural network models provide more accurate forecasts than the hydrological models used by the Brazilian System Operator. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 2, 2021

2019 article

Energy System Planning Considering Renewables and Pumped-storage Power Plants.

Costa, J. C., Bortoni, E. C., Vieira, P. A. V., & Faria, V. A. D. (2019, December 18). International Journal of Smart Grid and Sustainable Energy Technologies.

By: J. Costa, E. Bortoni, P. Vieira & V. Faria* 

Contributors: J. Costa, E. Bortoni, P. Vieira & V. Faria* 

topics (OpenAlex): Water-Energy-Food Nexus Studies
Source: ORCID
Added: February 2, 2024

2019 article

Parameter estimation of synchronous machines considering field voltage variation during the sudden short-circuit test

Faria, V. A. D., Bernardes, J. V., & Bortoni, E. C. (2019, July 20). International Journal of Electrical Power & Energy Systems, Vol. 114.

By: V. Faria* , J. Bernardes * & E. Bortoni *

Contributors: V. Faria* , J. Bernardes * & E. Bortoni *

author keywords: Optimization models; Field voltage variation; Parameter identification; Sudden three-phase short-circuit test; Synchronous machines
topics (OpenAlex): Power System Optimization and Stability; Magnetic Properties and Applications; Power System Reliability and Maintenance
TL;DR: This work proposes a method to recover the machine parameters even when high amplitude field voltage variations are presented during the sudden short-circuit test, and an algorithm capable of defining maximum field Voltage variations along with its correspondent duration in order to respect a certain parameter estimation error. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: February 20, 2023

2018 article

Analysis of multiple solutions in the calculus of firm energy

Faria, V. A. D., Queiroz, A. R., Lima, L. M. M., & Lima, J. W. M. (2018, May 1). 2018 Simposio Brasileiro De Sistemas Eletricos (SBSE), pp. 1–6.

By: V. Faria* , A. Queiroz* , L. Lima * & J. Lima *

Contributors: V. Faria* , A. De Queiroz* , L. Lima * & J. Lima *

topics (OpenAlex): Electric Power System Optimization; Water resources management and optimization; Water Systems and Optimization
TL;DR: The authors show that the linear optimization models used in the calculus of firm energy rights can present multiple optimal solutions, more specifically, that it is possible to solve the problem to optimality and find different individual firm energy values. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: February 20, 2023

2018 article

Cooperative game theory and last addition method in the allocation of firm energy rights

Faria, V. A. D., Queiroz, A. R., Lima, L. M. M., & Lima, J. W. M. (2018, June 15). Applied Energy, Vol. 226, pp. 905–915.

By: V. Faria* , A. Queiroz n , L. Lima * & J. Lima *

Contributors: V. Faria* , A. Queiroz n , L. Lima * & J. Lima *

author keywords: Cooperative game theory; Mixed integer linear programming; Firm energy rights; Electric power systems; Hydro power; Benders decomposition
topics (OpenAlex): Electric Power System Optimization; Auction Theory and Applications; Smart Grid Energy Management
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: October 16, 2018

2018 article

Evaluation of manufacturers strategies to obtain high-efficient induction motors

Bortoni, E. C., Bernardes, J. V., Silva, P. V. V., Faria, V. A. D., & Vieira, P. A. V. (2018, December 21). Sustainable Energy Technologies and Assessments, Vol. 31, pp. 221–227.

By: E. Bortoni *, J. Bernardes *, P. Silva*, V. Faria*  & P. Vieira *

Contributors: E. Bortoni *, J. Bernardes *, P. Silva*, V. Faria*  & P. Vieira *

author keywords: Induction motors; Equivalent circuit; Parameter estimation; Energy efficiency; MEPS
topics (OpenAlex): Electric Motor Design and Analysis; Magnetic Properties and Applications; Non-Destructive Testing Techniques
TL;DR: The main parameters that affect losses and energy efficiency of motors are compared, establishing an idea on how each of these manufacturers acts to meet energy efficiency requirements. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: ORCID
Added: February 20, 2023

2018 article

Hydropower revenues under the threat of climate change in Brazil

Queiroz, A. R., Faria, V. A. D., Lima, L. M. M., & Lima, J. W. M. (2018, October 11). Renewable Energy, Vol. 133, pp. 873–882.

By: A. Queiroz n , V. Faria* , L. Lima * & J. Lima *

Contributors: A. Queiroz n , V. Faria* , L. Lima * & J. Lima *

author keywords: Assured energy; Hydropower generation; Climate change; Water-energy nexus; Hydro plants revenue
topics (OpenAlex): Water resources management and optimization; Water-Energy-Food Nexus Studies; Hydrology and Watershed Management Studies
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science; OpenAlex)
14. Life Below Water (Web of Science)
Sources: ORCID, Web Of Science
Added: April 20, 2020

Employment

Updated: July 21st, 2025 13:41

National Renewable Energy Laboratory Golden, Colorado, US

Education

Updated: February 1st, 2024 13:17

2023 - 2023

North Carolina State University Raleigh, US
Master of Science in Electrical Engineering Electrical Engineering

2013 - 2018

Universidade Federal de Itajubá Itajuba, MG, BR
Electrical Engineering Electrical Systems

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