Victor Augusto Duraes De Faria

Also known as: Victor Faria

Operations Reserach, Optimization, ANNs, Forecasting

Works (13)

Updated: January 28th, 2025 15:35

2024 journal article

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

APPLIED OCEAN RESEARCH, 153.

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

author keywords: Fragility curves; Mechanical model simulation; Bayesian analysis; Ocean current; Hurricane damage; Risk assessment
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
14. Life Below Water (OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: October 1, 2024

2024 journal article

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

JOURNAL OF ENERGY STORAGE, 101.

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

author keywords: Energy systems planning; Energy storage; Decarbonization; Energy system optimization model; TEMOA-Italy
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: September 30, 2024

2023 review

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

[Review of ]. ENERGIES, 16(21).

By: G. Aquila *, L. Scianni Morais*, V. Faria  n, J. Marangon Lima *, L. Marangon 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
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 journal article

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

ENERGY, 270.

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
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: ORCID, Web Of Science
Added: July 10, 2023

2023 journal article

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

APPLIED ENERGY, 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
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 journal article

Optimizing offshore renewable portfolios under resource variability

APPLIED ENERGY, 326.

By: V. Faria  n, A. Queiroz n  & J. De Carolis  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
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. 19.

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
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: ORCID, Web Of Science, NC State University Libraries
Added: August 2, 2021

2019 journal article

Energy System Planning Considering Renewables and Pumped-storage Power Plants

International Journal of Smart Grid and Sustainable Energy Technologies.

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

Source: ORCID
Added: February 2, 2024

2019 journal article

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

International Journal of Electrical Power & Energy Systems, 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
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 conference paper

Analysis of multiple solutions in the calculus of firm energy

SBSE 2018 - 7th Brazilian Electrical Systems Symposium, 1–6.

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

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

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 journal article

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

APPLIED ENERGY, 226, 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
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 journal article

Evaluation of manufacturers strategies to obtain high-efficient induction motors

Sustainable Energy Technologies and Assessments, 31, 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
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 journal article

Hydropower revenues under the threat of climate change in Brazil

RENEWABLE ENERGY, 133, 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
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

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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