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E
Erlon Cristian Finardi
federal university of santa catarina
25
H-index
79
Paper Count
2.0K
Citation Count
0
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Published Papers
37
Publication Date
Publication Date
Impact Factor
Citations
Adapting long-term generation scheduling to climate variability in hydro-dominant power systems
Renewable Energy
IF
9.1
2026-04-12
0
PRE
AI
Renata Pedrini; Güzin Bayraksan; Felipe Beltrán; Erlon Finardi
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Hybrid CF-CNN-BiLSTM hypertuned by Bayesian optimization for thermal power generation and decarbonization forecasting
International Journal of Electrical Power & Energy Systems
IF
5
2025-10-09
0
OA
AI
William Gouvêa Buratto; Rafael Ninno Muniz; Ademir Nied; Carlos Frederico de Oliveira Barros; Erlon Cristian Finardi; Gabriel Villarrubia Gonzalez
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Innovative Approaches to Stochastic Dual Dynamic Programming: Two-Period Decomposition and Parallelization in a Hydrothermal Scheduling Case Study
water resources management
IF
2.7
2024-12-01
0
PRE
AI
Pedrini, Renata; Beltran, Felipe; Finardi, Erlon C.
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Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants
ENERGY
IF
9.4
2024-12-01
0
PRE
AI
Stefenon, Stefano Frizzo; Seman, Laio Oriel; da Silva, Evandro Cardozo; Finardi, Erlon Cristian; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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Enhancing hydroelectric inflow prediction in the Brazilian power system: comparative analysis of machine learning models and hyperparameter optimization for decision support
ELECTRIC POWER SYSTEMS RESEARCH
IF
4.2
2024-05-01
6
PRE
AI
da Silva, Evandro Cardozo; Finardi, Erlon Cristian; Stefenon, Stefano Frizzo
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Parallel Dual Dynamic Integer Programming for Large-Scale Hydrothermal Unit-Commitment
IEEE TRANSACTIONS ON POWER SYSTEMS
IF
7.2
2023-05-01
8
PRE
AI
Colonetti, Bruno; Finardi, Erlon; Brito, Samuel; Zavala, Victor
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Accelerated dual dynamic integer programming applied to short-term power generation scheduling
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF
5
2023-02-01
8
PRE
AI
dos Santos, Kenny Vinente; Colonetti, Bruno; Finardi, Erlon Cristian; Zavala, Victor M.
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Partitioning approach based on convex hull and multiple choice for solving hydro unit-commitment problems
ELECTRIC POWER SYSTEMS RESEARCH
IF
4.2
2022-10-01
12
PRE
AI
Souza, Henderson Gomes E.; Finardia, Erlon Cristian; Brito, Brunno Henrique; Takigawa, Fabricio Yutaka Kuwabata
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Piecewise linear approximations for hydropower production function applied on the hydrothermal unit commitment problem
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF
5
2022-02-01
17
PRE
AI
Santos, K. V.; Finardi, E. C.
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A novel cooperative multi-search benders decomposition for solving the hydrothermal unit-commitment problem
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF
5
2022-01-01
13
PRE
AI
Colonetti, Bruno; Finardi, Erlon; Larroyd, Paulo; Beltran, Felipe
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Exploring Symmetry in a Short-Term Hydro Scheduling Problem: The Case of the Santo Antonio Hydro Plant
water resources management
IF
2.7
2022-01-01
8
PRE
AI
Brito, Brunno H.; Finardi, Erlon C.; Takigawa, Fabricio Y. K.; Pereira, Airton, I; Gosmann, Rodrigo P.; Weiss, Leonardo A.; Fernandes, Argemiro; Morais, Douglas T. S. de Assis
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Solving stochastic hydrothermal unit commitment with a new primal recovery technique based on Lagrangian solutions
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF
5
2021-05-01
14
OA
AI
Scuzziato, Murilo Reolon; Finardi, Erlon Cristian; Frangioni, Antonio
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Two-stage and multi-stage decompositions for the medium-term hydrothermal scheduling problem: A computational comparison of solution techniques
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF
5
2021-05-01
10
PRE
AI
Beltran, F.; Finardi, E. C.; de Oliveira, W.
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Inflow Aggregation and Run-of-the-River Inflow Energy for Reducing Dimensionality in the Long-Term Generation Scheduling Problem
IEEE ACCESS
IF
3.6
2021-01-01
4
OA
AI
Minetto Fredo, Guilherme Luiz; Finardi, Erlon Cristian; Larroyd, Paulo Vitor; Picarelli, Lucas Borges
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Real-Time Dispatch for Multi-Unit Hydroelectric Plants With AC Optimal Power Flow: The Case of the Santo Antonio System
IEEE ACCESS
IF
3.6
2021-01-01
5
OA
AI
Filho, Danilo P. C.; Finardi, Erlon C.; Aquino, Antonio F. C.
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Domain Partition of the Hydro Production Function for Solving Efficiently the Short-Term Generation Scheduling Problem
IEEE ACCESS
IF
3.6
2021-01-01
3
OA
AI
Brito, Brunno H.; Finardi, Erlon C.; Takigawa, Fabricio Y. K.; Nogueira, Pierry L. R.; Morais, Douglas T. S. A.; Fernandes, Argemiro
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Unit-commitment via logarithmic aggregated convex combination in multi-unit hydro plants
ELECTRIC POWER SYSTEMS RESEARCH
IF
4.2
2020-12-01
10
PRE
AI
Brito, Brunno H.; Finardi, Erlon C.; Takigawa, Fabricio Y. K.
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Hedging power market risk by investing in self-production from complementing renewable sources
ELECTRIC POWER SYSTEMS RESEARCH
IF
4.2
2020-12-01
10
PRE
AI
Pedrini, Renata; Finardi, Erlon Cristian; Ramos, Dorel Soares
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Mixed-integer nonseparable piecewise linear models for the hydropower production function in the Unit Commitment problem
ELECTRIC POWER SYSTEMS RESEARCH
IF
4.2
2020-05-01
41
PRE
AI
Brito, B. H.; Finardi, E. C.; Takigawa, F. Y. K.
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Dynamic Modeling of Kaplan Turbines Including Flow Rate and Efficiency Static Characteristics
IEEE TRANSACTIONS ON POWER SYSTEMS
IF
7.2
2019-07-01
13
PRE
AI
Menarin, Henrique Augusto; Costa, Heliara A.; Fredo, Guilherme Luiz Minetto; Gosmann, Rodrigo Pereira; Finardi, Erlon Cristian; Weiss, Leonardo Augusto
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Research Directions
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Co-authors
Cooperation Journals
L
Leandro dos Santos Coelho
H-index: 78 · Papers: 604
V
Viviana Cocco Mariani
H-index: 61 · Papers: 322
V
Víctor M. Zavala
H-index: 47 · Papers: 421
S
Stéfano Frizzo Stefenon
H-index: 41 · Papers: 123
A
Antonio Frangioni
H-index: 32 · Papers: 176
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