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Scopus Author ID: 8971587100

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Brazil

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Works (19)

Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants

Energy
2024-12 | Journal article
DOI: 10.1016/j.energy.2024.133918
Contributors: Stefano Frizzo Stefenon; Laio Oriel Seman; Evandro Cardozo da Silva; Erlon Cristian Finardi; Leandro dos Santos Coelho; Viviana Cocco Mariani
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Innovative Approaches to Stochastic Dual Dynamic Programming: Two-Period Decomposition and Parallelization in a Hydrothermal Scheduling Case Study

Journal of Water Resources Planning and Management
2024-12 | Journal article
DOI: 10.1061/JWRMD5.WRENG-6491
Contributors: Renata Pedrini; Felipe Beltrán; Erlon C. Finardi
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Enhancing hydroelectric inflow prediction in the Brazilian power system: A comparative analysis of machine learning models and hyperparameter optimization for decision support

Electric Power Systems Research
2024-05 | Journal article
DOI: 10.1016/j.epsr.2024.110275
Contributors: Evandro Cardozo da Silva; Erlon Cristian Finardi; Stefano Frizzo Stefenon
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Parallel Dual Dynamic Integer Programming for Large-Scale Hydrothermal Unit-Commitment

IEEE Transactions on Power Systems
2023-05 | Journal article
DOI: 10.1109/TPWRS.2022.3187059
Contributors: Bruno Colonetti; Erlon Finardi; Samuel Brito; Victor Zavala
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Partitioning approach based on convex hull and multiple choice for solving hydro unit-commitment problems

Electric Power Systems Research
2022-10 | Journal article
DOI: 10.1016/j.epsr.2022.108285
Contributors: Henderson Gomes e Souza; Erlon Cristian Finardi; Brunno Henrique Brito; Fabrício Yutaka Kuwabata Takigawa
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Continuous Piecewise Linear Approximation of Plant-Based Hydro Production Function for Generation Scheduling Problems

Energies
2022-02-24 | Journal article
DOI: 10.3390/en15051699
Contributors: David Lucas dos Santos Abreu; Erlon Cristian Finardi
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Dealing with Negative Inflows in the Long-Term Hydrothermal Scheduling Problem

Energies
2022-02-02 | Journal article
DOI: 10.3390/en15031115
Contributors: Paulo Vitor Larroyd; Renata Pedrini; Felipe Beltrán; Gabriel Teixeira; Erlon Cristian Finardi; Lucas Borges Picarelli
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Exploring Symmetry in a Short-Term Hydro Scheduling Problem: The Case of the Santo Antônio Hydro Plant

Journal of Water Resources Planning and Management
2022-01 | Journal article
DOI: 10.1061/(ASCE)WR.1943-5452.0001495
Contributors: Brunno H. Brito; Erlon C. Finardi; Fabricio Y. K. Takigawa; Airton I. Pereira; Rodrigo P. Gosmann; Leonardo A. Weiss; Argemiro Fernandes; Douglas T. S. de Assis Morais
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Domain Partition of the Hydro Production Function for Solving Efficiently the Short-Term Generation Scheduling Problem

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3125897
Contributors: Brunno H. Brito; Erlon C. Finardi; Fabricio Y. K. Takigawa; Pierry L. R. Nogueira; Douglas T. S. A. Morais; Argemiro Fernandes
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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
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3096143
Contributors: Guilherme Luiz Minetto Fredo; Erlon Cristian Finardi; Paulo Vitor Larroyd; Lucas Borges Picarelli
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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
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3124041
Contributors: Danilo P. C. Filho; Erlon C. Finardi; Antonio F. C. Aquino
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Hydrothermal Unit-Commitment Problem of a Large-Scale System with Representation of Forbidden Zones

Energies
2021-12-22 | Journal article
DOI: 10.3390/en15010039
Contributors: Bruno Colonetti; Erlon Finardi; Lucas Borges Picarelli
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Stochastic hydrothermal unit commitment models via stabilized benders decomposition

Electrical Engineering
2021-08-05 | Journal article
DOI: 10.1007/s00202-020-01206-0
Contributors: Bruno Colonetti; Erlon Cristian Finardi
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Hedging power market risk by investing in self-production from complementing renewable sources

Electric Power Systems Research
2020-12 | Journal article
DOI: 10.1016/j.epsr.2020.106669
Contributors: Renata Pedrini; Erlon Cristian Finardi; Dorel Soares Ramos
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Unit-commitment via logarithmic aggregated convex combination in multi-unit hydro plants

Electric Power Systems Research
2020-12 | Journal article
DOI: 10.1016/j.epsr.2020.106784
Contributors: Brunno H. Brito; Erlon C. Finardi; Fabrício Y.K. Takigawa
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A Mixed-Integer and Asynchronous Level Decomposition with Application to the Stochastic Hydrothermal Unit-Commitment Problem

Algorithms
2020-09-18 | Journal article
DOI: 10.3390/a13090235
Contributors: Bruno Colonetti; Erlon Cristian Finardi; Welington de Oliveira
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Combining Lagrangian relaxation, benders decomposition, and the level bundle method in the stochastic hydrothermal unit‐commitment problem

International Transactions on Electrical Energy Systems
2020-09-02 | Journal article
DOI: 10.1002/2050-7038.12514
Contributors: Bruno Colonetti; Erlon C. Finardi
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Dynamic Modeling of Kaplan Turbines Including Flow Rate and Efficiency Static Characteristics

IEEE Transactions on Power Systems
2019-07 | Journal article
DOI: 10.1109/TPWRS.2019.2899815
Contributors: Henrique Augusto Menarin; Heliara A. Costa; Guilherme Luiz Minetto Fredo; Rodrigo Pereira Gosmann; Erlon Cristian Finardi; Leonardo Augusto Weiss
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An Exact Solution Method for the Hydrothermal Unit Commitment Under Wind Power Uncertainty With Joint Probability Constraints

IEEE Transactions on Power Systems
2018-11 | Journal article
DOI: 10.1109/TPWRS.2018.2848594
Contributors: Wim van Ackooij; Erlon Cristian Finardi; Guilherme Matiussi Ramalho
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Peer review (9 reviews for 6 publications/grants)

Review activity for Applied energy (1)
Review activity for Computational optimization and applications. (2)
Review activity for Electric power systems research. (1)
Review activity for Energy systems. (3)
Review activity for Journal of hydrology. (1)
Review activity for Sustainable energy, grids and networks. (1)
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