Erlon Cristian Finardi - Publications, H-index & Citations

Erlon Cristian Finardi

federal university of santa catarina

25H指数

79论文数

2.0K被引数

收录论文 37

发表时间

Adapting long-term generation scheduling to climate variability in hydro-dominant power systems 适应气候变异性下水电主导电力系统的长期发电调度

Renewable Energy

IF9.1

2026-04-12

PREAI

Renata Pedrini; Güzin Bayraksan; Felipe Beltrán; Erlon Finardi

Hybrid CF-CNN-BiLSTM hypertuned by Bayesian optimization for thermal power generation and decarbonization forecasting 基于贝叶斯优化超参数调优的混合CF-CNN-BiLSTM模型，用于热力发电与去碳化预测

International Journal of Electrical Power & Energy Systems

IF5

2025-10-09

OAAI

William Gouvêa Buratto; Rafael Ninno Muniz; Ademir Nied; Carlos Frederico de Oliveira Barros; Erlon Cristian Finardi; Gabriel Villarrubia Gonzalez

Innovative Approaches to Stochastic Dual Dynamic Programming: Two-Period Decomposition and Parallelization in a Hydrothermal Scheduling Case Study

water resources management

IF2.7

2024-12-01

PREAI

Pedrini, Renata; Beltran, Felipe; Finardi, Erlon C.

Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants 具有长短期记忆的超调谐小波卷积神经网络在水电站时间序列预测中的应用

ENERGY

IF9.4

2024-12-01

PREAI

Stefenon, Stefano Frizzo; Seman, Laio Oriel; da Silva, Evandro Cardozo; Finardi, Erlon Cristian; Coelho, Leandro dos Santos; Mariani, Viviana Cocco

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

IF4.2

2024-05-01

PREAI

da Silva, Evandro Cardozo; Finardi, Erlon Cristian; Stefenon, Stefano Frizzo

Parallel Dual Dynamic Integer Programming for Large-Scale Hydrothermal Unit-Commitment

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2023-05-01

PREAI

Colonetti, Bruno; Finardi, Erlon; Brito, Samuel; Zavala, Victor

Accelerated dual dynamic integer programming applied to short-term power generation scheduling 加速双动态整数规划在短期发电调度中的应用

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2023-02-01

PREAI

dos Santos, Kenny Vinente; Colonetti, Bruno; Finardi, Erlon Cristian; Zavala, Victor M.

Partitioning approach based on convex hull and multiple choice for solving hydro unit-commitment problems

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2022-10-01

PREAI

Souza, Henderson Gomes E.; Finardia, Erlon Cristian; Brito, Brunno Henrique; Takigawa, Fabricio Yutaka Kuwabata

Piecewise linear approximations for hydropower production function applied on the hydrothermal unit commitment problem

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2022-02-01

PREAI

Santos, K. V.; Finardi, E. C.

A novel cooperative multi-search benders decomposition for solving the hydrothermal unit-commitment problem

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2022-01-01

PREAI

Colonetti, Bruno; Finardi, Erlon; Larroyd, Paulo; Beltran, Felipe

Exploring Symmetry in a Short-Term Hydro Scheduling Problem: The Case of the Santo Antonio Hydro Plant

water resources management

IF2.7

2022-01-01

PREAI

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

Solving stochastic hydrothermal unit commitment with a new primal recovery technique based on Lagrangian solutions

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2021-05-01

OAAI

Scuzziato, Murilo Reolon; Finardi, Erlon Cristian; Frangioni, Antonio

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

IF5

2021-05-01

PREAI

Beltran, F.; Finardi, E. C.; de Oliveira, W.

Inflow Aggregation and Run-of-the-River Inflow Energy for Reducing Dimensionality in the Long-Term Generation Scheduling Problem

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Minetto Fredo, Guilherme Luiz; Finardi, Erlon Cristian; Larroyd, Paulo Vitor; Picarelli, Lucas Borges

Real-Time Dispatch for Multi-Unit Hydroelectric Plants With AC Optimal Power Flow: The Case of the Santo Antonio System

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Filho, Danilo P. C.; Finardi, Erlon C.; Aquino, Antonio F. C.

Domain Partition of the Hydro Production Function for Solving Efficiently the Short-Term Generation Scheduling Problem

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Brito, Brunno H.; Finardi, Erlon C.; Takigawa, Fabricio Y. K.; Nogueira, Pierry L. R.; Morais, Douglas T. S. A.; Fernandes, Argemiro

Unit-commitment via logarithmic aggregated convex combination in multi-unit hydro plants 多机组水电站中基于对数聚合凸组合的机组承诺

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2020-12-01

PREAI

Brito, Brunno H.; Finardi, Erlon C.; Takigawa, Fabricio Y. K.

Hedging power market risk by investing in self-production from complementing renewable sources

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2020-12-01

PREAI

Pedrini, Renata; Finardi, Erlon Cristian; Ramos, Dorel Soares

Mixed-integer nonseparable piecewise linear models for the hydropower production function in the Unit Commitment problem 机组组合问题中水电生产函数的混合整数不可分分段线性模型

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2020-05-01

PREAI

Brito, B. H.; Finardi, E. C.; Takigawa, F. Y. K.

Dynamic Modeling of Kaplan Turbines Including Flow Rate and Efficiency Static Characteristics

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2019-07-01

PREAI

Menarin, Henrique Augusto; Costa, Heliara A.; Fredo, Guilherme Luiz Minetto; Gosmann, Rodrigo Pereira; Finardi, Erlon Cristian; Weiss, Leonardo Augusto

研究方向