Enhancing industrial load hosting capacity in rural areas of developing
countries through distributed energy resource integration. Renewable Energy.
Predicting surface roughness in dry machining of AISI H13 steel: a comparison of machine learning and GPT-based models with ceramic cutting tool. Int. Jour. Advanced Manufacturing Technology
Predicting Offshore Oil Slick Formation: A Machine Learning Approach Integrating Meteoceanographic Variables. Water
Six-Sigma Approach to Developing a Microgrid Station for Research and Teaching. IEEE Access
Efficient Approaches for Binary Classification in Extremely Imbalanced Databases: A Systematic Literature Review. Information and Software Technology
A Design-of-Experiments-Based Approach for Efficient Estimation of Bimodal Gaussian Mixture Weights. IEEE Access
Assessment of an Underground Pumped Storage Hydropower for Unifei's Campus of Itajubá. 59th International Universities Power Engineering Conference (UPEC)
Machine Learning Models for Rainfall Prediction in the City of São Paulo. ENEGEP
Multivariate Analysis of Variance in the Turning Process of AISI H 13 Steel. LVI SBPO
Predicting Severe Rainfall in São Paulo with Machine Learning Models. LVI SBPO
Parametric Analysis Applied to Electrical Studies Using Electromagnetic Transients Programs. In: IEEE URUCON
2023
Mixture Design of Experiments as Strategy for Portfolio Optimization. Acta
Forecasting Electricity Consumption for Covid-19 Pandemic Period and Beyond. ECRES
Impacts of economic regulation on photovoltaic distributed generation with battery energy storage systems. Journal of Energy Storage
An Experimental Approach for Secondary Consensus Control Tuning for Inverter-Based Islanded Microgrids. Energies
Multivariate Strategy Using Artificial Neural Networks for Seasonal Photovoltaic Generation Forecasting.Energies
Análise da Convexidade de Superfícies de Resposta no
Processo de Usinagem do Aço Endurecido ABNT H13. ENEGEP
Análise Estatística Multivariada no Estudo do Processo de Torneamento a Seco em Aço AISI
H13. ENEGEP
Desempenho do EWMA aplicado à Previsão de Consumo Energético de uma Universidade. ENEGEP
Modelagem e Otimização da Vida de Dressadores Baseado em Modelos Lineares Generalizados. ENEGEP
Previsão do Índice de Vendas do Setor Varejista Brasileiro Utilizando os Métodos Holt-Winters e ARIMA: Um estudo com Python. ENEGEP
Análise de Variância Multivariada (MANOVA) no Processo de Rorneamento do Aço AISI H13. SBPO
2022
A multiobjective portfolio optimization for energy assets using D-Optimal design and mixture design of experiments. Production
A nonlinear time-series prediction methodology based on neural networks and tracking signals. Production
Feasibility of hybrid wind and photovoltaic distributed generation and battery energy storage systems under techno-economic regulation. Renewable Energy
Socioeconomic and environmental consequences of a new law for regulating distributed generation in Brazil: A holistic assessment. Energy Policy
Multi-objective optimization algorithm for analysis of hardened steel
turning manufacturing process. Applied Mathematical Modelling
Normal Boundary Intersection with factor analysis approach for multiobjective stochastic optimization of a cladding process focusing on reduction of energy consumption and rework. Journal of Cleaner Production
Combining machine learning techniques with Kappa–Kendall indexes for robust hard-cluster assessment in substation pattern recognition. Electric Power Systems Research
Normal Boundary Intersection with factor analysis approach for multiobjective stochastic optimization of a cladding process focusing on reduction of energy consumption and rework. Journal of Cleaner Production
Project portfolio selection of solar energy by photovoltaic
generation using Gini-CAPM Multi-Criteria and considering
ROI covariations. Energies
A comparative study of forecasting methods using real-life econometric series data. Production
A PCA-based consistency and sensitivity approach for assessing linkage methods in voltage sag studies. IEEE Access
Modeling the Power Sector of Wonderland: an integrated system dynamics model to assess a sustainable regional development. MHTC
Regulatory impact of photovoltaic prosumer policies in Brazil based on a
financial risk analysis. Utilities Policy
A new multiobjective optimization with elliptical constraints approach for nonlinear models implemented in a stainless steel cladding process. Int. Jour. Advanced Manufacturing Technology
A multiobjective optimization of the welding
process in aluminum alloy (AA) 6063 T4 tubes
used in corona rings through normal boundary
intersection and multivariate techniques. Int. Jour. Advanced Manufacturing Technology
Toward a robust optimal point selection: a multiple-criteria decision-making process applied to multi-objective optimization using response surface methodology. Engineering with Computers
2020
Evaluating economic feasibility and maximization of social welfare of photovoltaic projects developed for the Brazilian northeastern coast: An attribute agreement analysis. Renewable & Sustainable Energy Reviews
Short-term forecasting models for automated data backup system: segmented regression analysis. Acta Scientarium. Technology
Multivariate Stochastic Optimization Approach Applied in a Flux-Cored Arc Welding Process. IEEE Access
Forecasting of buffalo milk in a Brazilian diary using the arima model. Buffalo Bulettin
Integrating Multivariate Statistical Analysis Into Six Sigma DMAIC Projects: A Case Study on AISI 52100 Hardened Steel Turning. IEEE Access
Modelling and design of wind-solar hybrid generation projects in long-term energy auctions: a multi-objective optimisation approach. IET Renewable Power Generation
Optimal tuning of the control parameters of an inverter-based microgrid using the methodology of design of experiments. IET Power Electronics
A decision support tool for operational planning: a Digital Twin using simulation and forecasting methods. Production
Estudo Comparativo entre Modelos Autoregressivos Integrados de Médias Móveis e Redes Neurais Artificiais na Modelagem e Previsão de Séries Econométricas. ENEGEP
Otimização de portfolio de ações do Ibovespa: Uma comparação entre métodos de programação linear e não linear. ENEGEP
Is There Personalization in Twitter Search? A Study on polarized opinions about the Brazilian Welfare Reform. Conference on Web Science
2019
A multiobjective optimization model for machining quality in the AISI 12L14 steel turning process using fuzzy multivariate mean square error. Precision Engineering
Optimization of combined time series methods to forecast the demand for coffee in Brazil: A new approach using Normal Boundary Intersection coupled with mixture designs of experiments and rotated factor scores. Int Jour. of Production Economics
Stochastic Optimization of AISI 52100 Hard Turning With Six Sigma Capability Constraint. IEEE Access
Response surface methodology for advanced manufacturing technology optimization: theoretical fundamentals, practical guidelines, and survey literature review. Int. Jour. of Advanced Manufacturing Technology
Optimizing production in machining of hardened steels using response surface methodology. Acta Scientarium. Technology
Prediction capability of Pareto optimal solutions: a multi-criteria optimization strategy based on model capability ratios. Precision Engineering
A Design of Experiments Comparative Study on Clustering Methods. IEEE Access
Análise do impacto de uma opção de abandono para usinas eólicas no Brasil diante das incertezas modeladas a partir de um processo de reversão à média com saltos. ANPAD
Aplicação de princípios e ferramentas da gestão da qualidade total em uma empresa francesa de manutenção em transporte ferroviário. E-book
Proposed method for contracting of wind-photovoltaic projects connected to the Brazilian electric system using multiobjective programming. Renewable & SusteinableEnergy Reviews
A multivariate GR&R approach to variability evaluation of measuring instruments in resistance spot welding process. Jour. of Manufacturing Processes
A multivariate normal boundary intersection PCA-based approach to reduce dimensionality in optimization problems. Engineering with Computers
Analysis of the wind average speed in different Brazilian states using the nested GR&R measurement system. Measurent
The Influence of Accreditation on the Sustainability of Organizations with the Brazilian Accreditation Methodology. Jour. of Healthcare Engineering
Análise das Causas de Variação Atribuídas a Diferentes Instrumentos Metrológicos para Verificação das Características Geométricas de um Processo de Soldagem por Pontos. Revista Soldagem e Inspeção
Impact of Dynamic Thermal Limits of Transmission Lines on Power System Operation. Revista IEEE América Latina
A mel-frequency cepstral coefficient-based approach for surface roughness diagnosis in hard turning using acoustic signals and gaussian mixture models. Applied Acoustics
Multivariate Normal Boundary Intersection based on rotated factor scores: A multiobjective optimization method for methyl orange treatment. Jour. of Cleaner Production
Multiobjective portfolio optimization of ARMA-GARCH time series based on experimental designs. Computers & Operations Research. Computers & Operations Research
Experimental Design and Data collection of a finishing end milling operation of AISI 1045 steel. Data in Brief
Design of Experiments and Focused Grid Search for Neural Network parameter optimization. Neurocomputing
A normal boundary intersection with multivariate mean square error approach for dry end milling process optimization of the AISI 1045 steel. Jour. of Cleaner Production
Verificação da vida da ferramenta PCBN 7025 Wiper e da rugosidade Ra no torneamento do aço ABNT H13 utilizando o software Audacity. CONEM
Lean Office e gestão de projetos: Pesquisa-ação em uma empresa de desenvolvimento de software. ENEGEP
Estudo comparativo dos métodos de detecção de mudanças em séries não lineares. ENEGEP
Abordagem de estado de baixa do mercado na avaliação estocástica da eficiência. ENEGEP
Técnicas mais recorrentes na aplicação da metodologia Seis Sigma DMAIC em serviços: uma revisão sistemática de artigos publicados nos últimos 10 anos. SIMPEP
2015
Modelagem da rugosidade e da vida da ferramenta no tornamento do aço duro ABNT 52100 com cerâmica mista wiper utilizando metodologia de superfície de resposta. Revista Iberoamericana de Ingeniería Mecánica
Entropy-Based Weighting Applied to Normal Boundary Intersection Approach: The Vertical Turning of Martensitic Gray Cast Iron Piston Rings Case. Acta Scientiarum. Technology
Detecção de mudança de nível em séries temporais não lineares usando Descritores de Hjorth. Production
Parameterization of RBF Neural Networks via combination of unsurpevised procedures and a new scaling parameters. CSCC
Análise e comparação do monitoramento da rugosidade (Ra,Rt) por sistema de som. ENEGEP
Método de ponderação baseado em entropia para otimização multiobjetivo. ENEGEP
Entropy-based weighting for multiobjective Optimization. EURO
Otimização do fresamento de topo do aço ABNT 1045. E-book
Análise da consistência do FMEA: uma abordagem quantitativa: Aplicação de Análise de Concordância por Atributos (GR&R) a ferramentas qualitativas: estudo de caso FMEA. E-book
2014
A Normal Boundary Intersection Approach to Multiresponse Robust Optimization of the Surface Roughness in End Milling Process with Combined Arrays. Precision Engineering
Weighted approach for multivariate analysis of variance in measurement system analysis. Precision Engineering
Design of Experiments Applied to Environmental Variables Analysis in Electricity Utilities Efficiency: The Brazilian Case. Energy Economics
A Didactic Activity for Introducing Design and Optimization of Experiments Assisted by Revised Bloom's Taxonomy. Int Jour. of Higher Education
A multivariate robust parameter optimization approach based on Principal Component Analysis with combined arrays. Computers & Industrial Engineering
Melhoria do processo de uma indústria metalúsrgica através de ferramentas Lean e simulação de processos. SBPO
Uma abordagem Seis Sigma para otimizar a capabilidade de um sistema de medição. ENEGEP
Projeto para a parametrização otimizada dos ganhos de um controlador proporcional, integral e derivativo. ENEGEP
Previsão de dados de séries temporais dos PIBs brasileiro e americano através do modelo ARIMA. ENEGEP
Modelagem e monitoramento da rugosidade da superfície de torneamento do aço AISI H13 temperado usando metodologia de superfície de resposta com análise de som. CONEM
Análise multivariada de sistemas de medição: Aplicações usando os métodos PCA e MANOVA. E-book
A multivariate surface roughness modeling and optimization under conditions of uncertainty. Measurement
Weighted Multivariate Mean Square Error for processes optimization: A case study on flux-cored arc welding for stainless steel claddings. European Jour. of Operational Research
Otimização do processo de homogeneização de emulsões W/O de petróleo com o uso da Metodologia de Superfície de Resposta. Revista Científica e-Locução
Estudo da minimização de erro nas medições de concentração de emulsões por titulação Karl-Fischer utilizando-se projeto de experimentos. Revista Científica e-Locução
Uma investigação sobre os coeficientes C4 e C5 das cartas de controle Shewhart X-barra e S. Revista Científica e-Locução
Weighted approach in estimating evaluation indexes for measurement systems with correlated charachteristics. ISSAT
Measurement system analysis applied to AISI 12L14 steel turning. ISSAT
Gerenciamento da cadeia de suprimentos: uma comparação entre a logística da cadeia total e da cadeia interna. ENEGEP
Planejamento e otimização de experimento: um exemplo didático. COBENGE
2012
Global Criterion Method based on Principal Components to the Optimization of Manufacturing Processes with Multiple Responses. Jour. of Mechanical Enginnering
MSR otimiza processo de produção de anéis de pistão de Fofo cinzento. Máquinas e Metais
Modelagem da rugosidade no torneamento com cerâmica mista alisadora. Máquinas e Metais
FCAW process optimization using the multivariate
mean square error. Welding Int
Development of a special geometry carbide tool for the optimization of vertical turning of martensitic gray cast iron piston rings. Int Jour. Advanced Manufacturing Technology
Optimization of Radial Basis Function neural network employed for prediction of surface roughness in hard turning process using Taguchi's orthogonal arrays. Expert Systems with Applications
Otimização do Processo de Torneamento Vertical de Anéis de Pistão de Ferro Fundido Cinzento Martensítico Utilizando a Metodologia de Superfície de Resposta MSR. Máquinas e Metais
A multivariate descriptor method for
change-point detection in nonlinear
time series. Jour. of Applied Statistics
Portfolio optimization using Mixture Design of Experiments: Scheduling trades
within electricity markets. Energy Economics
Aircraft interior failure pattern recognition utilizing text
mining and neural networks. Jour. Intell Inf System
Uma abordagem experimental para a otimização
da rentabilidade de extração de proteína de soja
na produção de bebidas. P&D em Engenharia de Produção
Otimização do desempenho de amplificadores
de radiofrequência banda larga:
uma abordagem experimental. Produção
Otimização de Múltiplos Objetivos na Soldagem de Revestimento de Chapas de Aço Carbono ABNT 1020 Utilizando Arame Tubular Inoxidável Austenítico. Soldagem e Inspeção
Modelagem da rugosidade (RaA, Rt) no torneamento duro com cerâmica mista alisadora utilizando projeto de experimentos. ENEGEP
Influence of flux cored arc welding parameters on the weld bead geometry in 316L stainless steel claddings deposited on AISI 1020 carbon steel plates. COBEM
Projeto de parâmetros robustos multivariados baseado na análise de componentes principais. COBEF
Modelagem da rugosidade (Ra, Rt, Rz, Rq e Ry) no torneamento do aço ABNT 52100 endurecido utilizando cerâmica mista com geometria wiper. COBEF
Modelagem da rugosidade e da vida da ferramenta no torneamento do aço duro ABNT 52100 com cerâmica mista wiper utilizando metodologia de superfície de resposta. CIBEM
An Experimental Approach for Developing RFID Ready Receiving
and Shipping. IIE
Assessment of Construction Fatalities to Predict Cause Factors by
Neural Network Analysis. IIE
Aircraft Interior Failure Pattern Recognition utilizing Text
Mining and Neural Networks. IIE
2010
Otimização do Processo de Soldagem FCAW Usando o Erro Quadrático Médio Multivariado. Soldagem e Inspeção
A DOE Based Approach for the Design of RBF Artificial Neural Networks Applied to Prediction of Surface Roughness in AISI 52100 Hardened Steel Turning. Jour. of the Braz. Soc. of Mech. Sci. & Eng.
Artificial neural networks for machining processes surface
roughness modeling. Int J Adv Manuf Technol
Multi-objective optimization of pulsed gas metal arc welding
process based on weighted principal component scores. Int J Adv Manuf Technol
A Model to Long-Term, Multiarea, Multistage,
and Integrated Expansion Planning
of Electricity and Natural Gas Systems. IEEE Trans on Power Systems
Electricity demand and spot price forecasting using evolutionary computation
combined with chaotic nonlinear dynamic model. Electrical Power and Energy Systems
Design of experiments on neural network’s training for nonlinear
time series forecasting. Neurocomputing - Artigo mais citado!
Magneto-rheological fluids redispersibility – a factorial design study of phosphate shell on
carbonyl iron powder with dispersing additives. J. Physics
A multivariate mean square error optimization of AISI
52100 hardened steel turning. Int Jour. Adv Manuf Technol
Otimização robusta multivariada no processo de torneamento do aço endurecido AISI 52100. COBEF
2008
Electricity spot prices: modeling & simulation using DOE and ANN. SEPOPE
The influence of operational marginal cost simulation methods on electricity contract portfolio strategies in Brazil. PSCC
A Multivariate Descriptor for Change Point
Detection in Nonlinear Time Series. PSCC
Off-state viscosity and yield stress optimization of magnetorheological
fluids: a mixture design of experiments approach. ERMR
Magnetorheological fluids redispersibility - a factorial design study of phosphate shell on carbonyl iron powder with dispersing additives. ERMR
Otimização de múltiplas respostas baseada no erro quadrático médio multivariado. ENEGEP
Torneamento do aço endurecido AISI 52100: otimização de múltiplas respostas sob a abordagem do erro quadrático médio multivariado.Colóquio de Usinagem
2007
Powder suspensions with log-normal size distribution:
minimizing the viscosity through mixture design. SBPMat
Aplicação de um arranjo fatorial completo ao projeto dos parâmetros de uma rede neural artificial RBF para predição da rugosidade em processo de torneamento. ENEGEP
2004
Otimização do Procedimento de Homogeneização de Emulsões de Petróleo
através da Metodologia de Taguchi. SIMPEP
Avaliação de Treinamento para a Metodologia Seis Sigma. SIMPEP
2003
Implantação do Sistema de Gestão Ambiental Segundo a ISO 14001:
Um Estudo de Caso em uma Empresa do Sul de Minas Gerais. ENEGEP
Determinação de Valores Objetivos em Matrizes QFD
usando Delineamento de Experimentos. ENEGEP
Arthur e Arthura Antropometria Ltda - Aplicação Didática para
aprendizado de Repetitividade e Reprodutividade em um contexto Seis
Sigma. ENEGEP
Tuiuiu Papercóptero: Um exemplo didático para a metodologia Seis
Sigma na otimização de duas respostas simultâneas utilizando
planejamento de experimentos. ENEGEP
2002
Uma investigação sobre os coeficientes C4 e C5 das cartas de controle Shewhart Xbar/S. ENEGEP
2001
Quantificação da análise de riscos em investimentos usando medidas de dispersão. ENEGEP
1998
Inteligência artificial aplicada ao controle estatístico de processos em sistemas automatizados de manufatura. ENEGEP
Métodos de previsão usando a série econométrica de Nelson-Plosser: um estudo comparativo. ENEGEP
