Celso José Munaro

16 papers C 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
3W Dataset 2.0.0: a realistic and public dataset with rare undesirable real events in oil wells.
CoRR
Ricardo Emanuel Vaz Vargas, Afrânio José de Melo Junior, Celso José Munaro, Cláudio Benevenuto de Campos Lima, Eduardo Toledo de Lima Junior, Felipe Muntzberg Barrocas, Flávio Miguel Varejão, Guilherme F. Peixer, Igor de Melo Nery Oliveira, Jader Barbosa Jr., Jaime Andrés Lozano Cadena, Jean Carlos Dias de Araújo, João Neuenschwander Escosteguy Carneiro, Lucas Gouveia Omena Lopes, Lucas Pereira de Gouveia, Mateus de Araujo Fernandes, Matheus Lima Scramignon, Patrick Marques Ciarelli, Rodrigo Castello Branco, Rogério Leite Alves Pinto
2025 J jnl
Enhancing one-Class classifiers performance in multivariate time series through dynamic clustering: A case study on hydraulic system fault detection.
Expert Syst. Appl.
André Paulo Ferreira Machado, Celso José Munaro, Patrick Marques Ciarelli
2024 J jnl
Expert system for early sign stuck pipe detection: Feature engineering and fuzzy logic approach.
Eng. Appl. Artif. Intell.
Victor Semedo de Mattos Siqueira, Marco Antonio de Souza L. Cuadros, Celso José Munaro, Gustavo Maia de Almeida
2024 J jnl
Time series clustering to improve one-class classifier performance.
Expert Syst. Appl.
André Paulo Ferreira Machado, Celso José Munaro, Patrick Marques Ciarelli, Ricardo Emanuel Vaz Vargas
2023 J jnl
Data driven performance monitoring and retuning using PID controllers.
Comput. Chem. Eng.
Celso José Munaro, Matheus Rangel Pimentel, Riccardo Bacci di Capaci, Lucíola Campestrini
2021 — conf
Flow Instability Detection in Offshore Oil Wells with Multivariate Time Series Machine Learning Classifiers.
ISIE
Bruno Guilherme Carvalho, Ricardo Emanuel Vaz Vargas, Ricardo Menezes Salgado, Celso José Munaro, Flávio Miguel Varejão
2021 C conf
Hyperparameter Tuning and Feature Selection for Improving Flow Instability Detection in Offshore Oil Wells.
INDIN
Bruno Guilherme Carvalho, Ricardo Emanuel Vaz Vargas, Ricardo Menezes Salgado, Celso José Munaro, Flávio Miguel Varejão
2020 J jnl
Feature selection for multivariate contribution analysis in fault detection and isolation.
J. Frankl. Inst.
Thomas W. Rauber, Francisco de Assis Boldt, Celso José Munaro
2019 J jnl
Fuzzy logic in auto-tuning of fractional PID and backstepping tracking control of a differential mobile robot.
J. Intell. Fuzzy Syst.
Nemerson D. Bernardes, Felipe A. Castro, Marco Antonio de Souza L. Cuadros, Pablo F. Salarolli, Gustavo Maia de Almeida, Celso José Munaro
2015 J jnl
Detection of Causal Relationships Based on Residual Analysis.
IEEE Trans Autom. Sci. Eng.
Vinicius M. Marques, Celso José Munaro, Sirish L. Shah
2013 — conf
Data-based causality detection from a system identification perspective.
ECC
Vinicius M. Marques, Celso José Munaro, Sirish L. Shah
2012 J jnl
Improved stiction compensation in pneumatic control valves.
Comput. Chem. Eng.
Marco Antonio de Souza L. Cuadros, Celso José Munaro, Saul Munareto
2011 — conf
Comparison of methods for estimation and compensation of friction applied to an inverted pendulum.
ICCA
Hugo Tanzarella Teixeira, Victor Semedo de Mattos Siqueira, Celso José Munaro
2011 — conf
On computing parameters to find direction of disturbance propagation using transfer entropy method.
ICCA
Vinicius M. Marques, Celso José Munaro
2011 — conf
On frequency detection and root cause analysis of plant-wide oscillations via ACF method.
ICCA
Cleber F. Depizzol, Celso José Munaro
2011 — conf
Quantification of valve stiction and dead band in control loops based on harmonic balance method.
ICCA
Alancardek P. Araujo, Celso José Munaro, Moacir Rosado Filho