Quantification of valve stiction and dead band in control loops based on harmonic balance method. - Alancardek P. Araujo; Celso José Munaro; Moacir Rosado Filho (ICCA, 2011)

On frequency detection and root cause analysis of plant-wide oscillations via ACF method. - Cleber F. Depizzol; Celso José Munaro (ICCA, 2011)

On computing parameters to find direction of disturbance propagation using transfer entropy method. - Vinicius M. Marques; Celso José Munaro (ICCA, 2011)

Comparison of methods for estimation and compensation of friction applied to an inverted pendulum. - Hugo Tanzarella Teixeira; Victor Semedo de Mattos Siqueira; Celso José Munaro (ICCA, 2011)

Improved stiction compensation in pneumatic control valves. - Marco Antonio de Souza L. Cuadros; Celso José Munaro; Saul Munareto (Comput. Chem. Eng., 2012)

Data-based causality detection from a system identification perspective. - Vinicius M. Marques; Celso José Munaro; Sirish L. Shah (ECC, 2013)

Detection of Causal Relationships Based on Residual Analysis. - Vinicius M. Marques; Celso José Munaro; Sirish L. Shah (IEEE Trans Autom. Sci. Eng., 2015)

Fuzzy logic in auto-tuning of fractional PID and backstepping tracking control of a differential mobile robot. - Nemerson D. Bernardes; Felipe A. Castro; Marco Antonio de Souza L. Cuadros; Pablo F. Salarolli; Gustavo Maia de Almeida; Celso José Munaro (J. Intell. Fuzzy Syst., 2019)

Feature selection for multivariate contribution analysis in fault detection and isolation. - Thomas W. Rauber; Francisco de Assis Boldt; Celso José Munaro (J. Frankl. Inst., 2020)

Hyperparameter Tuning and Feature Selection for Improving Flow Instability Detection in Offshore Oil Wells. - Bruno Guilherme Carvalho; Ricardo Emanuel Vaz Vargas; Ricardo Menezes Salgado; Celso José Munaro; Flávio Miguel Varejão (INDIN, 2021)

Flow Instability Detection in Offshore Oil Wells with Multivariate Time Series Machine Learning Classifiers. - Bruno Guilherme Carvalho; Ricardo Emanuel Vaz Vargas; Ricardo Menezes Salgado; Celso José Munaro; Flávio Miguel Varejão (ISIE, 2021)

Data driven performance monitoring and retuning using PID controllers. - Celso José Munaro; Matheus Rangel Pimentel; Riccardo Bacci di Capaci; Lucíola Campestrini (Comput. Chem. Eng., 2023)

Time series clustering to improve one-class classifier performance. - André Paulo Ferreira Machado; Celso José Munaro; Patrick Marques Ciarelli; Ricardo Emanuel Vaz Vargas (Expert Syst. Appl., 2024)

Expert system for early sign stuck pipe detection: Feature engineering and fuzzy logic approach. - Victor Semedo de Mattos Siqueira; Marco Antonio de Souza L. Cuadros; Celso José Munaro; Gustavo Maia de Almeida (Eng. Appl. Artif. Intell., 2024)

Enhancing one-Class classifiers performance in multivariate time series through dynamic clustering: A case study on hydraulic system fault detection. - André Paulo Ferreira Machado; Celso José Munaro; Patrick Marques Ciarelli (Expert Syst. Appl., 2025)

3W Dataset 2.0.0: a realistic and public dataset with rare undesirable real events in oil wells. - 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; et al. (CoRR, 2025)