Marco S. Reis

Industrial Process Monitoring in the Big Data/Industry 4.0 Era: from Detection, to Diagnosis, to Prognosis

Marco S. Reis, Geert Gins · Processes · 2017 · 283 citations · Full text

Engineering, Data Science, Industrial Engineering +17

Recent trends on hybrid modeling for Industry 4.0

Joel Sansana, Mark N. Joswiak, Iván Castillo et al. · Computers & Chemical Engineering · 2021 · 273 citations

Engineering, Industrial Engineering, Manufacturing Engineering +14

How Can SMEs Benefit from Big Data? Challenges and a Path Forward

Shirley Coleman, Rainer Göb, Giuseppe Manco et al. · Quality and Reliability Engineering International · 2016 · 240 citations

Computing, Data Science, Management Information Systems +9

Fault detection in the Tennessee Eastman benchmark process using dynamic principal components analysis based on decorrelated residuals (DPCA-DR)

Tiago J. Rato, Marco S. Reis · Chemometrics and Intelligent Laboratory Systems · 2013 · 159 citations

Engineering, Computer Engineering, Industrial Engineering +14

A systematic comparison of PCA‐based Statistical Process Monitoring methods for high‐dimensional, time‐dependent Processes

Tiago J. Rato, Marco S. Reis, Éric Schmitt et al. · AIChE Journal · 2015 · 112 citations · Full text

Computing, Chemical Engineering, Process Control +14