Presentations
Presentations
Talks
Other participations
Talks
Continuous process industry: From understanding data to making more efficient operational decisions
2nd World Conference on Data Science & Statistics, Netherlands, 2024
MOOC: Climate Action - The role of Digital Transformation in the Process Industry
Industrial Seminar - Threading-CO2 Academy
Threading-CO2 research project
LUT University, Lappeenranta, May 27, 2024
Surrogate model (results)
Research Seminar - HYGCEL research project
ABB Oy, Helsinki, Nov 21, 2023
Fault detection in continuous chemical processes: An approach based on ensemble learning and Bayesian inference
KIChE (Korean Institute of Chemical Engineers) Spring Meeting Symposium, South Korea, 2021
Together with Silva, Douglas R.F., Almeida, Cássia R.S.N. and Park, Song W.
Profile of the chemistry professional in the context of industry 4.0 link
XXXII Week of Chemistry: "Artificial intelligence: The new frontier of Brazilian science", UFMS, Brazil, 2020
Topics: Industry 4.0 concept; Miscellaneous applications; World trends; Opportunities in Brazil
Data analysis in biomass and pulp mill - flyer
Pulp and Biomass Research Workshop, UFMG, Brazil, 2019
Topics: Activities of the Data Analysis Research Group
Data analysis in industrial processes
Workshop on Clean Technologies, UFMG, Brazil, 2018
Topic: Activities of the Data Analysis Reasearch Group
Engineering challenges on data analysis and visual analytics
IV Workshop on Data Science, USP, Brazil, 2018
Topics: Big data; Visual analytics; Data analysis; Requirements: Infrastructure, organizational culture, and personal skills; Trends and challenges
The engineering and Industry 4.0
Launch event of the Pilot School of Chemical Engineering, UFVJM-Diamantina, Brazil, 2018
Topics: Industry 4.0: Why the status of 4th Industrial Revolution?; Keywords & structure; Impacts, gains, challenges and opportunities; Big data, analytics and engineering
Visual analytics and big data
Workshop on Visual Analytics in Operational & Business Intelligence, USP, Brazil, 2016
Utilization of process historical data in recovery boilers
50th Anniversary Seminar of the Finnish Recovery Boiler Committee in association with the International Chemical Recovery Conference (ICRC), Finland, 2014
Topics: Process- and data-driven approaches; Applications: Communication facilities, Abnormal situation management, Fault diagnosis, Detection of abnormal process variability, Management of false alarm rate
Together with Prof. Park, Song W./U. of Sao Paulo
Computational intelligence in the chemical industry
6th International Symposium on Intelligence Computation and Applications (ISICA), China, 2012
Topics: Chemical industry; Data-driven approach; Applications: Sensitivity analysis, Multiple normal operating states, Abnormal event management, Fault detection and diagnosis
Hidden Markov model
Master Degree Program in Electrical Engineering, Munich U. of Applied Sciences, Germany, 2011
Topics: Markov models; Hidden Markov models; Applications
Other participations
SemprEQ roundtable (inside the PPGEQ Seminars course)
Jun 04 (Friday), 2021, 6pm - 7:40pm