Tim Offermans

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Expert Knowledge

Predictive Modeling

Industrial Process

Top Venues

Comput. Chem. Eng.

IEEE Trans. Ind. Informatics

Publications

Tim Offermans, Ewa Szymanska, Francisco Alexandre A. Souza, Jeroen J. Jansen
Process expert knowledge is essential in creating value from data-driven industrial soft sensors. Comput. Chem. Eng. 183 (2024)
Francisco Souza, Tim Offermans, Ruud Barendse, Geert Postma, Jeroen J. Jansen
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling. IEEE Trans. Ind. Informatics 19 (8) (2023)
Leonardo Galvis, Tim Offermans, Carlo G. Bertinetto, Andrea Carnoli, Emina Karamujic, Weiwei Li, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen
Retrospective quality by design r(QbD) for lactose production using historical process data and design of experiments. Comput. Ind. 141 (2022)
Francisco Souza, Tim Offermans, Ruud Barendse, Geert Postma, Jeroen J. Jansen
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling. CoRR (2022)
Francisco Souza, Tim Offermans, Jeroen J. Jansen
Batch Endpoint Prediction using Local Mixture of Batch Time Experts. MetroXRAINE (2022)
Geert H. van Kollenburg, Roel Bouman, Tim Offermans, Jan Gerretzen, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen
Process PLS: Incorporating substantive knowledge into the predictive modelling of multiblock, multistep, multidimensional and multicollinear process data. Comput. Chem. Eng. 154 (2021)
Tim Offermans, Ewa Szymanska, Geert H. van Kolllenburg, Lutgarde M. C. Buydens, Jeroen J. Jansen
Automatically optimizing dynamic synchronization of individual industrial process variables for statistical modelling. Comput. Chem. Eng. 152 (2021)
Tim Offermans, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen
Synchronizing process variables in time for industrial process monitoring and control. Comput. Chem. Eng. 140 (2020)