Projects
Evaluating process model quality: do discovered process models only contain system behavior and nothing more? Hasselt University
Advertisements showing non-ideal models and young women's and men's body image: development of a tripartite process model. KU Leuven
Beauty and fashion companies have been criticized for the persistent usage of extremely thin and muscular models in their advertisements (ads). Current literature has consistently shown that such idealized representations have detrimental effects on individual’s body image and general well-being. Society has therefore called for using more socially responsible advertising. Hence, advertisers have started to include “non-idealized models”, ...
Deep Process Model Forecasting KU Leuven
Process Model Forecasting: From Short and Sweet to Long and Lasting KU Leuven
This project envisions the transformation of predictive process mining techniques, which focus on obtaining a prediction for the remaining time, outcome, or next step in a process, by introducing long-term process model-wide forecasts. To this purpose, the investigators will build on their recent efforts on a first incarnation of process model forecasting based on univariate statistical time series analysis and use them towards deep learning ...
Predictive Process Techniques for Model Forecasting and Monitoring KU Leuven
This project envisions the transformation of predictive process mining techniques, which focus on obtaining a prediction for the remaining time, outcome, or next step in a process, by introducing long-term process model-wide forecasts. To this purpose, the investigators will build on their recent efforts on a first incarnation of process model forecasting based on univariate statistical time series analysis and use them towards deep learning ...
Development of an integrated population balance/hydrodynamic model to optimize the water-sludge separation process in wastewater treatment Ghent University
This study deals with membrane bioreactors (MBR), combining biological treatment with membrane separation technology. An integral model will be developed describing the MBR processes, i.e. biological processes, filtration processes and changes in particle size of the activated sludge. For the latter a mechanistic submodel will be developed describing the changes in particle size distribution by using population balance models.
Demystifying ion transport phenomena in electro-driven membrane process via the extended Donna-Manning model and Module-scale Analysis KU Leuven
The development of a flow sheet model for a full continuous pharmaceutical from-powder-to-tablet manufacturing line to gather process knowledge and the development of control strategies Ghent University
Mechanistic models of pharmaceutical processes are required to predict and control the continuous production of tablets based on real-time measurements and adjustment of significant process variables. The development of these models will adopt a step-wise approach. In this project the focus will be the modelling of a full continuous from-powder-to-tablet manufacturing line
The realization of strategic fit in the business architecture: aligning strategy, business model, and process perspectives Ghent University
The research project aims to align the organizational strategy, the business model, and the operational processes as this alignment is important for the long-term success of a company. The project is situated in the field of Business Informatics, which includes the use of a modeling method to provide a visual representation of the relevant elements that are identified in Strategic Management. Although related research addressed this issue, ...