Geert Gins

Publication Activity (10 Years)

Years Active: 2006-2018
Publications (10 Years): 3

Top Topics

Quality Prediction

Statistical Model

Dimension Reduction

Fault Identification

Top Venues

Comput. Chem. Eng.

Trans. Mach. Learn. Data Min.

Publications

Jan F. M. Van Impe, Klaas Augustinus, Michiel De Prins, Geert Gins
Advance warning for loss of separation in an industrial distillation column. Qual. Reliab. Eng. Int. 34 (1) (2018)
Geert Gins
Editorial. Trans. Mach. Learn. Data Min. 9 (2) (2016)
Geert Gins, Sam Wuyts, Sander Van den Zegel, Jan F. M. Van Impe
Extending Process Monitoring to Simultaneous False Alarm Rejection and Fault Identification (FARFI). ICDM (2016)
Geert Gins, Jef Vanlaer, Pieter Van den Kerkhof, Jan F. M. Van Impe
The RAYMOND simulation package - Generating RAYpresentative MONitoring Data to design advanced process monitoring and control algorithms. Comput. Chem. Eng. 69 (2014)
Geert Gins, Jef Vanlaer, Pieter Van den Kerkhof, Jan F. M. Van Impe
Extending Statistical Models for Batch-End Quality Prediction to Batch Control. ICDM (2013)
Jef Vanlaer, Geert Gins, Jan F. M. Van Impe
Quality assessment of a variance estimator for Partial Least Squares prediction of batch-end quality. Comput. Chem. Eng. 52 (2013)
Pieter Van den Kerkhof, Jef Vanlaer, Geert Gins, Jan F. M. Van Impe
Contribution plots for Statistical Process Control: Analysis of the smearing-out effect. ECC (2013)
Pieter Van den Kerkhof, Geert Gins, Jef Vanlaer, Jan F. M. Van Impe
Dynamic model-based fault diagnosis for (bio)chemical batch processes. Comput. Chem. Eng. 40 (2012)
Jef Vanlaer, Pieter Van den Kerkhof, Geert Gins, Jan F. M. Van Impe
The Influence of Input and Output Measurement Noise on Batch-End Quality Prediction with Partial Least Squares. ICDM (2012)
Geert Gins, Bert Pluymers, Ilse Y. Smets, Jairo Jose Espinosa, Jan F. M. Van Impe
Prediction of Batch-End Quality for an Industrial Polymerization Process. ICDM (2011)
Geert Gins, Ilse Y. Smets, Jan F. M. Van Impe
Efficient Tracking of the Dominant Eigenspace of a Normalized Kernel Matrix. Neural Comput. 20 (2) (2008)
Geert Gins, Jairo Jose Espinosa, Ilse Y. Smets, Wim Van Brempt, Jan F. M. Van Impe
Data Alignment Via Dynamic Time Warping as a Prerequisite for Batch-End Quality Prediction. ICDM (2006)