Jef Vanlaer

发表

Detection of filamentous bulking problems: evaluation of different modeling/classification approaches

Jef Vanlaer, Geert Gins, Ilse Smets, 2008 .

The impact of process variability on Statistical Process Monitoring

Jef Vanlaer, Geert Gins, Jan Van Impe, 2013, 2013 Conference on Control and Fault-Tolerant Systems (SysTol).

Towards online batch fault diagnosis with Least Squares Support Vector Machines

Jef Vanlaer, Geert Gins, Jan Van Impe, 2013 .

Classification of Activated Sludge Settleability Using Linear and Nonlinear Classification Functions

Jef Vanlaer, Geert Gins, Ilse Smets, 2008 .

Online batch fault diagnosis with Least Squares Support Vector Machines

Jef Vanlaer, Geert Gins, J. F. Van Impe, 2012 .

Extending Statistical Models for Batch-End Quality Prediction to Batch Control

Jef Vanlaer, Geert Gins, Jan F. M. Van Impe, 2013, ICDM.

Lazy online batch-end quality estimation: is less more?

Jef Vanlaer, Geert Gins, Jan Van Impe, 2009 .

The influence of measurement noise on PLS-based batch-end quality prediction

Jef Vanlaer, Geert Gins, J. F. Van Impe, 2011 .

Dynamic model-based fault diagnosis for (bio)chemical batch processes

Jef Vanlaer, Geert Gins, Jan F. M. Van Impe, 2012, Comput. Chem. Eng..

The Influence of Input and Output Measurement Noise on Batch-End Quality Prediction with Partial Least Squares

Jef Vanlaer, Geert Gins, Jan F. M. Van Impe, 2012, ICDM.

Application of Least Squares Support Vector Machines to online fault diagnosis of batch processes

Jef Vanlaer, Geert Gins, Jan Van Impe, 2012 .

Extending discrete batch-end quality optimization to online implementation1

Jef Vanlaer, Geert Gins, J. F. Van Impe, 2012 .

Measurement Noise Influence on Statistical Properties of Batch-End Quality Predictions

Jef Vanlaer, Geert Gins, J. F. Van Impe, 2012 .

Analysis of smearing-out in contribution plot based fault isolation for Statistical Process Control

Jef Vanlaer, Geert Gins, Jan Van Impe, 2013 .

Fault detection and diagnosis performance assessment for (bio)chemical batch processes

Jef Vanlaer, Geert Gins, Jan Van Impe, 2011 .

Improving classification-based diagnosis of batch processes through data selection and appropriate pretreatment

Jef Vanlaer, Geert Gins, Pieter Van den Kerkhof, 2015 .

Analysis of Statistical Process Monitoring for (Bio)chemical Batch Processes (Analyse van statistische procesopvolging voor (bio)chemische batchprocessen)

Jef Vanlaer, 2013 .

The influence of measurement noise on PLS-based data mining techniques

Jef Vanlaer, Geert Gins, Jan Van Impe, 2010 .

Online batch-end quality estimation: does laziness pay off?

Jef Vanlaer, Geert Gins, J. F. Van Impe, 2009 .

The influence of input and output measurement noise on online PLS-based prediction of final batch quality

Jef Vanlaer, Geert Gins, Jan Van Impe, 2011 .

The RAYMOND simulation package - Generating RAYpresentative MONitoring Data to design advanced process monitoring and control algorithms

Jef Vanlaer, Geert Gins, Jan F. M. Van Impe, 2014, Comput. Chem. Eng..

Batch fault diagnosis with Least Squares Support Vector Machines

Jef Vanlaer, Geert Gins, Jan Van Impe, 2011 .

Online quality prediction and disturbance discrimination in (bio)chemical batch processes

Jef Vanlaer, Geert Gins, Jan Van Impe, 2011 .

Contribution plots for Statistical Process Control: Analysis of the smearing-out effect

Jef Vanlaer, Geert Gins, Jan F. M. Van Impe, 2013, 2013 European Control Conference (ECC).

Fault detection in a biochemical fed-batch process

Jef Vanlaer, Geert Gins, Jan Van Impe, 2009 .

Online fault detection and diagnosis of (bio)chemical batch processes

Jef Vanlaer, Geert Gins, Jan Van Impe, 2010 .

Combined online quality prediction and critical vs. non-critical process disturbance discrimination in (bio-)chemical batch processes

Jef Vanlaer, Geert Gins, Jan Van Impe, 2010 .

Monitoring of (bio)chemical (fed-)batch processes through intelligent data mining techniques

Jef Vanlaer, Geert Gins, Jan Van Impe, 2009 .

Impact of optimal input selection on batch-end quality prediction and fault detection performance for batch process monitoring

Jef Vanlaer, Geert Gins, Jan Van Impe, 2009 .

Comparison of MPCAV, ARPCA, and BDPCA Fault Detection Performance in a Fed-Batch Penicillin Fermentation Process

Jef Vanlaer, Geert Gins, J. F. Van Impe, 2009 .

Balancing prediction quality and fault detection performance in batch process monitoring

Jef Vanlaer, Geert Gins, Jan Van Impe, 2009 .

Quality assessment of a variance estimator for Partial Least Squares prediction of batch-end quality

Jef Vanlaer, Geert Gins, Jan F. M. Van Impe, 2013, Comput. Chem. Eng..

Discriminating between Critical and Noncritical Disturbances in (Bio)Chemical Batch Processes Using Multimodel Fault Detection and End-Quality Prediction

Jef Vanlaer, Geert Gins, Jan Van Impe, 2012 .