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Geert Craessaerts

Katholieke Universiteit Leuven

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Featured researches published by Geert Craessaerts.

IFAC Proceedings Volumes | 2005

IDENTIFICATION OF SENSOR FAULTS ON COMBINE HARVESTERS USING INTELLIGENT METHODS

Geert Craessaerts; T. Coen; Josse De Baerdemaeker

Abstract Process monitoring and fault diagnosis is of considerable interest from an industrial perspective. In this paper, the general applicability of intelligent methods, like self-organizing maps (SOM) and multilayer feedforward networks with backpropagation, for the identification of sensor failure on combine harvesters will be illustrated. Both neural network types showed comparable results in order to classify normal and faulty sensor conditions.

Biosystems Engineering | 2009

Estimation of the crop density of small grains using LiDAR sensors.

Wouter Saeys; Bart Lenaerts; Geert Craessaerts; J. De Baerdemaeker

Biosystems Engineering | 2010

Fuzzy control of the cleaning process on a combine harvester

Geert Craessaerts; Josse De Baerdemaeker; Bart Missotten; Wouter Saeys

Biosystems Engineering | 2008

Identification of the cleaning process on combine harvesters. Part I: A fuzzy model for prediction of the material other than grain (MOG) content in the grain bin

Geert Craessaerts; Wouter Saeys; Bart Missotten; Josse De Baerdemaeker

Biosystems Engineering | 2007

A genetic input selection methodology for identification of the cleaning process on a combine harvester, Part I: Selection of relevant input variables for identification of the sieve losses

Geert Craessaerts; Wouter Saeys; Bart Missotten; Josse De Baerdemaeker

Archive | 2008

Biomass cleaner with improvements in crop harvesting machines and related methods

Geert Craessaerts; Bart Missotten

Biosystems Engineering | 2007

A genetic input selection methodology for identification of the cleaning process on a combine harvester, Part II: Selection of relevant input variables for identification of material other than grain (MOG) content in the grain bin

Geert Craessaerts; Wouter Saeys; Bart Missotten; Josse De Baerdemaeker

Computers and Electronics in Agriculture | 2005

A Windows-based design environment for combine automation via CANbus

Geert Craessaerts; K. Maertens; J. De Baerdemaeker

Biosystems Engineering | 2010

Identification of the cleaning process on combine harvesters, part II: a fuzzy model for prediction of the sieve losses

Geert Craessaerts; Wouter Saeys; Bart Missotten; Josse De Baerdemaeker

Biosystems Engineering | 2010

Fault diagnostic systems for agricultural machinery.

Geert Craessaerts; Josse De Baerdemaeker; Wouter Saeys

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Bart Missotten

Katholieke Universiteit Leuven

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Wouter Saeys

Katholieke Universiteit Leuven

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Josse De Baerdemaeker

Katholieke Universiteit Leuven

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Bart Lenaerts

Katholieke Universiteit Leuven

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J. De Baerdemaeker

Katholieke Universiteit Leuven

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K. Maertens

Katholieke Universiteit Leuven

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T. Coen

Katholieke Universiteit Leuven

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