Ghent University Academic Bibliography

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Physics-based neural network models for prediction of cam-follower dynamics beyond nominal operations

Wannes De Groote (UGent) , Sofie Van Hoecke (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(4). p.2345-2355
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Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism

Wannes De Groote (UGent) , Edward Kikken, Erik Hostens, Sofie Van Hoecke (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(1). p.103-114
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Learning to cooperate : a hierarchical cooperative dual robot arm approach for underactuated pick-and-placing

Sander De Witte (UGent) , Thijs Van Hauwermeiren (UGent) , Tom Lefebvre (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(4). p.1964-1972
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Sensorless load angle control for energy optimal sinusoidal driven BLDC motor applications

Jasper De Viaene (UGent) , David Ceulemans, Stijn Derammelaere and Kurt Stockman (UGent)

(2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(4). p.2290-2300
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Deep learning for infrared thermal image based machine health monitoring

Olivier Janssens (UGent) , Rik Van de Walle (UGent) , Mia Loccufier (UGent) and Sofie Van Hoecke (UGent)

(2018) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 23(1). p.151-159
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Decoupled control for the bicycling UGent knee rig : design, implementation, and validation

Amélie Chevalier (UGent) , Matthias Verstraete (UGent) , Clara-Mihaela Ionescu (UGent) and Robain De Keyser (UGent)

(2017) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 22(4). p.1685-1694

Academic Bibliography

Physics-based neural network models for prediction of cam-follower dynamics beyond nominal operations

Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism

Learning to cooperate : a hierarchical cooperative dual robot arm approach for underactuated pick-and-placing

Sensorless load angle control for energy optimal sinusoidal driven BLDC motor applications

Deep learning for infrared thermal image based machine health monitoring

Decoupled control for the bicycling UGent knee rig : design, implementation, and validation

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