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Proceedings Papers

SCADA-Based Long-Term Wind Turbine Performance Degradation Analysis Based on Deep Learning Techniques

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Dandan Peng, Ludovico Terzi, Wim Desmet, Konstantinos Gryllias
Proc. ASME. GT2024, Volume 13: Heat Transfer: General Interest / Additive Manufacturing Impacts on Heat Transfer; Wind Energy, V013T37A017, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-128709
https://doi.org/10.1115/GT2024-128709
View Paper titled, SCADA-Based Long-Term Wind Turbine Performance Degradation Analysis Based on Deep Learning Techniques
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Topics: Condition monitoring, Convolutional neural networks, Deep learning, Wind turbines
Journal Articles

GLDAN: Global and Local Domain Adaptation Network for Cross-Wind Turbine Fault Diagnosis

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Dandan Peng, Wim Desmet, Konstantinos Gryllias
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. March 2024, 146(3): 031009.
Paper No: GTP-23-1254
https://doi.org/10.1115/1.4063578
Published Online: November 6, 2023
View Articletitled, GLDAN: Global and Local Domain Adaptation Network for Cross-Wind Turbine Fault Diagnosis
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Topics: Fault diagnosis, Turbines, Wind, Wind turbines, Artificial neural networks
Proceedings Papers

GLDAN: Global and Local Domain Adaptation Network for Cross-Wind Turbine Fault Diagnosis

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Dandan Peng, Wim Desmet, Konstantinos Gryllias
Proc. ASME. GT2023, Volume 14: Wind Energy, V014T37A005, June 26–30, 2023
Publisher: American Society of Mechanical Engineers
Paper No: GT2023-102241
https://doi.org/10.1115/GT2023-102241
View Paper titled, GLDAN: Global and Local Domain Adaptation Network for Cross-Wind Turbine Fault Diagnosis
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Topics: Fault diagnosis, Turbines, Wind, Wind turbines
Journal Articles

Condition Monitoring of Wind Turbines Based on Anomaly Detection Using Deep Support Vector Data Description

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Dandan Peng, Chenyu Liu, Wim Desmet, Konstantinos Gryllias
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. September 2023, 145(9): 091009.
Paper No: GTP-23-1186
https://doi.org/10.1115/1.4062768
Published Online: July 27, 2023
View Articletitled, Condition Monitoring of Wind Turbines Based on Anomaly Detection Using Deep Support Vector Data Description
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Topics: Condition monitoring, Wind turbines, Artificial neural networks
Proceedings Papers

Semi-Supervised CNN-Based SVDD Anomaly Detection for Condition Monitoring of Wind Turbines

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Dandan Peng, Chenyu Liu, Wim Desmet, Konstantinos Gryllias
Proc. ASME. IOWTC2022, ASME 2022 4th International Offshore Wind Technical Conference, V001T01A019, December 7–8, 2022
Publisher: American Society of Mechanical Engineers
Paper No: IOWTC2022-98704
https://doi.org/10.1115/IOWTC2022-98704
View Paper titled, Semi-Supervised CNN-Based SVDD Anomaly Detection for Condition Monitoring of Wind Turbines
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Topics: Condition monitoring, Wind turbines
Proceedings Papers

Analytical Lumped-Parameter Model of Misaligned Gear Contacts for Efficient System Level Drivetrain Simulations

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Jordi Marco I Jordan, Bart Blockmans, Wim Desmet
Proc. ASME. IDETC-CIE2022, Volume 1: 24th International Conference on Advanced Vehicle Technologies (AVT), V001T01A013, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-88348
https://doi.org/10.1115/DETC2022-88348
View Paper titled, Analytical Lumped-Parameter Model of Misaligned Gear Contacts for Efficient System Level Drivetrain Simulations
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Topics: Gears, Helical gears, Modeling, Simulation
Proceedings Papers

Condition Monitoring of Wind Turbines Based on Anomaly Detection Using Deep Support Vector Data Description

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Dandan Peng, Chenyu Liu, Wim Desmet, Konstantinos Gryllias
Proc. ASME. GT2022, Volume 11: Wind Energy, V011T38A018, June 13–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: GT2022-82624
https://doi.org/10.1115/GT2022-82624
View Paper titled, Condition Monitoring of Wind Turbines Based on Anomaly Detection Using Deep Support Vector Data Description
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Topics: Condition monitoring, Wind turbines
Journal Articles

Erratum: “Impact of the Unit Cell Choice on the Efficiency of Dispersion Curve Calculations Using GBMS” [ASME J. Vib. Acoust. 144(2), p. 024501; DOI: 10.1115/1.4051817 ]

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Vanessa Cool, Lucas Van Belle, Claus Claeys, Elke Deckers, Wim Desmet
Journal: Journal of Vibration and Acoustics
Publisher: ASME
Article Type: Errata
J. Vib. Acoust. February 2023, 145(1): 017001.
Paper No: VIB-22-1264
https://doi.org/10.1115/1.4055410
Published Online: September 13, 2022
View Articletitled, Erratum: “Impact of the Unit Cell Choice on the Efficiency of Dispersion Curve Calculations Using GBMS” [ASME J. Vib. Acoust. 144(2), p. 024501; DOI: 10.1115/1.4051817 ]
Open the PDF for Erratum: “Impact of the Unit Cell Choice on the Efficiency of Dispersion Curve Calculations Using GBMS” [ASME J. Vib. Acoust. 144(2), p. 024501; DOI: 10.1115/1.4051817 ] in another window
Topics: Computation, Eigenvalues, Errors
Journal Articles

Impact of the Unit Cell Choice on the Efficiency of Dispersion Curve Calculations Using Generalized Bloch Mode Synthesis

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Vanessa Cool, Lucas Van Belle, Claus Claeys, Elke Deckers, Wim Desmet
Journal: Journal of Vibration and Acoustics
Publisher: ASME
Article Type: Technical Briefs
J. Vib. Acoust. April 2022, 144(2): 024501.
Paper No: VIB-21-1162
https://doi.org/10.1115/1.4051817
Published Online: July 29, 2021
View Articletitled, Impact of the Unit Cell Choice on the Efficiency of Dispersion Curve Calculations Using Generalized Bloch Mode Synthesis
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Topics: Acoustics, Computation, Eigenvalues, Periodic structures, Phononic crystals, Vibration, Wave propagation, Metamaterials, Errors, Noise (Sound)
Proceedings Papers

An Improved 2DCNN With Focal Loss Function for Blade Icing Detection of Wind Turbines Under Imbalanced SCADA Data

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Dandan Peng, Chenyu Liu, Wim Desmet, Konstantinos Gryllias
Proc. ASME. IOWTC2021, ASME 2021 3rd International Offshore Wind Technical Conference, V001T01A018, February 16–17, 2021
Publisher: American Society of Mechanical Engineers
Paper No: IOWTC2021-3527
https://doi.org/10.1115/IOWTC2021-3527
View Paper titled, An Improved 2DCNN With Focal Loss Function for Blade Icing Detection of Wind Turbines Under Imbalanced SCADA Data
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Topics: Artificial neural networks, Blades, Wind turbines
Proceedings Papers

Control Design for an Emulator of Mechatronic Powertrain Dynamics: A Case Study

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Laurens Jacobs, Dennis Janssens, Jan Croes, Wim Desmet, Jan Swevers
Proc. ASME. DSCC2020, Volume 2: Intelligent Transportation/Vehicles; Manufacturing; Mechatronics; Engine/After-Treatment Systems; Soft Actuators/Manipulators; Modeling/Validation; Motion/Vibration Control Applications; Multi-Agent/Networked Systems; Path Planning/Motion Control; Renewable/Smart Energy Systems; Security/Privacy of Cyber-Physical Systems; Sensors/Actuators; Tracking Control Systems; Unmanned Ground/Aerial Vehicles; Vehicle Dynamics, Estimation, Control; Vibration/Control Systems; Vibrations, V002T25A002, October 5–7, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2020-3107
https://doi.org/10.1115/DSCC2020-3107
View Paper titled, Control Design for an Emulator of Mechatronic Powertrain Dynamics: A Case Study
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Topics: Design, Dynamics (Mechanics), Control equipment, Torque, Experimental design, Feedback, Feedforward control
Journal Articles

Implications of Nonsub-Wavelength Resonator Spacing on the Sound Transmission Loss Predictions of Locally Resonant Metamaterial Partitions

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Lucas Van Belle, Claus Claeys, Elke Deckers, Wim Desmet
Journal: Journal of Vibration and Acoustics
Publisher: ASME
Article Type: Technical Briefs
J. Vib. Acoust. August 2021, 143(4): 044503.
Paper No: VIB-20-1371
https://doi.org/10.1115/1.4048892
Published Online: November 13, 2020
View Articletitled, Implications of Nonsub-Wavelength Resonator Spacing on the Sound Transmission Loss Predictions of Locally Resonant Metamaterial Partitions
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Topics: Metamaterials, Periodic structures, Resonance, Sound, Vibration, Wavelength, Waves, Acoustics, Noise control, Modeling
Proceedings Papers

Deep Learning of (Periodic) Minimal Coordinates for Multibody Simulations

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Andrea Angeli, Frank Naets, Wim Desmet
Proc. ASME. IDETC-CIE2020, Volume 2: 16th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC), V002T02A008, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22529
https://doi.org/10.1115/DETC2020-22529
View Paper titled, Deep Learning of (Periodic) Minimal Coordinates for Multibody Simulations
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Topics: Simulation, Artificial neural networks, Differential algebraic equations, Differential equations, Dynamics (Mechanics), Manifolds, Multibody dynamics
Journal Articles

Parameter Identification on Flexible Multibody Models Using the Adjoint Variable Method and Flexible Natural Coordinate Formulation

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Simon Vanpaemel, Frank Naets, Martijn Vermaut, Wim Desmet
Journal: Journal of Computational and Nonlinear Dynamics
Publisher: ASME
Article Type: Research-Article
J. Comput. Nonlinear Dynam. July 2020, 15(7): 071006.
Paper No: CND-19-1483
https://doi.org/10.1115/1.4047086
Published Online: May 21, 2020
View Articletitled, Parameter Identification on Flexible Multibody Models Using the Adjoint Variable Method and Flexible Natural Coordinate Formulation
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Topics: Equations of motion, Multibody systems, Optimization, Sensitivity analysis, Simulation, Springs, Stiffness, Stress, Computation, Kinematics
Proceedings Papers

Exhaustive Synthesis and Analysis of Automotive 2-Stage Planetary Transmission Designs

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Henri Karhula, Mike Nicolai, Wim Desmet
Proc. ASME. IDETC-CIE2019, Volume 10: 2019 International Power Transmission and Gearing Conference, V010T11A037, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97753
https://doi.org/10.1115/DETC2019-97753
View Paper titled, Exhaustive Synthesis and Analysis of Automotive 2-Stage Planetary Transmission Designs
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Topics: Automotive transmissions, Brakes, Design, Engineers, Modeling
Journal Articles

Application of a Priori Hyper-Reduction to the Nonlinear Dynamic Finite Element Simulation of a Rolling Car Tire

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Daniel De Gregoriis, Frank Naets, Peter Kindt, Wim Desmet
Journal: Journal of Computational and Nonlinear Dynamics
Publisher: ASME
Article Type: Research-Article
J. Comput. Nonlinear Dynam. November 2019, 14(11): 111009.
Paper No: CND-19-1090
https://doi.org/10.1115/1.4043892
Published Online: September 23, 2019
View Articletitled, Application of a Priori Hyper-Reduction to the Nonlinear Dynamic Finite Element Simulation of a Rolling Car Tire
Open the PDF for Application of a Priori Hyper-Reduction to the Nonlinear Dynamic Finite Element Simulation of a Rolling Car Tire in another window
Topics: Roads, Tires, Simulation, Finite element analysis
Proceedings Papers

Closed-Loop Design for Hybrid Powertrains

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Johan Vanhuyse, Nikolce Murgovski, Mike Nicolai, Herman Van der Auweraer, Wim Desmet
Proc. ASME. IDETC-CIE2017, Volume 3: 19th International Conference on Advanced Vehicle Technologies; 14th International Conference on Design Education; 10th Frontiers in Biomedical Devices, V003T01A024, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67404
https://doi.org/10.1115/DETC2017-67404
View Paper titled, Closed-Loop Design for Hybrid Powertrains
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Topics: Design, Optimal control, Architecture, Control equipment, Energy management, Hybrid electric vehicles, Vehicles
Proceedings Papers

Reduced-Order Modelling of Multibody Contact Problems: A Novel Semi-Analytic Method

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Niccolò Cappellini, Bart Blockmans, Jakob Fiszer, Tommaso Tamarozzi, Francesco Cosco, Wim Desmet
Proc. ASME. IDETC-CIE2017, Volume 6: 13th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, V006T10A028, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67948
https://doi.org/10.1115/DETC2017-67948
View Paper titled, Reduced-Order Modelling of Multibody Contact Problems: A Novel Semi-Analytic Method
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Topics: Contact mechanics, Modeling, Engineering simulation, Gears, Simulation, Displacement, Errors, Finite element analysis, Torque
Proceedings Papers

Virtual Sensing for Rotordynamics

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Simona Moschini, Konstantinos Gryllias, Wim Desmet, Bert Pluymers
Proc. ASME. GT2016, Volume 6: Ceramics; Controls, Diagnostics and Instrumentation; Education; Manufacturing Materials and Metallurgy, V006T05A017, June 13–17, 2016
Publisher: American Society of Mechanical Engineers
Paper No: GT2016-57206
https://doi.org/10.1115/GT2016-57206
View Paper titled, Virtual Sensing for Rotordynamics
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Topics: Rotordynamics, Algorithms, Computer simulation, Disperse systems, Energy efficiency, Fossil fuels, Kalman filters, Machinery, Monitoring systems, Rotors
Proceedings Papers

Efficient Transient Analysis of the High-Speed Stage of a Wind Turbine Gearbox by Advanced Model Reduction Techniques and Memory-Effective Discretization

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Tommaso Tamarozzi, Bart Blockmans, Wim Desmet
Proc. ASME. IDETC-CIE2015, Volume 10: ASME 2015 Power Transmission and Gearing Conference; 23rd Reliability, Stress Analysis, and Failure Prevention Conference, V010T11A022, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47093
https://doi.org/10.1115/DETC2015-47093
View Paper titled, Efficient Transient Analysis of the High-Speed Stage of a Wind Turbine Gearbox by Advanced Model Reduction Techniques and Memory-Effective Discretization
Open the PDF for Efficient Transient Analysis of the High-Speed Stage of a Wind Turbine Gearbox by Advanced Model Reduction Techniques and Memory-Effective Discretization in another window
Topics: Mechanical drives, Transient analysis, Wind turbines, Gears, Simulation, Design, Stress, Dynamic analysis, Emergencies, Engineers