Rolf P. B. J. Dollevoet

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Automatic Extraction

Condition Monitoring

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Intell. Transp. Syst.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Taniya Kapoor, Abhishek Chandra, Daniel M. Tartakovsky, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
Neural Oscillators for Generalization of Physics-Informed Machine Learning. AAAI (2024)
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations. Eng. Appl. Artif. Intell. 133 (2024)
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
Physics-informed machine learning for moving load problems. CoRR (2023)
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations. CoRR (2023)
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
Physics-informed neural networks for solving forward and inverse problems in complex beam systems. CoRR (2023)
Taniya Kapoor, Abhishek Chandra, Daniel M. Tartakovsky, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
Neural oscillators for generalization of physics-informed machine learning. CoRR (2023)
Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
Predicting traction return current in electric railway systems through physics-informed neural networks. SSCI (2022)
Wassamon Phusakulkajorn, Jurjen Hendriks, Jan Moraal, Rolf P. B. J. Dollevoet, Zili Li, Alfredo Núñez
A multiple spiking neural network architecture based on fuzzy intervals for anomaly detection: a case study of rail defects. FUZZ-IEEE (2022)
Hongrui Wang, Alfredo Núñez, Zhigang Liu, Dongliang Zhang, Rolf P. B. J. Dollevoet
A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet
Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections. IEEE Trans. Instrum. Meas. 68 (10) (2019)
Alfredo Núñez, Ali Jamshidi, Hongrui Wang, Jurjen Hendriks, Iván Ramírez, Jan Moraal, Rolf P. B. J. Dollevoet, Zili Li
A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization. CEC (2018)
Zilong Wei, Anthonie Boogaard, Alfredo Núñez, Zili Li, Rolf P. B. J. Dollevoet
An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel-Rail Interaction at Crossings. IEEE Trans. Instrum. Meas. 67 (10) (2018)
Ling Chang, Rolf P. B. J. Dollevoet, Ramon F. Hanssen
Monitoring Line-Infrastructure With Multisensor SAR Interferometry: Products and Performance Assessment Metrics. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (5) (2018)
Ling Chang, Rolf P. B. J. Dollevoet, Ramon F. Hanssen
Performance Assessment Metrics for Line-Infrastructure Monitoring with Multi-Sensor SAR Data. IGARSS (2018)
Zilong Wei, Alfredo Núñez, Zili Li, Rolf P. B. J. Dollevoet
Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements. Sensors 17 (10) (2017)
Ling Chang, Rolf P. B. J. Dollevoet, Ramon F. Hanssen
Nationwide Railway Monitoring Using Satellite SAR Interferometry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (2) (2017)
Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet
Identification of the catenary structure wavelength using pantograph head acceleration measurements. I2MTC (2017)
Zhigang Liu, Hongrui Wang, Rolf P. B. J. Dollevoet, Yang Song, Alfredo Núñez, Jing Zhang
Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force. IEEE Trans. Instrum. Meas. 65 (10) (2016)
Zhou Su, Alfredo Núñez, Ali Jamshidi, Simone Baldi, Zili Li, Rolf P. B. J. Dollevoet, Bart De Schutter
Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures. ICCL (2015)
Zili Li, Maria Molodova, Alfredo Núñez, Rolf P. B. J. Dollevoet
Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure. IEEE Trans. Ind. Electron. 62 (7) (2015)
Maria Molodova, Maider Oregui, Alfredo Núñez, Zili Li, Jan Moraal, Rolf P. B. J. Dollevoet
Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands. ITSC (2014)
Alfredo Núñez, Jurjen Hendriks, Zili Li, Bart De Schutter, Rolf P. B. J. Dollevoet
Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study. IEEE BigData (2014)
Maria Molodova, Zili Li, Alfredo Núñez, Rolf P. B. J. Dollevoet
Automatic Detection of Squats in Railway Infrastructure. IEEE Trans. Intell. Transp. Syst. 15 (5) (2014)
Siamak Hajizadeh, Zili Li, Rolf P. B. J. Dollevoet, David M. J. Tax
Evaluating Classification Performance with only Positive and Unlabeled Samples. S+SSPR (2014)
Maria Molodova, Zili Li, Alfredo Núñez, Rolf P. B. J. Dollevoet
Monitoring the railway infrastructure: Detection of surface defects using wavelets. ITSC (2013)