Alfredo Núñez

71 papers A* 1B 7C 4Journal 39Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	WaveletInception networks for on-board vibration-based infrastructure health monitoring. Eng. Appl. Artif. Intell. R. R. Samani, Alfredo Núñez, Bart De Schutter
2025	J	`jnl`	A Hybrid Neural Model Approach for Health Assessment of Railway Transition Zones With Multiple Data Sources. IEEE Trans. Instrum. Meas. Wassamon Phusakulkajorn, Siwarak Unsiwilai, Ling Chang, Zili Li, Alfredo Núñez
2025	J	`jnl`	A Train-Borne Laser Vibrometer Solution Based on Multisignal Fusion for Self-Contained Railway Track Monitoring. IEEE Trans. Ind. Informatics Yuanchen Zeng, Alfredo Núñez, Rolf P. B. J. Dollevoet, Arjen Zoeteman, Zili Li
2025	—	`conf`	Challenges in Smartphone-Based Crowdsensing for Railway Condition Monitoring: Insights into Variability and Track Quality Assessment. I2MTC Wessel Roodenburg, Yuanchen Zeng, Siwarak Unsiwilai, Arjen Zoeteman, Alfredo Núñez
2025	J	`jnl`	Neural Differential Equation-Based Two-Stage Approach for Generalization of Beam Dynamics. IEEE Trans. Ind. Informatics Taniya Kapoor, Hongrui Wang, Anastasios Stamou, Kareem El Sayed, Alfredo Núñez, Daniel M. Tartakovsky, Rolf P. B. J. Dollevoet
2025	—	`conf`	Onboard Approximation of Dynamic Load-Response Relationship of Track Structure Using Laser Doppler Vibrometer and Axle Box Accelerometer. I2MTC Yuanchen Zeng, Alfredo Núñez, Zili Li
2025	J	`jnl`	Spiking neural network with time-varying weights for rail squat detection. Appl. Soft Comput. Wassamon Phusakulkajorn, Jurjen Hendriks, Zili Li, Alfredo Núñez
2025	J	`jnl`	Unsupervised Representation Learning for Monitoring Rail Infrastructures With High-Frequency Moving Vibration Sensors. IEEE Trans. Intell. Transp. Syst. Wassamon Phusakulkajorn, Yuanchen Zeng, Zili Li, Alfredo Núñez
2025	J	`jnl`	WaveletInception Networks for Drive-by Vibration-Based Infrastructure Health Monitoring. CoRR R. R. Samani, Alfredo Núñez, Bart De Schutter
2024	J	`jnl`	A Bidirectional Long Short Term Memory Approach for Infrastructure Health Monitoring Using On-board Vibration Response. CoRR R. R. Samani, Alfredo Núñez, Bart De Schutter
2024	—	`conf`	Direct Monitoring of In-situ Rail Fastener Vibrations from a Moving Train with Laser Doppler Vibrometer. ITSC Yuanchen Zeng, Alfredo Núñez, Arjen Zoeteman, Rolf P. B. J. Dollevoet, Zili Li
2024	J	`jnl`	Microgrid planning based on computational intelligence methods for rural communities: A case study in the José Painecura Mapuche community, Chile. Expert Syst. Appl. Raúl Morales, Luis G. Marin, Tomislav Roje, Víctor Caquilpan, Doris Sáez, Alfredo Núñez
2024	A*	`conf`	Neural Oscillators for Generalization of Physics-Informed Machine Learning. AAAI Taniya Kapoor, Abhishek Chandra, Daniel M. Tartakovsky, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2024	J	`jnl`	Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems. IEEE Trans. Neural Networks Learn. Syst. Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2024	J	`jnl`	Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations. Eng. Appl. Artif. Intell. Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2023	J	`jnl`	Energy model of a fuel cell hybrid-electric regional train in passenger transport service and vehicle-to-grid applications. J. Rail Transp. Plan. Manag. Marko Kapetanovic, Alfredo Núñez, Niels van Oort, Rob M. P. Goverde
2023	J	`jnl`	Neural oscillators for generalization of physics-informed machine learning. CoRR Taniya Kapoor, Abhishek Chandra, Daniel M. Tartakovsky, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2023	J	`jnl`	Physics-informed machine learning for moving load problems. CoRR Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2023	J	`jnl`	Physics-informed neural networks for solving forward and inverse problems in complex beam systems. CoRR Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2023	J	`jnl`	Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations. CoRR Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2022	B	`conf`	A multiple spiking neural network architecture based on fuzzy intervals for anomaly detection: a case study of rail defects. FUZZ-IEEE Wassamon Phusakulkajorn, Jurjen Hendriks, Jan Moraal, Rolf P. B. J. Dollevoet, Zili Li, Alfredo Núñez
2022	J	`jnl`	Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways. IEEE Trans. Intell. Transp. Syst. Junping Zhong, Zhigang Liu, Cheng Yang, Hongrui Wang, Shibin Gao, Alfredo Núñez
2022	J	`jnl`	Analysis of hydrogen-powered propulsion system alternatives for diesel-electric regional trains. J. Rail Transp. Plan. Manag. Marko Kapetanovic, Alfredo Núñez, Niels van Oort, Rob M. P. Goverde
2022	—	`conf`	Predicting traction return current in electric railway systems through physics-informed neural networks. SSCI Taniya Kapoor, Hongrui Wang, Alfredo Núñez, Rolf P. B. J. Dollevoet
2022	J	`jnl`	Real-Time UAV Routing Strategy for Monitoring and Inspection for Postdisaster Restoration of Distribution Networks. IEEE Trans. Ind. Informatics Jianfeng Fu, Alfredo Núñez, Bart De Schutter
2021	J	`jnl`	A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization. IEEE Trans. Instrum. Meas. Junping Zhong, Zhigang Liu, Hongrui Wang, Wenqiang Liu, Cheng Yang, Zhiwei Han, Alfredo Núñez
2021	J	`jnl`	A real-time distributed post-disaster restoration planning strategy for distribution networks. CoRR Jianfeng Fu, Alfredo Núñez, Bart De Schutter
2021	J	`jnl`	High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data. IEEE Trans. Instrum. Meas. Wenqiang Liu, Zhigang Liu, Qiao Li, Zhiwei Han, Alfredo Núñez
2020	J	`jnl`	A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries. IEEE Trans. Intell. Transp. Syst. Hongrui Wang, Alfredo Núñez, Zhigang Liu, Dongliang Zhang, Rolf P. B. J. Dollevoet
2020	J	`jnl`	Unified Deep Learning Architecture for the Detection of All Catenary Support Components. IEEE Access Wenqiang Liu, Zhigang Liu, Alfredo Núñez, Zhiwei Han
2019	J	`jnl`	Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections. IEEE Trans. Instrum. Meas. Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet
2019	J	`jnl`	Pareto-Based Maintenance Decisions for Regional Railways With Uncertain Weld Conditions Using the Hilbert Spectrum of Axle Box Acceleration. IEEE Trans. Ind. Informatics Alfredo Núñez, Ali Jamshidi, Hongrui Wang
2019	J	`jnl`	Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks. Expert Syst. Appl. Luis G. Marin, Nicolás Cruz, Doris Sáez, Mark Sumner, Alfredo Núñez
2019	—	`conf`	Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring. ITSC Wenqiang Liu, Zhigang Liu, Alfredo Núñez
2018	B	`conf`	A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization. CEC Alfredo Núñez, Ali Jamshidi, Hongrui Wang, Jurjen Hendriks, Iván Ramírez, Jan Moraal, Rolf P. B. J. Dollevoet, Zili Li
2018	J	`jnl`	An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel-Rail Interaction at Crossings. IEEE Trans. Instrum. Meas. Zilong Wei, Anthonie Boogaard, Alfredo Núñez, Zili Li, Rolf P. B. J. Dollevoet
2018	J	`jnl`	Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network. IEEE Trans. Instrum. Meas. Junwen Chen, Zhigang Liu, Hongrui Wang, Alfredo Núñez, Zhiwei Han
2018	—	`conf`	Distributed Optimization for Railway Track Maintenance Operations Planning. ITSC Muhammad Faris, Alfredo Núñez, Zhou Su, Bart De Schutter
2017	J	`jnl`	Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements. Sensors Zilong Wei, Alfredo Núñez, Zili Li, Rolf P. B. J. Dollevoet
2017	—	`conf`	Identification of the catenary structure wavelength using pantograph head acceleration measurements. I2MTC Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet
2017	J	`jnl`	Load estimation for microgrid planning based on a self-organizing map methodology. Appl. Soft Comput. Jacqueline Llanos, Raúl Morales, Alfredo Núñez, Doris Sáez, Matías Lacalle, Luis Gabriel Marín, Roberto Hernández, Fernando Lanas
2016	B	`conf`	Deep convolutional neural networks for detection of rail surface defects. IJCNN Shahrzad Faghih-Roohi, Siamak Hajizadeh, Alfredo Núñez, Robert Babuska, Bart De Schutter
2016	J	`jnl`	Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force. IEEE Trans. Instrum. Meas. Zhigang Liu, Hongrui Wang, Rolf P. B. J. Dollevoet, Yang Song, Alfredo Núñez, Jing Zhang
2016	B	`conf`	Microgrid planning based on fuzzy interval models of renewable resources. FUZZ-IEEE R. Morales, Doris Sáez, Luis G. Marin, Alfredo Núñez
2016	—	`conf`	Model Predictive Control for rail condition-based maintenance: A multilevel approach. ITSC Zhou Su, Alfredo Núñez, Simone Baldi, Bart De Schutter
2015	J	`jnl`	A Methodology Based on Evolutionary Algorithms to Solve a Dynamic Pickup and Delivery Problem Under a Hybrid Predictive Control Approach. Transp. Sci. Diego Muñoz-Carpintero, Doris Sáez, Cristián E. Cortés, Alfredo Núñez
2015	J	`jnl`	Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure. IEEE Trans. Ind. Electron. Zili Li, Maria Molodova, Alfredo Núñez, Rolf P. B. J. Dollevoet
2015	—	`conf`	Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures. ICCL Zhou Su, Alfredo Núñez, Ali Jamshidi, Simone Baldi, Zili Li, Rolf P. B. J. Dollevoet, Bart De Schutter
2015	—	`conf`	Prediction Interval Modeling Tuned by an Improved Teaching Learning Algorithm Applied to Load Forecasting in Microgrids. SSCI Franka Veltman, Luis G. Marin, Doris Sáez, Leonel Guitierrez, Alfredo Núñez
2014	J	`jnl`	Automatic Detection of Squats in Railway Infrastructure. IEEE Trans. Intell. Transp. Syst. Maria Molodova, Zili Li, Alfredo Núñez, Rolf P. B. J. Dollevoet
2014	—	`conf`	Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands. ITSC Maria Molodova, Maider Oregui, Alfredo Núñez, Zili Li, Jan Moraal, Rolf P. B. J. Dollevoet
2014	—	`conf`	Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study. IEEE BigData Alfredo Núñez, Jurjen Hendriks, Zili Li, Bart De Schutter, Rolf P. B. J. Dollevoet
2014	J	`jnl`	Hybrid-fuzzy modeling and identification. Appl. Soft Comput. Alfredo Núñez, Bart De Schutter, Doris Sáez, Igor Skrjanc
2014	—	`conf`	Tractable robust predictive control approaches for freeway networks. ITSC Shuai Liu, José Ramón Domínguez Frejo, Alfredo Núñez, Bart De Schutter, Anna Sadowska, Hans Hellendoorn, Eduardo F. Camacho
2013	—	`conf`	A Multiobjective-Based Switching Topology for Hierarchical Model Predictive Control Applied to a Hydro-Power Valley. ICONS Alfredo Núñez, Carlos Ocampo-Martinez, Bart De Schutter, Felipe Valencia, José David López, Jairo Jose Espinosa
2013	—	`conf`	Fuzzy demand forecasting in a predictive control strategy for a renewable-energy based microgrid. ECC Fernanda Avila, Doris Sáez, Guillermo Jimenez-Estevez, Lorenzo Reyes, Alfredo Núñez
2013	—	`conf`	Model predictive control for freeway traffic using discrete speed limit signals. ECC José Ramón Domínguez Frejo, Alfredo Núñez, Bart De Schutter, Eduardo F. Camacho
2013	—	`conf`	Monitoring the railway infrastructure: Detection of surface defects using wavelets. ITSC Maria Molodova, Zili Li, Alfredo Núñez, Rolf P. B. J. Dollevoet
2012	C	`conf`	Comparison of fixed speed wind turbines models: A case study. IECON Gonzalo Bustos, Luis S. Vargas, Freddy Milla, Doris Sáez, Hamid Zareipour, Alfredo Núñez
2012	—	`conf`	Distributed identification of fuzzy confidence intervals for traffic measurements. CDC Alfredo Núñez, Bart De Schutter
2012	C	`conf`	Distributed identification of the Cell Transmission traffic model: A case study. ACC Marco Rinaldi, Luca Massimiliano Capisani, Antonella Ferrara, Alfredo Núñez, Mohammad Hajiahmadi, Bart De Schutter
2012	C	`conf`	Identification of distributed-parameter systems with missing data. CCA Zulkifli Hidayat, Alfredo Núñez, Robert Babuska, Bart De Schutter
2012	B	`conf`	Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks. IJCNN Jacqueline Llanos, Doris Sáez, Rodrigo Palma-Behnke, Alfredo Núñez, Guillermo Jimenez-Estevez
2011	C	`conf`	Decentralized Kalman filter comparison for distributed-parameter systems: A case study for a 1D heat conduction process. ETFA Zulkifli Hidayat, Robert Babuska, Bart De Schutter, Alfredo Núñez
2011	—	`conf`	Observers for linear distributed-parameter systems: A survey. ROSE Zulkifli Hidayat, Robert Babuska, Bart De Schutter, Alfredo Núñez
2010	B	`conf`	Evolutionary algorithms and fuzzy clustering for control of a dynamic vehicle routing problem oriented to user policy. IEEE Congress on Evolutionary Computation Diego Muñoz-Carpintero, Alfredo Núñez, Doris Sáez, Cristián E. Cortés
2010	—	`conf`	Hierarchical multiobjective model predictive control applied to a dynamic pickup and delivery problem. ITSC Alfredo Núñez, Bart De Schutter, Doris Sáez, Cristián E. Cortés
2009	J	`jnl`	Hybrid Adaptive Predictive Control for a Dynamic Pickup and Delivery Problem. Transp. Sci. Cristián E. Cortés, Doris Sáez, Alfredo Núñez, Diego Muñoz-Carpintero
2008	J	`jnl`	Hybrid adaptive predictive control for the multi-vehicle dynamic pick-up and delivery problem based on genetic algorithms and fuzzy clustering. Comput. Oper. Res. Doris Sáez, Cristián E. Cortés, Alfredo Núñez
2008	J	`jnl`	Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor. Comput. Chem. Eng. Javier Causa, Gorazd Karer, Alfredo Núñez, Doris Sáez, Igor Skrjanc, Borut Zupancic
2006	B	`conf`	Hybrid Predictive Control based on Fuzzy Model. FUZZ-IEEE Alfredo Núñez, Doris Sáez, Simon Oblak, Igor Skrjanc