Alfredo Núñez

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 34

Top Topics

Predictive Control

Defect Detection

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Intell. Transp. Syst.

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)
Raúl Morales, Luis G. Marin, Tomislav Roje, Víctor Caquilpan, Doris Sáez, Alfredo Núñez
Microgrid planning based on computational intelligence methods for rural communities: A case study in the José Painecura Mapuche community, Chile. Expert Syst. Appl. 235 (2024)
Marko Kapetanovic, Alfredo Núñez, Niels van Oort, Rob M. P. Goverde
Energy model of a fuel cell hybrid-electric regional train in passenger transport service and vehicle-to-grid applications. J. Rail Transp. Plan. Manag. 28 (2023)
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)
Marko Kapetanovic, Alfredo Núñez, Niels van Oort, Rob M. P. Goverde
Analysis of hydrogen-powered propulsion system alternatives for diesel-electric regional trains. J. Rail Transp. Plan. Manag. 23 (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)
Jianfeng Fu, Alfredo Núñez, Bart De Schutter
Real-Time UAV Routing Strategy for Monitoring and Inspection for Postdisaster Restoration of Distribution Networks. IEEE Trans. Ind. Informatics 18 (4) (2022)
Junping Zhong, Zhigang Liu, Cheng Yang, Hongrui Wang, Shibin Gao, Alfredo Núñez
Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Wenqiang Liu, Zhigang Liu, Qiao Li, Zhiwei Han, Alfredo Núñez
High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data. IEEE Trans. Instrum. Meas. 70 (2021)
Junping Zhong, Zhigang Liu, Hongrui Wang, Wenqiang Liu, Cheng Yang, Zhiwei Han, Alfredo Núñez
A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization. IEEE Trans. Instrum. Meas. 70 (2021)
Jianfeng Fu, Alfredo Núñez, Bart De Schutter
A real-time distributed post-disaster restoration planning strategy for distribution networks. CoRR (2021)
Wenqiang Liu, Zhigang Liu, Alfredo Núñez, Zhiwei Han
Unified Deep Learning Architecture for the Detection of All Catenary Support Components. IEEE Access 8 (2020)
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)
Wenqiang Liu, Zhigang Liu, Alfredo Núñez
Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring. ITSC (2019)
Alfredo Núñez, Ali Jamshidi, Hongrui Wang
Pareto-Based Maintenance Decisions for Regional Railways With Uncertain Weld Conditions Using the Hilbert Spectrum of Axle Box Acceleration. IEEE Trans. Ind. Informatics 15 (3) (2019)
Luis G. Marin, Nicolás Cruz, Doris Sáez, Mark Sumner, Alfredo Núñez
Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks. Expert Syst. Appl. 119 (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)
Muhammad Faris, Alfredo Núñez, Zhou Su, Bart De Schutter
Distributed Optimization for Railway Track Maintenance Operations Planning. ITSC (2018)
Junwen Chen, Zhigang Liu, Hongrui Wang, Alfredo Núñez, Zhiwei Han
Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network. IEEE Trans. Instrum. Meas. 67 (2) (2018)
Jacqueline Llanos, Raúl Morales, Alfredo Núñez, Doris Sáez, Matías Lacalle, Luis Gabriel Marín, Roberto Hernández, Fernando Lanas
Load estimation for microgrid planning based on a self-organizing map methodology. Appl. Soft Comput. 53 (2017)
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)
Hongrui Wang, Zhigang Liu, Alfredo Núñez, Rolf P. B. J. Dollevoet
Identification of the catenary structure wavelength using pantograph head acceleration measurements. I2MTC (2017)
Shahrzad Faghih-Roohi, Siamak Hajizadeh, Alfredo Núñez, Robert Babuska, Bart De Schutter
Deep convolutional neural networks for detection of rail surface defects. IJCNN (2016)
Zhou Su, Alfredo Núñez, Simone Baldi, Bart De Schutter
Model Predictive Control for rail condition-based maintenance: A multilevel approach. ITSC (2016)
R. Morales, Doris Sáez, Luis G. Marin, Alfredo Núñez
Microgrid planning based on fuzzy interval models of renewable resources. FUZZ-IEEE (2016)
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)
Franka Veltman, Luis G. Marin, Doris Sáez, Leonel Guitierrez, Alfredo Núñez
Prediction Interval Modeling Tuned by an Improved Teaching Learning Algorithm Applied to Load Forecasting in Microgrids. SSCI (2015)
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)
Diego Muñoz-Carpintero, Doris Sáez, Cristián E. Cortés, Alfredo Núñez
A Methodology Based on Evolutionary Algorithms to Solve a Dynamic Pickup and Delivery Problem Under a Hybrid Predictive Control Approach. Transp. Sci. 49 (2) (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)
Shuai Liu, José Ramón Domínguez Frejo, Alfredo Núñez, Bart De Schutter, Anna Sadowska, Hans Hellendoorn, Eduardo F. Camacho
Tractable robust predictive control approaches for freeway networks. ITSC (2014)
Alfredo Núñez, Bart De Schutter, Doris Sáez, Igor Skrjanc
Hybrid-fuzzy modeling and identification. Appl. Soft Comput. 17 (2014)
José Ramón Domínguez Frejo, Alfredo Núñez, Bart De Schutter, Eduardo F. Camacho
Model predictive control for freeway traffic using discrete speed limit signals. ECC (2013)
Maria Molodova, Zili Li, Alfredo Núñez, Rolf P. B. J. Dollevoet
Monitoring the railway infrastructure: Detection of surface defects using wavelets. ITSC (2013)
Alfredo Núñez, Carlos Ocampo-Martinez, Bart De Schutter, Felipe Valencia, José David López, Jairo Jose Espinosa
A Multiobjective-Based Switching Topology for Hierarchical Model Predictive Control Applied to a Hydro-Power Valley. ICONS (2013)
Fernanda Avila, Doris Sáez, Guillermo Jimenez-Estevez, Lorenzo Reyes, Alfredo Núñez
Fuzzy demand forecasting in a predictive control strategy for a renewable-energy based microgrid. ECC (2013)
Jacqueline Llanos, Doris Sáez, Rodrigo Palma-Behnke, Alfredo Núñez, Guillermo Jimenez-Estevez
Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks. IJCNN (2012)
Gonzalo Bustos, Luis S. Vargas, Freddy Milla, Doris Sáez, Hamid Zareipour, Alfredo Núñez
Comparison of fixed speed wind turbines models: A case study. IECON (2012)
Marco Rinaldi, Luca Massimiliano Capisani, Antonella Ferrara, Alfredo Núñez, Mohammad Hajiahmadi, Bart De Schutter
Distributed identification of the Cell Transmission traffic model: A case study. ACC (2012)
Alfredo Núñez, Bart De Schutter
Distributed identification of fuzzy confidence intervals for traffic measurements. CDC (2012)
Zulkifli Hidayat, Alfredo Núñez, Robert Babuska, Bart De Schutter
Identification of distributed-parameter systems with missing data. CCA (2012)
Zulkifli Hidayat, Robert Babuska, Bart De Schutter, Alfredo Núñez
Decentralized Kalman filter comparison for distributed-parameter systems: A case study for a 1D heat conduction process. ETFA (2011)
Zulkifli Hidayat, Robert Babuska, Bart De Schutter, Alfredo Núñez
Observers for linear distributed-parameter systems: A survey. ROSE (2011)
Diego Muñoz-Carpintero, Alfredo Núñez, Doris Sáez, Cristián E. Cortés
Evolutionary algorithms and fuzzy clustering for control of a dynamic vehicle routing problem oriented to user policy. IEEE Congress on Evolutionary Computation (2010)
Alfredo Núñez, Bart De Schutter, Doris Sáez, Cristián E. Cortés
Hierarchical multiobjective model predictive control applied to a dynamic pickup and delivery problem. ITSC (2010)
Cristián E. Cortés, Doris Sáez, Alfredo Núñez, Diego Muñoz-Carpintero
Hybrid Adaptive Predictive Control for a Dynamic Pickup and Delivery Problem. Transp. Sci. 43 (1) (2009)
Doris Sáez, Cristián E. Cortés, Alfredo Núñez
Hybrid adaptive predictive control for the multi-vehicle dynamic pick-up and delivery problem based on genetic algorithms and fuzzy clustering. Comput. Oper. Res. 35 (11) (2008)
Javier Causa, Gorazd Karer, Alfredo Núñez, Doris Sáez, Igor Skrjanc, Borut Zupancic
Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor. Comput. Chem. Eng. 32 (12) (2008)
Alfredo Núñez, Doris Sáez, Simon Oblak, Igor Skrjanc
Hybrid Predictive Control based on Fuzzy Model. FUZZ-IEEE (2006)