Hybrid Predictive Control based on Fuzzy Model. - Alfredo Núñez; Doris Sáez; Simon Oblak; Igor Skrjanc (FUZZ-IEEE, 2006)

Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor. - Javier Causa; Gorazd Karer; Alfredo Núñez; Doris Sáez; Igor Skrjanc; Borut Zupancic (Comput. Chem. Eng., 2008)

Hybrid adaptive predictive control for the multi-vehicle dynamic pick-up and delivery problem based on genetic algorithms and fuzzy clustering. - Doris Sáez; Cristián E. Cortés; Alfredo Núñez (Comput. Oper. Res., 2008)

Hybrid Adaptive Predictive Control for a Dynamic Pickup and Delivery Problem. - Cristián E. Cortés; Doris Sáez; Alfredo Núñez; Diego Muñoz-Carpintero (Transp. Sci., 2009)

Evolutionary algorithms and fuzzy clustering for control of a dynamic vehicle routing problem oriented to user policy. - Diego Muñoz-Carpintero; Alfredo Núñez; Doris Sáez; Cristián E. Cortés (IEEE Congress on Evolutionary Computation, 2010)

Hierarchical multiobjective model predictive control applied to a dynamic pickup and delivery problem. - Alfredo Núñez; Bart De Schutter; Doris Sáez; Cristián E. Cortés (ITSC, 2010)

Decentralized Kalman filter comparison for distributed-parameter systems: A case study for a 1D heat conduction process. - Zulkifli Hidayat; Robert Babuska; Bart De Schutter; Alfredo Núñez (ETFA, 2011)

Observers for linear distributed-parameter systems: A survey. - Zulkifli Hidayat; Robert Babuska; Bart De Schutter; Alfredo Núñez (ROSE, 2011)

Identification of distributed-parameter systems with missing data. - Zulkifli Hidayat; Alfredo Núñez; Robert Babuska; Bart De Schutter (CCA, 2012)

Distributed identification of the Cell Transmission traffic model: A case study. - Marco Rinaldi; Luca Massimiliano Capisani; Antonella Ferrara; Alfredo Núñez; Mohammad Hajiahmadi; Bart De Schutter (ACC, 2012)

Distributed identification of fuzzy confidence intervals for traffic measurements. - Alfredo Núñez; Bart De Schutter (CDC, 2012)

Comparison of fixed speed wind turbines models: A case study. - Gonzalo Bustos; Luis S. Vargas; Freddy Milla; Doris Sáez; Hamid Zareipour; Alfredo Núñez (IECON, 2012)

Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks. - Jacqueline Llanos; Doris Sáez; Rodrigo Palma-Behnke; Alfredo Núñez; Guillermo Jimenez-Estevez (IJCNN, 2012)

Fuzzy demand forecasting in a predictive control strategy for a renewable-energy based microgrid. - Fernanda Avila; Doris Sáez; Guillermo Jimenez-Estevez; Lorenzo Reyes; Alfredo Núñez (ECC, 2013)

Model predictive control for freeway traffic using discrete speed limit signals. - José Ramón Domínguez Frejo; Alfredo Núñez; Bart De Schutter; Eduardo F. Camacho (ECC, 2013)

A Multiobjective-Based Switching Topology for Hierarchical Model Predictive Control Applied to a Hydro-Power Valley. - Alfredo Núñez; Carlos Ocampo-Martinez; Bart De Schutter; Felipe Valencia; José David López; Jairo Jose Espinosa (ICONS, 2013)

Monitoring the railway infrastructure: Detection of surface defects using wavelets. - Maria Molodova; Zili Li 003; Alfredo Núñez; Rolf P. B. J. Dollevoet (ITSC, 2013)

Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study. - Alfredo Núñez; Jurjen Hendriks; Zili Li 003; Bart De Schutter; Rolf P. B. J. Dollevoet (IEEE BigData, 2014)

Tractable robust predictive control approaches for freeway networks. - Shuai Liu 008; José Ramón Domínguez Frejo; Alfredo Núñez; Bart De Schutter; Anna Sadowska; Hans Hellendoorn; Eduardo F. Camacho (ITSC, 2014)

Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands. - Maria Molodova; Maider Oregui; Alfredo Núñez; Zili Li 003; Jan Moraal; Rolf P. B. J. Dollevoet (ITSC, 2014)

Hybrid-fuzzy modeling and identification. - Alfredo Núñez; Bart De Schutter; Doris Sáez; Igor Skrjanc (Appl. Soft Comput., 2014)

Automatic Detection of Squats in Railway Infrastructure. - Maria Molodova; Zili Li 003; Alfredo Núñez; Rolf P. B. J. Dollevoet (IEEE Trans. Intell. Transp. Syst., 2014)

Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures. - Zhou Su; Alfredo Núñez; Ali Jamshidi 002; Simone Baldi; Zili Li 003; Rolf P. B. J. Dollevoet; Bart De Schutter (ICCL, 2015)

Customer-Oriented Optimal Vehicle Assignment in Mobility-on-Demand Systems. - Francesco Acquaviva; Alfredo Núñez Vicencio; Donato Di Paola; Alessandro Rizzo 001; Bart De Schutter (ITSC, 2015)

Prediction Interval Modeling Tuned by an Improved Teaching Learning Algorithm Applied to Load Forecasting in Microgrids. - Franka Veltman; Luis G. Marin; Doris Sáez; Leonel Guitierrez; Alfredo Núñez (SSCI, 2015)

Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure. - Zili Li 003; Maria Molodova; Alfredo Núñez; Rolf P. B. J. Dollevoet (IEEE Trans. Ind. Electron., 2015)

A Methodology Based on Evolutionary Algorithms to Solve a Dynamic Pickup and Delivery Problem Under a Hybrid Predictive Control Approach. - Diego Muñoz-Carpintero; Doris Sáez; Cristián E. Cortés; Alfredo Núñez (Transp. Sci., 2015)

Microgrid planning based on fuzzy interval models of renewable resources. - R. Morales; Doris Sáez; Luis G. Marin; Alfredo Núñez (FUZZ-IEEE, 2016)

Deep convolutional neural networks for detection of rail surface defects. - Shahrzad Faghih-Roohi; Siamak Hajizadeh; Alfredo Núñez; Robert Babuska; Bart De Schutter (IJCNN, 2016)

Model Predictive Control for rail condition-based maintenance: A multilevel approach. - Zhou Su; Alfredo Núñez; Simone Baldi; Bart De Schutter (ITSC, 2016)

Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force. - Zhigang Liu 001; Hongrui Wang 001; Rolf P. B. J. Dollevoet; Yang Song 014; Alfredo Núñez; Jing Zhang 045 (IEEE Trans. Instrum. Meas., 2016)

Identification of the catenary structure wavelength using pantograph head acceleration measurements. - Hongrui Wang 001; Zhigang Liu 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (I2MTC, 2017)

Load estimation for microgrid planning based on a self-organizing map methodology. - Jacqueline Llanos; Raúl Morales; Alfredo Núñez; Doris Sáez; Matías Lacalle; Luis Gabriel Marín; Roberto Hernández 002; Fernando Lanas (Appl. Soft Comput., 2017)

Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements. - Zilong Wei; Alfredo Núñez; Zili Li 003; Rolf P. B. J. Dollevoet (Sensors, 2017)

A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization. - Alfredo Núñez; Ali Jamshidi 002; Hongrui Wang 001; Jurjen Hendriks; Iván Ramírez; Jan Moraal; Rolf P. B. J. Dollevoet; Zili Li 003 (CEC, 2018)

Distributed Optimization for Railway Track Maintenance Operations Planning. - Muhammad Faris; Alfredo Núñez; Zhou Su; Bart De Schutter (ITSC, 2018)

Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network. - Junwen Chen; Zhigang Liu 001; Hongrui Wang 001; Alfredo Núñez; Zhiwei Han (IEEE Trans. Instrum. Meas., 2018)

An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel-Rail Interaction at Crossings. - Zilong Wei; Anthonie Boogaard; Alfredo Núñez; Zili Li 003; Rolf P. B. J. Dollevoet (IEEE Trans. Instrum. Meas., 2018)

Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring. - Wenqiang Liu; Zhigang Liu 001; Alfredo Núñez (ITSC, 2019)

Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks. - Luis G. Marin; Nicolás Cruz; Doris Sáez; Mark Sumner; Alfredo Núñez (Expert Syst. Appl., 2019)

Pareto-Based Maintenance Decisions for Regional Railways With Uncertain Weld Conditions Using the Hilbert Spectrum of Axle Box Acceleration. - Alfredo Núñez; Ali Jamshidi 002; Hongrui Wang 001 (IEEE Trans. Ind. Informatics, 2019)

Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections. - Hongrui Wang 001; Zhigang Liu 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (IEEE Trans. Instrum. Meas., 2019)

Unified Deep Learning Architecture for the Detection of All Catenary Support Components. - Wenqiang Liu; Zhigang Liu 001; Alfredo Núñez; Zhiwei Han (IEEE Access, 2020)

A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries. - Hongrui Wang 001; Alfredo Núñez; Zhigang Liu 001; Dongliang Zhang; Rolf P. B. J. Dollevoet (IEEE Trans. Intell. Transp. Syst., 2020)

A real-time distributed post-disaster restoration planning strategy for distribution networks. - Jianfeng Fu; Alfredo Núñez; Bart De Schutter (CoRR, 2021)

High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data. - Wenqiang Liu; Zhigang Liu 001; Qiao Li; Zhiwei Han; Alfredo Núñez (IEEE Trans. Instrum. Meas., 2021)

A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization. - Junping Zhong; Zhigang Liu 001; Hongrui Wang 001; Wenqiang Liu; Cheng Yang 018; Zhiwei Han; Alfredo Núñez (IEEE Trans. Instrum. Meas., 2021)

A multiple spiking neural network architecture based on fuzzy intervals for anomaly detection: a case study of rail defects. - Wassamon Phusakulkajorn; Jurjen Hendriks; Jan Moraal; Rolf P. B. J. Dollevoet; Zili Li 003; Alfredo Núñez (FUZZ-IEEE, 2022)

Predicting traction return current in electric railway systems through physics-informed neural networks. - Taniya Kapoor; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (SSCI, 2022)

Analysis of hydrogen-powered propulsion system alternatives for diesel-electric regional trains. - Marko Kapetanovic; Alfredo Núñez; Niels van Oort; Rob M. P. Goverde (J. Rail Transp. Plan. Manag., 2022)

Real-Time UAV Routing Strategy for Monitoring and Inspection for Postdisaster Restoration of Distribution Networks. - Jianfeng Fu; Alfredo Núñez; Bart De Schutter (IEEE Trans. Ind. Informatics, 2022)

Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways. - Junping Zhong; Zhigang Liu 001; Cheng Yang 018; Hongrui Wang 001; Shibin Gao; Alfredo Núñez (IEEE Trans. Intell. Transp. Syst., 2022)

Physics-informed machine learning for moving load problems. - Taniya Kapoor; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (CoRR, 2023)

Energy model of a fuel cell hybrid-electric regional train in passenger transport service and vehicle-to-grid applications. - Marko Kapetanovic; Alfredo Núñez; Niels van Oort; Rob M. P. Goverde (J. Rail Transp. Plan. Manag., 2023)

Neural Oscillators for Generalization of Physics-Informed Machine Learning. - Taniya Kapoor; Abhishek Chandra; Daniel M. Tartakovsky; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (AAAI, 2024)

Direct Monitoring of In-situ Rail Fastener Vibrations from a Moving Train with Laser Doppler Vibrometer. - Yuanchen Zeng; Alfredo Núñez; Arjen Zoeteman; Rolf P. B. J. Dollevoet; Zili Li 003 (ITSC, 2024)

A Bidirectional Long Short Term Memory Approach for Infrastructure Health Monitoring Using On-board Vibration Response. - R. R. Samani; Alfredo Núñez; Bart De Schutter (CoRR, 2024)

Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations. - Taniya Kapoor; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (Eng. Appl. Artif. Intell., 2024)

Microgrid planning based on computational intelligence methods for rural communities: A case study in the José Painecura Mapuche community, Chile. - Raúl Morales; Luis G. Marin; Tomislav Roje; Víctor Caquilpan; Doris Sáez; Alfredo Núñez (Expert Syst. Appl., 2024)

Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems. - Taniya Kapoor; Hongrui Wang 001; Alfredo Núñez; Rolf P. B. J. Dollevoet (IEEE Trans. Neural Networks Learn. Syst., 2024)

Railway sleeper vibration measurement by train-borne laser Doppler vibrometer and its speed-dependent characteristics. - Yuanchen Zeng; Alfredo Núñez Vicencio; Zili Li 003 (Comput. Aided Civ. Infrastructure Eng., 2024)

Challenges in Smartphone-Based Crowdsensing for Railway Condition Monitoring: Insights into Variability and Track Quality Assessment. - Wessel Roodenburg; Yuanchen Zeng; Siwarak Unsiwilai; Arjen Zoeteman; Alfredo Núñez (I2MTC, 2025)

Onboard Approximation of Dynamic Load-Response Relationship of Track Structure Using Laser Doppler Vibrometer and Axle Box Accelerometer. - Yuanchen Zeng; Alfredo Núñez; Zili Li 003 (I2MTC, 2025)

Spiking neural network with time-varying weights for rail squat detection. - Wassamon Phusakulkajorn; Jurjen Hendriks; Zili Li 003; Alfredo Núñez (Appl. Soft Comput., 2025)

A Hybrid Neural Model Approach for Health Assessment of Railway Transition Zones With Multiple Data Sources. - Wassamon Phusakulkajorn; Siwarak Unsiwilai; Ling Chang 002; Zili Li 003; Alfredo Núñez (IEEE Trans. Instrum. Meas., 2025)

A Train-Borne Laser Vibrometer Solution Based on Multisignal Fusion for Self-Contained Railway Track Monitoring. - Yuanchen Zeng; Alfredo Núñez; Rolf P. B. J. Dollevoet; Arjen Zoeteman; Zili Li 003 (IEEE Trans. Ind. Informatics, 2025)

Neural Differential Equation-Based Two-Stage Approach for Generalization of Beam Dynamics. - Taniya Kapoor; Hongrui Wang 001; Anastasios Stamou; Kareem El Sayed; Alfredo Núñez; Daniel M. Tartakovsky; Rolf P. B. J. Dollevoet (IEEE Trans. Ind. Informatics, 2025)

WaveletInception Networks for Drive-by Vibration-Based Infrastructure Health Monitoring. - R. R. Samani; Alfredo Núñez; Bart De Schutter (CoRR, 2025)

Unsupervised Representation Learning for Monitoring Rail Infrastructures With High-Frequency Moving Vibration Sensors. - Wassamon Phusakulkajorn; Yuanchen Zeng; Zili Li 003; Alfredo Núñez (IEEE Trans. Intell. Transp. Syst., 2025)