List of works - Alfredo Núñez

A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries

scientific article

A Big Data Analysis Approach for Rail Failure Risk Assessment

scientific article

A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization

scientific article

A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization

scientific article

A Methodology Based on Evolutionary Algorithms to Solve a Dynamic Pickup and Delivery Problem Under a Hybrid Predictive Control Approach

scientific article

A decision support approach for condition-based maintenance of rails based on big data analysis

scientific article

A new method for hybrid-fuzzy identification*

scientific article

A short-term preventive maintenance scheduling method for distribution networks with distributed generators and batteries

scientific article

Action-driven Reinforcement Learning for Improving Localization of Brace Sleeve in Railway Catenary

scientific article

Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways

scientific article

An Expensive Optimization based Computational Intelligence Method for Railway Track Parameter Identification

scientific article

An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel–Rail Interaction at Crossings

scientific article

Analysis of the evolvement of contact wire wear irregularity in railway catenary based on historical data

scientific article

Automated Monitoring System for Insulated Joints: Preliminary Results using Axle Box Acceleration Measurements

scientific article

Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network

scientific article

Automatic Detection of Corrugation: Preliminary Results in the Dutch Network Using Axle Box Acceleration Measurements

scientific article

Automatic Detection of Squats in Railway Infrastructure

scientific article

Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands

scientific article

Comparison of fixed speed wind turbines models: A case study

scientific article

Customer-Oriented Optimal Vehicle Assignment in Mobility-on-Demand Systems

scientific article

Decentralized Kalman filter comparison for distributed-parameter systems: A case study for a 1D heat conduction process

scientific article

Decision support tool based on multi-source data analysis for the tram wheel-rail interface

scientific article

Deep convolutional neural networks for detection of rail surface defects

scientific article

Distributed Chance-Constrained Model Predictive Control for Condition-Based Maintenance Planning for Railway Infrastructures

scientific article

Distributed Optimization for Railway Track Maintenance Operations Planning

scientific article

Distributed identification of fuzzy confidence intervals for traffic measurements

scientific article

Dynamic simulator and model predictive control of an integrated solar combined cycle plant

scientific article

Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph–Catenary Contact Force

scientific article

Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections

scientific article

Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements.

scientific article published on 29 September 2017

Evolutionary algorithms and fuzzy clustering for control of a dynamic vehicle routing problem oriented to user policy

scientific article

Experimental Investigation Into the Condition of Insulated Rail Joints by Impact Excitation

Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study

scientific article

Fuzzy Maintenance Decision Support for Treating Squats in Railway Infrastructures

scientific article

Fuzzy Predictive Control Strategy for a Distributed Solar Collector Plant

scientific article

Fuzzy-model-based hybrid predictive control

scientific article published on 22 November 2008

Health condition monitoring of insulated joints based on axle box acceleration measurements

scientific article

Hierarchical Energy Management System for Microgrid Operation Based on Robust Model Predictive Control

scientific article

Hierarchical multiobjective model predictive control applied to a dynamic pickup and delivery problem

scientific article

High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data

scientific article

Hybrid Adaptive Predictive Control for a Dynamic Pickup and Delivery Problem

scientific article

Hybrid Predictive Control based on Fuzzy Model

scientific article

Hybrid adaptive predictive control for a dynamic pickup and delivery problem including traffic congestion

scientific article

Hybrid adaptive predictive control for the multi-vehicle dynamic pick-up and delivery problem based on genetic algorithms and fuzzy clustering

scientific article

Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor

Hybrid model predictive control for freeway traffic using discrete speed limit signals

scientific article

Hybrid predictive control for real-time optimization of public transport systems’ operations based on evolutionary multi-objective optimization

scientific article

Hybrid predictive control strategy for a public transport system with uncertain demand

scientific article

Hybrid-fuzzy modeling and identification

scientific article

Identification of distributed-parameter systems with missing data

scientific article

Identification of the catenary structure wavelength using pantograph head acceleration measurements

scientific article

Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure

scientific article

Integrated condition-based track maintenance planning and crew scheduling of railway networks

scientific article

Key Performance Indicators using Robust Prediction Modelling to consider Squats in Railway Infrastructure

scientific article

Load estimation for microgrid planning based on a self-organizing map methodology

scientific article

Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks

scientific article

Method for evaluating the performance of railway crossing rails after long-term service

scientific article

Microgrid planning based on fuzzy interval models of renewable resources

scientific article

Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures

scientific article

Model Predictive Control for rail condition-based maintenance: A multilevel approach

scientific article

Monitoring bolt tightness of rail joints using axle box acceleration measurements

scientific article

Monitoring the railway infrastructure: Detection of surface defects using wavelets

scientific article

Multi-Objective Performance Evaluation of the Detection of Catenary Support Components Using DCNNs

scientific article

Multi-criteria evaluation of wheel/rail degradation at railway crossings

scientific article

Multi-level condition-based maintenance planning for railway infrastructures – A scenario-based chance-constrained approach

scientific article

Multimodal dispersive waves in a free rail: Numerical modeling and experimental investigation

scientific article

Multiobjective model predictive control for dynamic pickup and delivery problems

scientific article

New Insights into the Short Pitch Corrugation Enigma Based on 3D-FE Coupled Dynamic Vehicle-Track Modeling of Frictional Rolling Contact

scientific article

Non-Linear Model Predictive Control Based on Game Theory for Traffic Control on Highways

scientific article

Observers for linear distributed-parameter systems: A survey

scientific article

Parametric study of axle box acceleration at squats

scientific article

Pareto-Based Maintenance Decisions for Regional Railways With Uncertain Weld Conditions Using the Hilbert Spectrum of Axle Box Acceleration

scientific article

Pareto-based modulated model predictive control strategy for power converter applications

scientific article

Prediction Interval Modeling Tuned by an Improved Teaching Learning Algorithm Applied to Load Forecasting in Microgrids

scientific article

Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks

scientific article

Probabilistic Defect-Based Risk Assessment Approach for Rail Failures in Railway Infrastructure

scientific article

Real-Time UAV Routing Strategy for Monitoring and Inspection for Postdisaster Restoration of Distribution Networks

scientific article published on 21 July 2021

Reducing fuel consumption and related emissions through optimal sizing of energy storage systems for diesel-electric trains

scientific article

Robust and Predictive Fuzzy Key Performance Indicators for Condition-Based Treatment of Squats in Railway Infrastructures

scientific article

Robust receding horizon parameterized control for multi-class freeway networks: A tractable scenario-based approach

scientific article

Semi-supervised Rail Defect Detection from Imbalanced Image Data

scientific article

Sensitivity Analysis of Railpad Parameters on Vertical Railway Track Dynamics

scientific article

Special issue of Wear on Contact Mechanics 2018

scientific article

Time-Varying Scheme for Noncentralized Model Predictive Control of Large-Scale Systems

Tractable robust predictive control approaches for freeway networks

scientific article

Unified Deep Learning Architecture for the Detection of All Catenary Support Components

scientific article

Validation of a finite element model for axle box acceleration at squats in the high frequency range

scientific article

Vibration modes and wave propagation of the rail under fastening constraint

scientific article

Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring

scientific article

Wheel-rail rolling contact behavior induced by both rail surface irregularity and sleeper hanging defects on a high-speed railway line

scientific article

List of works by Alfredo Núñez

A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries

A Big Data Analysis Approach for Rail Failure Risk Assessment

A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization

A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization

A Methodology Based on Evolutionary Algorithms to Solve a Dynamic Pickup and Delivery Problem Under a Hybrid Predictive Control Approach

A decision support approach for condition-based maintenance of rails based on big data analysis

A new method for hybrid-fuzzy identification*

A short-term preventive maintenance scheduling method for distribution networks with distributed generators and batteries

Action-driven Reinforcement Learning for Improving Localization of Brace Sleeve in Railway Catenary

Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways

An Expensive Optimization based Computational Intelligence Method for Railway Track Parameter Identification

An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel–Rail Interaction at Crossings

Analysis of the evolvement of contact wire wear irregularity in railway catenary based on historical data

Automated Monitoring System for Insulated Joints: Preliminary Results using Axle Box Acceleration Measurements

Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network

Automatic Detection of Corrugation: Preliminary Results in the Dutch Network Using Axle Box Acceleration Measurements

Automatic Detection of Squats in Railway Infrastructure

Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands

Comparison of fixed speed wind turbines models: A case study

Customer-Oriented Optimal Vehicle Assignment in Mobility-on-Demand Systems

Decentralized Kalman filter comparison for distributed-parameter systems: A case study for a 1D heat conduction process

Decision support tool based on multi-source data analysis for the tram wheel-rail interface

Deep convolutional neural networks for detection of rail surface defects

Distributed Chance-Constrained Model Predictive Control for Condition-Based Maintenance Planning for Railway Infrastructures

Distributed Optimization for Railway Track Maintenance Operations Planning

Distributed identification of fuzzy confidence intervals for traffic measurements

Dynamic simulator and model predictive control of an integrated solar combined cycle plant

Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph–Catenary Contact Force

Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections

Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements.

Evolutionary algorithms and fuzzy clustering for control of a dynamic vehicle routing problem oriented to user policy

Experimental Investigation Into the Condition of Insulated Rail Joints by Impact Excitation

Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study

Fuzzy Maintenance Decision Support for Treating Squats in Railway Infrastructures

Fuzzy Predictive Control Strategy for a Distributed Solar Collector Plant

Fuzzy-model-based hybrid predictive control

Health condition monitoring of insulated joints based on axle box acceleration measurements

Hierarchical Energy Management System for Microgrid Operation Based on Robust Model Predictive Control

Hierarchical multiobjective model predictive control applied to a dynamic pickup and delivery problem

High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data

Hybrid Adaptive Predictive Control for a Dynamic Pickup and Delivery Problem

Hybrid Predictive Control based on Fuzzy Model

Hybrid adaptive predictive control for a dynamic pickup and delivery problem including traffic congestion

Hybrid adaptive predictive control for the multi-vehicle dynamic pick-up and delivery problem based on genetic algorithms and fuzzy clustering

Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor

Hybrid model predictive control for freeway traffic using discrete speed limit signals

Hybrid predictive control for real-time optimization of public transport systems’ operations based on evolutionary multi-objective optimization

Hybrid predictive control strategy for a public transport system with uncertain demand

Hybrid-fuzzy modeling and identification

Identification of distributed-parameter systems with missing data

Identification of the catenary structure wavelength using pantograph head acceleration measurements

Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure

Integrated condition-based track maintenance planning and crew scheduling of railway networks

Key Performance Indicators using Robust Prediction Modelling to consider Squats in Railway Infrastructure

Load estimation for microgrid planning based on a self-organizing map methodology

Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks

Method for evaluating the performance of railway crossing rails after long-term service

Microgrid planning based on fuzzy interval models of renewable resources

Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures

Model Predictive Control for rail condition-based maintenance: A multilevel approach

Monitoring bolt tightness of rail joints using axle box acceleration measurements

Monitoring the railway infrastructure: Detection of surface defects using wavelets

Multi-Objective Performance Evaluation of the Detection of Catenary Support Components Using DCNNs

Multi-criteria evaluation of wheel/rail degradation at railway crossings

Multi-level condition-based maintenance planning for railway infrastructures – A scenario-based chance-constrained approach

Multimodal dispersive waves in a free rail: Numerical modeling and experimental investigation

Multiobjective model predictive control for dynamic pickup and delivery problems

New Insights into the Short Pitch Corrugation Enigma Based on 3D-FE Coupled Dynamic Vehicle-Track Modeling of Frictional Rolling Contact

Non-Linear Model Predictive Control Based on Game Theory for Traffic Control on Highways

Observers for linear distributed-parameter systems: A survey

Parametric study of axle box acceleration at squats

Pareto-Based Maintenance Decisions for Regional Railways With Uncertain Weld Conditions Using the Hilbert Spectrum of Axle Box Acceleration

Pareto-based modulated model predictive control strategy for power converter applications

Prediction Interval Modeling Tuned by an Improved Teaching Learning Algorithm Applied to Load Forecasting in Microgrids

Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks

Probabilistic Defect-Based Risk Assessment Approach for Rail Failures in Railway Infrastructure

Real-Time UAV Routing Strategy for Monitoring and Inspection for Postdisaster Restoration of Distribution Networks

Reducing fuel consumption and related emissions through optimal sizing of energy storage systems for diesel-electric trains

Robust and Predictive Fuzzy Key Performance Indicators for Condition-Based Treatment of Squats in Railway Infrastructures