Alfredo Núñez

According to our database1, Alfredo Núñez authored at least 47 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2021
A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization.
IEEE Trans. Instrum. Meas., 2021

High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data.
IEEE Trans. Instrum. Meas., 2021

A real-time distributed post-disaster restoration planning strategy for distribution networks.
CoRR, 2021

2020
A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries.
IEEE Trans. Intell. Transp. Syst., 2020

Unified Deep Learning Architecture for the Detection of All Catenary Support Components.
IEEE Access, 2020

2019
Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections.
IEEE Trans. Instrum. Meas., 2019

Pareto-Based Maintenance Decisions for Regional Railways With Uncertain Weld Conditions Using the Hilbert Spectrum of Axle Box Acceleration.
IEEE Trans. Ind. Informatics, 2019

Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks.
Expert Syst. Appl., 2019

Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018
An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel-Rail Interaction at Crossings.
IEEE Trans. Instrum. Meas., 2018

Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network.
IEEE Trans. Instrum. Meas., 2018

Distributed Optimization for Railway Track Maintenance Operations Planning.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements.
Sensors, 2017

Load estimation for microgrid planning based on a self-organizing map methodology.
Appl. Soft Comput., 2017

Identification of the catenary structure wavelength using pantograph head acceleration measurements.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

2016
Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph-Catenary Contact Force.
IEEE Trans. Instrum. Meas., 2016

Model Predictive Control for rail condition-based maintenance: A multilevel approach.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Deep convolutional neural networks for detection of rail surface defects.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Microgrid planning based on fuzzy interval models of renewable resources.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
A Methodology Based on Evolutionary Algorithms to Solve a Dynamic Pickup and Delivery Problem Under a Hybrid Predictive Control Approach.
Transp. Sci., 2015

Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure.
IEEE Trans. Ind. Electron., 2015

Prediction Interval Modeling Tuned by an Improved Teaching Learning Algorithm Applied to Load Forecasting in Microgrids.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Customer-Oriented Optimal Vehicle Assignment in Mobility-on-Demand Systems.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures.
Proceedings of the Computational Logistics - 6th International Conference, 2015

2014
Automatic Detection of Squats in Railway Infrastructure.
IEEE Trans. Intell. Transp. Syst., 2014

Hybrid-fuzzy modeling and identification.
Appl. Soft Comput., 2014

Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Tractable robust predictive control approaches for freeway networks.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

2013
Monitoring the railway infrastructure: Detection of surface defects using wavelets.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

A Multiobjective-Based Switching Topology for Hierarchical Model Predictive Control Applied to a Hydro-Power Valley.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

Model predictive control for freeway traffic using discrete speed limit signals.
Proceedings of the 12th European Control Conference, 2013

Fuzzy demand forecasting in a predictive control strategy for a renewable-energy based microgrid.
Proceedings of the 12th European Control Conference, 2013

2012
Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Comparison of fixed speed wind turbines models: A case study.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Distributed identification of fuzzy confidence intervals for traffic measurements.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Distributed identification of the Cell Transmission traffic model: A case study.
Proceedings of the American Control Conference, 2012

Identification of distributed-parameter systems with missing data.
Proceedings of the IEEE International Conference on Control Applications, 2012

2011
Observers for linear distributed-parameter systems: A survey.
Proceedings of the 2011 IEEE International Symposium on Robotic and Sensors Environments, 2011

Decentralized Kalman filter comparison for distributed-parameter systems: A case study for a 1D heat conduction process.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010
Hierarchical multiobjective model predictive control applied to a dynamic pickup and delivery problem.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Evolutionary algorithms and fuzzy clustering for control of a dynamic vehicle routing problem oriented to user policy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Hybrid Adaptive Predictive Control for a Dynamic Pickup and Delivery Problem.
Transp. Sci., 2009

2008
Hybrid adaptive predictive control for the multi-vehicle dynamic pick-up and delivery problem based on genetic algorithms and fuzzy clustering.
Comput. Oper. Res., 2008

Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor.
Comput. Chem. Eng., 2008

2006
Hybrid Predictive Control based on Fuzzy Model.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006


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