All Stories

  1. WaveletInception networks for on-board vibration-based infrastructure health monitoring
  2. Statistical analysis and treatment method of head checks on the Belgian railway network
  3. Monitoring of rail short pitch corrugation using the time-frequency features of both vertical and longitudinal axle box accelerations
  4. Structural Key Performance Indicators for Condition Monitoring of Concrete Bridges Using Artificial Intelligence: A Review
  5. Detection of Rail Surface Defects Based on Axle Box Acceleration Measurements: A Measurement Campaign in Sweden
  6. Condition Monitoring of Railway Transition Zones Using Acceleration Measurements on Multiple Axle Boxes: Case Studies in the Netherlands, Sweden, and Norway
  7. Spiking neural network with time-varying weights for rail squat detection
  8. Bidirectional Long Short-Term Memory Approach for Infrastructure Health Monitoring Using On-Board Vibration Response
  9. Challenges in Smartphone-Based Crowdsensing for Railway Condition Monitoring: Insights into Variability and Track Quality Assessment
  10. Onboard Approximation of Dynamic Load-Response Relationship of Track Structure Using Laser Doppler Vibrometer and Axle Box Accelerometer
  11. Unsupervised Representation Learning for Monitoring Rail Infrastructures With High-Frequency Moving Vibration Sensors
  12. A Hybrid Neural Model Approach for Health Assessment of Railway Transition Zones with Multiple Data Sources
  13. Enhanced Vertical Railway Track Quality Index with Dynamic Responses from Moving Trains
  14. Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations
  15. Physics-informed machine learning for moving load problems
  16. Measuring transfer functions of track structures in a test rig with laser Doppler vibrometer and accelerometers on a moving vehicle
  17. Neural Oscillators for Generalization of Physics-Informed Machine Learning
  18. Energy use and greenhouse gas emissions of traction alternatives for regional railways
  19. Vertical dynamic measurements of a railway transition zone: a case study in Sweden
  20. Railway sleeper vibration measurement by train‐borne laser Doppler vibrometer and its speed‐dependent characteristics
  21. A Train-Borne Laser Vibrometer Solution Based on Multisignal Fusion for Self-Contained Railway Track Monitoring
  22. Neural Differential Equation-Based Two-Stage Approach for Generalization of Beam Dynamics
  23. Energy model of a fuel cell hybrid-electric regional train in passenger transport service and vehicle-to-grid applications
  24. Rail wear rate on the Belgian railway network – a big-data analysis
  25. INCORPORATING MODAL TESTING INTO DYNAMIC LOAD IDENTIFICATION FROM STRUCTURAL VIBRATION MEASUREMENT
  26. Artificial Intelligence in Railway Infrastructure: Current Research, Challenges, and Future Opportunities
  27. Microgrid planning based on computational intelligence methods for rural communities: A case study in the José Painecura Mapuche community, Chile
  28. An Interpretable Method for Operational Modal Analysis in Time-Frequency Representation and Its Applications to Railway Sleepers
  29. Multiple-axle box acceleration measurements at railway transition zones
  30. RailBelgrade 2023 - book of abstracts
  31. A bidding mechanism for maintenance of generation units considering inter-ISO power exchange
  32. A Tractable Failure Probability Prediction Model for Predictive Maintenance Scheduling of Large-Scale Modular-Multilevel-Converters
  33. Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems
  34. A Simulation Study on Characterizing Transfer Functions of Railway Tracks Using Train-Borne Laser Doppler Vibrometer
  35. Mechanism of short pitch rail corrugation: initial excitation and frequency selection for consistent initiation and growth
  36. Predicting traction return current in electric railway systems through physics-informed neural networks
  37. Accelerated optimal maintenance scheduling for generation units on a truthful platform
  38. Speckle noise reduction for structural vibration measurement with laser Doppler vibrometer on moving platform
  39. Analysis of hydrogen-powered propulsion system alternatives for diesel-electric regional trains
  40. A multiple spiking neural network architecture based on fuzzy intervals for anomaly detection: a case study of rail defects
  41. Real-Time UAV Routing Strategy for Monitoring and Inspection for Postdisaster Restoration of Distribution Networks
  42. Vibration modes and wave propagation of the rail under fastening constraint
  43. Wheel-rail rolling contact behavior induced by both rail surface irregularity and sleeper hanging defects on a high-speed railway line
  44. Reducing fuel consumption and related emissions through optimal sizing of energy storage systems for diesel-electric trains
  45. Multimodal dispersive waves in a free rail: Numerical modeling and experimental investigation
  46. High-Precision Detection Method for Structure Parameters of Catenary Cantilever Devices Using 3-D Point Cloud Data
  47. A Looseness Detection Method for Railway Catenary Fasteners Based on Reinforcement Learning Refined Localization
  48. Action-driven Reinforcement Learning for Improving Localization of Brace Sleeve in Railway Catenary
  49. Special issue of Wear on Contact Mechanics 2018
  50. Multi-criteria evaluation of wheel/rail degradation at railway crossings
  51. Unified Deep Learning Architecture for the Detection of All Catenary Support Components
  52. Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways
  53. A short-term preventive maintenance scheduling method for distribution networks with distributed generators and batteries
  54. Hierarchical Energy Management System for Microgrid Operation Based on Robust Model Predictive Control
  55. Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring
  56. Integrated condition-based track maintenance planning and crew scheduling of railway networks
  57. Pareto-based modulated model predictive control strategy for power converter applications
  58. Pareto-Based Maintenance Decisions for Regional Railways With Uncertain Weld Conditions Using the Hilbert Spectrum of Axle Box Acceleration
  59. A Bayesian Network Approach for Condition Monitoring of High-Speed Railway Catenaries
  60. Distributed Chance-Constrained Model Predictive Control for Condition-Based Maintenance Planning for Railway Infrastructures
  61. Distributed Optimization for Railway Track Maintenance Operations Planning
  62. An Integrated Approach for Characterizing the Dynamic Behavior of the Wheel–Rail Interaction at Crossings
  63. Prediction Interval Methodology Based on Fuzzy Numbers and its Extension to Fuzzy Systems and Neural Networks
  64. A decision support approach for condition-based maintenance of rails based on big data analysis
  65. Method for evaluating the performance of railway crossing rails after long-term service
  66. A Condition-Based Maintenance Methodology for Rails in Regional Railway Networks Using Evolutionary Multiobjective Optimization
  67. Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network
  68. Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections
  69. Decision support tool based on multi-source data analysis for the tram wheel-rail interface
  70. Multi-Objective Performance Evaluation of the Detection of Catenary Support Components Using DCNNs
  71. Analysis of the evolvement of contact wire wear irregularity in railway catenary based on historical data
  72. Multi-level condition-based maintenance planning for railway infrastructures – A scenario-based chance-constrained approach
  73. Evaluating Degradation at Railway Crossings Using Axle Box Acceleration Measurements
  74. Robust and Predictive Fuzzy Key Performance Indicators for Condition-Based Treatment of Squats in Railway Infrastructures
  75. New Insights into the Short Pitch Corrugation Enigma Based on 3D-FE Coupled Dynamic Vehicle-Track Modeling of Frictional Rolling Contact
  76. Identification of Distributed-Parameter Systems from Sparse Measurements
  77. A Big Data Analysis Approach for Rail Failure Risk Assessment
  78. Identification of the catenary structure wavelength using pantograph head acceleration measurements
  79. Sensitivity Analysis of Railpad Parameters on Vertical Railway Track Dynamics
  80. Load Estimation for Microgrid Planning based on a Self-Organizing Map Methodology
  81. Model Predictive Control for rail condition-based maintenance: A multilevel approach
  82. Ensemble EMD-Based Automatic Extraction of the Catenary Structure Wavelength From the Pantograph–Catenary Contact Force
  83. Model-based predictive control for bicycling in urban intersections
  84. Health condition monitoring of insulated joints based on axle box acceleration measurements
  85. Dynamic simulator and model predictive control of an integrated solar combined cycle plant
  86. Microgrid planning based on fuzzy interval models of renewable resources
  87. Deep convolutional neural networks for detection of rail surface defects
  88. Monitoring bolt tightness of rail joints using axle box acceleration measurements
  89. Robust receding horizon parameterized control for multi-class freeway networks: A tractable scenario-based approach
  90. Probabilistic Defect-Based Risk Assessment Approach for Rail Failures in Railway Infrastructure
  91. Semi-supervised Rail Defect Detection from Imbalanced Image Data
  92. Prediction Interval Modeling Tuned by an Improved Teaching Learning Algorithm Applied to Load Forecasting in Microgrids
  93. Customer-Oriented Optimal Vehicle Assignment in Mobility-on-Demand Systems
  94. Experimental Investigation Into the Condition of Insulated Rail Joints by Impact Excitation
  95. Improvements in Axle Box Acceleration Measurements for the Detection of Light Squats in Railway Infrastructure
  96. A Methodology Based on Evolutionary Algorithms to Solve a Dynamic Pickup and Delivery Problem Under a Hybrid Predictive Control Approach
  97. Fuzzy Maintenance Decision Support for Treating Squats in Railway Infrastructures
  98. Automatic Detection of Corrugation: Preliminary Results in the Dutch Network Using Axle Box Acceleration Measurements
  99. Model Predictive Control for Maintenance Operations Planning of Railway Infrastructures
  100. Time-Varying Scheme for Noncentralized Model Predictive Control of Large-Scale Systems
  101. Congestion Management in Motorways and Urban Networks Through a Bargaining-Game-Based Coordination Mechanism
  102. Multiobjective model predictive control for dynamic pickup and delivery problems
  103. Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study
  104. Tractable robust predictive control approaches for freeway networks
  105. Axle box acceleration for health monitoring of insulated joints: A case study in the Netherlands
  106. Automatic Detection of Squats in Railway Infrastructure
  107. Hybrid model predictive control for freeway traffic using discrete speed limit signals
  108. Validation of a finite element model for axle box acceleration at squats in the high frequency range
  109. Fuzzy Predictive Control Strategy for a Distributed Solar Collector Plant
  110. Hybrid-fuzzy modeling and identification
  111. Parametric study of axle box acceleration at squats
  112. Monitoring the railway infrastructure: Detection of surface defects using wavelets
  113. Hybrid Predictive Control for Dynamic Transport Problems
  114. A multiobjective-based switching topology for hierarchical model predictive control applied to a hydro-power valley
  115. Distributed identification of fuzzy confidence intervals for traffic measurements
  116. Comparison of fixed speed wind turbines models: A case study
  117. Identification of distributed-parameter systems with missing data
  118. Conclusions
  119. Introduction
  120. Hybrid Predictive Control: Mono-objective and Multi-objective Design
  121. Hybrid Predictive Control for Operational Decisions in Public Transport Systems
  122. Hybrid Predictive Control for a Dial-a-Ride System
  123. Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks
  124. Hybrid predictive control strategy for a public transport system with uncertain demand
  125. Non-Linear Model Predictive Control Based on Game Theory for Traffic Control on Highways
  126. Observers for linear distributed-parameter systems: A survey
  127. Decentralized Kalman filter comparison for distributed-parameter systems: A case study for a 1D heat conduction process
  128. A new method for hybrid-fuzzy identification*
  129. Hybrid predictive control for real-time optimization of public transport systems’ operations based on evolutionary multi-objective optimization
  130. Hierarchical multiobjective model predictive control applied to a dynamic pickup and delivery problem
  131. Evolutionary algorithms and fuzzy clustering for control of a dynamic vehicle routing problem oriented to user policy
  132. Hybrid Adaptive Predictive Control for a Dynamic Pickup and Delivery Problem
  133. Fuzzy-model-based hybrid predictive control
  134. Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor
  135. Hybrid adaptive predictive control for the multi-vehicle dynamic pick-up and delivery problem based on genetic algorithms and fuzzy clustering
  136. Hybrid Predictive Control for the Vehicle Dynamic Routing Problem based on Evolutionary Multiobjective Optimization (EMO)
  137. Hybrid adaptive predictive control for a dynamic pickup and delivery problem including traffic congestion
  138. Hybrid Predictive Control based on Fuzzy Model
  139. Key Performance Indicators using Robust Prediction Modelling to consider Squats in Railway Infrastructure
  140. An Expensive Optimization based Computational Intelligence Method for Railway Track Parameter Identification
  141. Automated Monitoring System for Insulated Joints: Preliminary Results using Axle Box Acceleration Measurements