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Publications Operation and Maintenance

Published: 12 May 2011


Article in journal

Fusing physics-based and deep learning models for prognostics (2022)

Arias Chao. M, Kulkarni. C, Goebel. K, Fink. O
Reliability Engineering & System Safety, Vol. 217
Article in journal

Planetary gearbox fault diagnosis using bidirectional-convolutional LSTM networks (2022)

Shi. J, Peng. D, Peng. Z, Zhang. Z, Goebel. K, Wu. D
Mechanical systems and signal processing, Vol. 162
Article in journal

Real-time model calibration with deep reinforcement learning (2022)

Tian. Y, Arias Chao. M, Kulkarni. C, Goebel. K, Fink. O
Mechanical systems and signal processing, Vol. 165
Article in journal

A novel approach of multisensory fusion to collaborative fault diagnosis in maintenance (2021)

Shao. H, Lin. J, Zhang. L, Galar. D, Kumar. U
Information Fusion, Vol. 74, s. 65-76
Article in journal

A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes (2021)

Baptista. M, Henriques. E, Goebel. K
Neurocomputing, Vol. 456, s. 268-287
Article in journal

Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis Under Changing Conditions (2021)

Diez-Olivan. A, Ortego. P, Del Ser. J, Landa-Torres. I, Galar. D, Camacho. D, et al.
IEEE Transactions on Industrial Informatics, Vol. 17, nr. 11, s. 7760-7770
Article in journal

An Improved Cohesive Zone Model for Interface Mixed-Mode Fractures of Railway Slab Tracks (2021)

Zhong. Y, Gao. L, Cai. X, An. B, Zhang. Z, Lin. J, et al.
Applied Sciences, Vol. 11, nr. 1
Article in journal

An Integrated Model for Dimensioning the Reserve Fleet based on the Maintenance Policy (2021)

Raposo. H, Torres Farinha. J, Pais. E, Galar. D
WSEAS transactions on systems and control, Vol. 16, s. 43-65
Article in journal

Augmented asset management in railways - Issues and challenges in rolling stock (2021)

Kumari. J, Karim. R, Thaduri. A, Castano. M
Proceedings of the Institution of mechanical engineers. Part F, journal of rail and rapid transit
Article in journal

Condition-Based Maintenance of HVAC on a High-Speed Train for Fault Detection (2021)

Ciani. L, Guidi. G, Patrizi. G, Galar. D
Electronics, Vol. 10, nr. 12
Article in journal

Cybersecurity workforce in railway (2021)

its maturity and awareness
Kour. R, Karim. R
Journal of Quality in Maintenance Engineering, Vol. 27, nr. 3, s. 453-464
Doctoral thesis, comprehensive summary

Data-driven models for railway track geometry maintenance (2021)

Khajehei. H

Data-driven Transport Infrastructure Maintenance (2021)

Merk. O, Karim. R, Kumar. U, Santos Alfageme. M
Article in journal

Deep-Learning and Vibration-Based System for Wear Size Estimation of Railway Switches and Crossings (2021)

Najeh. T, Lundberg. J, Kerrouche. A
Sensors, Vol. 21, nr. 15
Article in journal

Degradation state prediction of rolling bearings using ARX-Laguerre model and genetic algorithms (2021)

Najeh. T, Lundberg. J
The International Journal of Advanced Manufacturing Technology, Vol. 112, nr. 3-4, s. 1077-1088
Conference paper

Digitalization of Railway Maintenance (2021)

A Situation Awareness Perspective
Tretten. P, Illankoon. P, Candell. O
Part of: International Conference on Applied Human Factors and Ergonomics, AHFE 2021: Advances in Human Factors and System Interactions, s. 202-209, Springer, 2021
Article in journal

End-To-End Unsupervised Fault Detection Using A Flow-Based Model (2021)

Zhang. L, Lin. J, Shao. H, Zhang. Z, Yan. X, Long. J
Reliability Engineering & System Safety, Vol. 215
Article in journal

Fault Detection and RUL Estimation for Railway HVAC Systems Using a Hybrid Model-Based Approach (2021)

Galvez. A, Diez-Olivan. A, Seneviratne. D, Galar. D
Sustainability, Vol. 13, nr. 12
Article in journal

Fmdtools (2021)

A Fault Propagation Toolkit for Resilience Assessment in Early Design
Hulse. D, Walsh. H, Dong. A, Hoyle. C, Tumer. I, Kulkarni. C, et al.
International Journal of Prognostics and Health Management, Vol. 12, nr. 3, s. 1-18