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Publikationer Drift och underhåll

Publicerad: 12 maj 2011


Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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

Data-driven Transport Infrastructure Maintenance (2021)

Merk. O, Karim. R, Kumar. U, Santos Alfageme. M
Artikel i tidskrift

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
Artikel i tidskrift

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

Digitalization of Railway Maintenance (2021)

A Situation Awareness Perspective
Tretten. P, Illankoon. P, Candell. O
Ingår i: International Conference on Applied Human Factors and Ergonomics, AHFE 2021: Advances in Human Factors and System Interactions, s. 202-209, Springer, 2021
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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