A study on the application of convolutional neural networks for the maintenance of railway tracks
This paper provides an overview of the applications of Convolutional Neural Networks
(CNN) in the railway maintenance industry. Our research covers specifically the subdomain …
(CNN) in the railway maintenance industry. Our research covers specifically the subdomain …
[HTML][HTML] A graph convolutional network for optimal intelligent predictive maintenance of railway tracks
S MajidiParast, RN Monemi, S Gelareh - Decision Analytics Journal, 2024 - Elsevier
This study presents a prescriptive analytics framework for optimal intelligent predictive
maintenance of railway tracks. We use machine learning and Graph Convolutional Networks …
maintenance of railway tracks. We use machine learning and Graph Convolutional Networks …
Deep Convolutional Neural Networks for Rail Surface Defect Perception
Y Wang, T Wang, Z Yang, S Ren… - … Conference on Image …, 2023 - ieeexplore.ieee.org
Rail surface defect inspection is a vital element for ensuring railway safety. We critically
analyze the application of deep convolutional neural networks (CNN) in Rail Surface Defect …
analyze the application of deep convolutional neural networks (CNN) in Rail Surface Defect …
Broken Rail Track Detection System using Transfer Learning
RL Devarapalli, S Yalamanchili… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
The most affordable, practical, and long-distance as well as suburban, passenger transit in
India is provided by railways. Track crossings and hidden cracks in railroad tracks are the …
India is provided by railways. Track crossings and hidden cracks in railroad tracks are the …
Train Track Crack Prediction Using CNN with LeNet-5 Architecture
SS Nandha, VP Athish… - … Conference on Futuristic …, 2022 - ieeexplore.ieee.org
Train track crack detection is a process of identifying cracks in the structure of railway tracks.
Railways are major modes of transport in India. The tracks must be in good condition for …
Railways are major modes of transport in India. The tracks must be in good condition for …
[PDF][PDF] Decision Analytics Journal
S MajidiParast, RN Monemi, S Gelareh - researchgate.net
This study presents a prescriptive analytics framework for optimal intelligent predictive
maintenance of railway tracks. We use machine learning and Graph Convolutional Networks …
maintenance of railway tracks. We use machine learning and Graph Convolutional Networks …